SUBSCRIBE SMART SERVICES

Build-Operate-Subscribe

Pay-per-use for Built-to-Order smart sservices. Research, Design, Development, Testing and Deployment of large scale operational and/or decision systems. Your idea-Our execution

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AUTOMATE YOUR BUSINESS

GO AI DRIVEN IN 8 Weeks

AI through lens of business rather technology. Formulating the problem right way. Scalably deployed Explainable AI with Zero Technical Debt. Fullcycle MLOps to deploy production AI federated models anywhere, anytime, anyway

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Agentic AI

AUTONOMOUS INTELLIGENCE AT SCALE

Autonomous AI agents orchestrate decisions, workflows, and actions across systems, reducing human dependency while accelerating enterprise operations through governed, adaptive, and continuously learning intelligence

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Data Engineering Ninjas

DATA THAT PERFORMS

Elite data engineering transforms raw, fragmented data into reliable, scalable pipelines that power analytics, AI, and real-time decision systems with enterprise-grade performance and resilience

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Generative AI

CREATE WITH CONFIDENCE

Generative AI enables enterprises to create content, code, insights, and experiences securely, responsibly, and at scale, unlocking productivity gains while maintaining governance, accuracy, and trust

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Microservices

BUILD FOR AGILITY

Microservices architecture enables faster innovation, independent scaling, and resilient systems, allowing enterprises to modernize applications while reducing risk, complexity, and time-to-market

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Catalogs

READY-TO-DEPLOY SOLUTIONS

Pre-defined, production-ready implementations accelerate enterprise transformation by reducing build time, standardizing best practices, and enabling rapid deployment of proven, scalable data and AI solutions

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Data Modernization

FUTURE-READY DATA

Data modernization replaces legacy platforms with cloud-native architectures, enabling faster insights, scalable analytics, and AI-ready foundations aligned with evolving business demands

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DataOps

OPERATIONALIZE DATA DELIVERY

DataOps introduces automation, observability, and governance across data pipelines, ensuring faster, reliable data delivery while improving collaboration between engineering, analytics, and business teams

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DevOps

ENGINEER VELOCITY

DevOps practices streamline software delivery through automation, continuous integration, and resilient infrastructure, enabling enterprises to release faster, operate reliably, and scale with confidence

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MlOps

PRODUCTION-READY AI

MLOps operationalizes machine learning by governing model deployment, monitoring, and lifecycle management, enabling reliable, scalable AI systems that deliver sustained business value

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Platform Engineers

ENGINEERING ENABLEMENT

Platform engineering builds internal platforms that standardize infrastructure, tooling, and workflows, empowering teams to innovate faster while maintaining security, compliance, and operational consistency

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Predictions Masters

DECISIONS, ANTICIPATED

Advanced predictive models anticipate trends, risks, and opportunities, enabling leaders to make proactive decisions powered by data-driven foresight rather than reactive analysis

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Real-time Data Pipelines

DECIDE IN THE MOMENT

Real-time data pipelines process events instantly, enabling enterprises to respond to customers, operations, and markets with low-latency insights and time-critical intelligence

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customer Scientists

DATA-DRIVEN EXPERIENCES

Customer scientists combine behavioral data, experimentation, and analytics to design personalized, measurable experiences that improve engagement, retention, and long-term customer value

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Subscribe Smart Services

custom-tailored frameworks & solutions and deployment-ready microservices & catalogs

We help you solving real complex problems through data, science & design

data

Data

A piece of information.
{ a starting point of scale or operation }

science

Science

A systematic study of behaviour.
{ an observing & experementing intellectual activity }

design

Design

An arragement of the apt features.
{ a decorative pattern that works purposefully }







Our Craft

Problem solving is an art — if you can’t formulate a problem well, you can’t solve it well

Art of Problem Solving

This is about knowing vs learning. Spending 90% time thinking about the problem and 10% time on thinking about the solution.

It starts with "why" this needs to be done versus "what" or "how" can be done. Problem formulation is translating a business requirement to technical implementation. You need to break down a large, complex problem into smaller, solvable problems.

In Data & AI systems, this ensures architectures, correct feature definitions, trustworthy models, and measurable outcomes aligned with enterprise constraints.



Frameworks

holistic approach enabling scalable, reliable, enterprise technology execution

Built - Operate - Subscribe

H2H CONSULT

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  • consulting
  • Kick-off project
  • Prepare plan
  • Strategize excecution
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H2H Architect

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  • architecting
  • Design wireframes
  • Design blueprints
  • Design architectures
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H2H Implement

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  • implementation
  • Data Modernization legacy
  • Data Intelligence process
  • Data Presentation insights
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H2H Operate

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  • operating
  • DataOps pipelines
  • MLOps models
  • DevOps resources
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H2H Serve

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  • serving
  • Reports answers
  • Bots response
  • Assistants help
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H2H Support

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  • supporting
  • Fix issues
  • Enhance features
  • Maintain state
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H2H ACCESS

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  • operating
  • Pipeline access
  • Model access
  • Resource access
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H2H MIGRATE

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  • serving
  • Platform migration
  • Workload movement
  • System transition
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H2H AUTOMATE

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  • supporting
  • Process automation
  • Operational workflows
  • Continuous optimization
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H2HData is also built as a community for practitioners tackling complex, ambiguous data challenges. This collective intelligence helps shape better solutions for enterprises and broader societal impact. Join the community to collaborate, learn, and stay updated on evolving practices

Solutions

SaaS deployed custom tailored scalable software suites

Solve at Scale

project 1

ADAPTIVE AI

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Purpose
Enable systems to learn from changing behavior
Goal
Improve decisions as conditions evolve
Data
Events, Logs, Feedback, Metrics
Use Cases
Model retraining, Drift detection, Dynamic pricing, Recommendation tuning, Risk adjustment, Personalization, Forecast updates, Policy optimization

Continuously adapting intelligence that improves outcomes by learning from real-world signals and evolving business conditions

project 1

AI OPS

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Purpose
Ensure reliable AI operations
Goal
Maintain stable AI performance
Data
Logs, Metrics, Alerts, Models
Use Cases
Model monitoring, Incident detection, Performance tracking, Cost control, Reliability analysis, SLA tracking, Rollbacks, Auditing

Operational discipline for managing, monitoring, and governing AI systems reliably in production environments

project 1

COMPUTE

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Purpose
Provide scalable processing capacity
Goal
Meet variable workload demands
Data
Jobs, Metrics, Utilization, Costs
Use Cases
Batch processing, Model training, Simulation, Analytics workloads, Scaling operations, Capacity planning, Performance tuning, Cost optimization

Scalable computing foundations supporting intensive workloads with flexibility, efficiency, and performance control

project 1
Purpose
Enable decentralized governance models
Goal
Distribute control transparently
Data
Proposals, Votes, Ledgers, Policies
Use Cases
Community governance, Voting systems, Treasury management, Rule enforcement, Incentive design, Collective decisions, Auditable actions, Ownership models

Decentralized governance structures enabling transparent, rule-based decision making without centralized authority.

project 1

DATA LAKE

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Purpose
Store raw enterprise information
Goal
Enable unified data access
Data
Files, Streams, Logs, Events
Use Cases
Historical analysis, ML training, Data exploration, Archival storage, Schema evolution, Data sharing, Advanced analytics, Compliance

Centralized storage for structured and unstructured data supporting analytics, experimentation, and future use cases.

project 1

DATA MESH

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Purpose
Decentralize data ownership
Goal
Improve scalability and accountability
Data
Domain datasets, APIs, Events, Metadata
Use Cases
Domain analytics, Data products, Federated governance, Cross-team access, Scalable ownership, Faster delivery, Self-service analytics, Interoperability

Domain-oriented data ownership model enabling scalable analytics through decentralized responsibility and shared standards.

project 1

DATA OPS

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Purpose
Improve data delivery reliability
Goal
Accelerate trusted data availability
Data
Pipelines, Logs, Metrics, Schemas
Use Cases
Pipeline monitoring, Data quality checks, Automated testing, Incident response, Deployment automation, Version control, SLA tracking, Observability

Operational practices ensuring reliable, automated, and high-quality data delivery across enterprise systems.

project 1

DIGITAL TRANSFORMATION

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Purpose
Modernize enterprise capabilities
Goal
Improve agility and efficiency
Data
Processes, Systems, Metrics, Workflows
Use Cases
Legacy modernization, Process automation, Platform adoption, Cloud migration, Operating model change, Experience redesign, Cost optimization, Scalability

Enterprise modernization using technology to improve agility, efficiency, and long-term competitive positioning.

project 1
Purpose
Enable decentralized financial services
Goal
Remove financial intermediaries
Data
Transactions, Ledgers, Contracts, Wallets
Use Cases
Lending platforms, Token exchanges, Yield optimization, Asset custody, Payments, Liquidity pools, Risk management, Auditable finance

Blockchain-based financial systems enabling open, transparent, and intermediary-free financial services.

project 1

DEVOPS

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Purpose
Accelerate software delivery
Goal
Improve release reliability
Data
Code, Builds, Logs, Metrics
Use Cases
CI/CD pipelines, Automated testing, Infrastructure automation, Release management, Incident handling, Environment provisioning, Performance monitoring, Rollbacks

Integrated development and operations practices enabling faster, reliable, and repeatable software delivery.

project 1

DIGITAL TWINS

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Purpose
Simulate physical systems digitally
Goal
Predict real-world behavior
Data
Sensor data, Models, Events, Telemetry
Use Cases
Asset simulation, Predictive maintenance, Process optimization, Scenario testing, Performance forecasting, Risk analysis, Capacity planning, Design validation

Virtual replicas enabling simulation, prediction, and optimization of physical systems and processes.

project 1

EDGE COMPUTING

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Purpose
Process data near source
Goal
Reduce latency and bandwidth
Data
Sensors, Events, Telemetry, Streams
Use Cases
Real-time control, Local analytics, Device monitoring, Video processing, Industrial automation, IoT workloads, Latency reduction, Offline operations

Distributed processing architecture enabling low-latency analytics and decision making close to data sources.

project 1

GENERATIVE AI

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Purpose
Generate new digital content
Goal
Increase productivity and creativity
Data
Text, Images, Code, Prompts
Use Cases
Content generation, Code assistance, Design creation, Summarization, Knowledge synthesis, Chat interfaces, Marketing assets, Documentation

AI systems that create text, code, images, and insights to accelerate enterprise productivity.

project 1

GOVERNANCE

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Purpose
Ensure control and compliance
Goal
Reduce operational and regulatory risk
Data
Policies, Logs, Metadata, Audits
Use Cases
Access control, Compliance reporting, Risk management, Policy enforcement, Data lineage, Auditing, Model governance, Security reviews

Governance structures ensuring responsible, compliant, and controlled use of enterprise technology and data.

project 1

METAVERSE

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Purpose
Enable immersive digital environments
Goal
Enhance engagement and interaction
Data
Avatars, Events, Assets, Interactions
Use Cases
Virtual collaboration, Training simulations, Digital commerce, Product showcases, Social experiences, Gaming, Remote events, Brand engagement

Immersive virtual environments enabling new forms of interaction, collaboration, and digital experience.

project 1

MLOPS

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Purpose
Operationalize machine learning
Goal
Scale models reliably
Data
Models, Features, Metrics, Logs
Use Cases
Model deployment, Versioning, Monitoring, Retraining, Drift detection, Performance tracking, Rollbacks, Governance

End-to-end lifecycle management enabling reliable deployment and operation of machine learning systems.

project 1

MODEL OPS

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Purpose
Manage model lifecycles
Goal
Ensure consistent model behavior
Data
Models, Versions, Metrics, Metadata
Use Cases
Model registry, Approval workflows, Performance audits, Deployment control, Version comparison, Rollback management, Governance, Compliance

Structured control over model versions, approvals, and lifecycle governance across environments.

project 1
Purpose
Tokenize digital assets
Goal
Enable verifiable ownership
Data
Tokens, Metadata, Wallets, Ledgers
Use Cases
Digital collectibles, Asset ownership, Licensing, Royalties, Identity verification, Gaming assets, Digital art, Proof of authenticity

Blockchain-based tokens enabling unique ownership and transfer of digital assets.

project 1

PLATFORM ENGINEERING

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Purpose
Standardize internal platforms
Goal
Improve developer productivity
Data
Tooling, APIs, Configurations, Metrics
Use Cases
Self-service platforms, Environment provisioning, Tool standardization, Developer enablement, Infrastructure abstraction, Security enforcement, Observability, Scalability

Internal platforms that abstract complexity and enable teams to build, deploy, and operate efficiently.

project 1

SEARCH

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Purpose
Enable fast information discovery
Goal
Improve content accessibility
Data
Documents, Indexes, Queries, Metadata
Use Cases
Enterprise search, Knowledge discovery, Content retrieval, Document indexing, Semantic search, Recommendation, Information filtering, Insights access

Intelligent search capabilities enabling fast, relevant access to enterprise knowledge.

project 1

SECURITY

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Purpose
Protect systems and information
Goal
Reduce cyber risk
Data
Logs, Alerts, Identities, Policies
Use Cases
Threat detection, Access control, Incident response, Vulnerability management, Compliance enforcement, Risk monitoring, Identity protection, Auditing

Security practices and systems protecting digital assets from threats and unauthorized access.

project 1

SERVERLESS

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Purpose
Eliminate infrastructure management
Goal
Improve scalability and efficiency
Data
Events, Functions, Logs, Metrics
Use Cases
Event processing, API backends, Automation tasks, Data processing, Microservices, Integration workflows, Scaling workloads, Cost optimization

Event-driven execution model allowing applications to run without managing underlying infrastructure.

project 1

SMART CONTRACTS

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Purpose
Automate trusted agreements
Goal
Reduce manual enforcement
Data
Contracts, Rules, Transactions, Ledgers
Use Cases
Automated settlements, Escrow services, Compliance enforcement, Digital agreements, Payments, Asset transfers, Auditable workflows, Trustless execution

Self-executing digital contracts enforcing agreements automatically through code and blockchain.

project 1

SUSTAINABILITY

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Purpose
Measure and reduce impact
Goal
Enable responsible operations
Data
Energy, Emissions, Supply data, Metrics
Use Cases
Carbon tracking, Resource optimization, ESG reporting, Impact analysis, Compliance, Efficiency planning, Risk assessment, Sustainable sourcing

Data-driven practices enabling responsible growth and measurable environmental and social impact.

project 1

WALLETS

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Purpose
Secure digital asset storage
Goal
Enable trusted ownership
Data
Keys, Tokens, Transactions, Identities
Use Cases
Asset custody, Identity management, Payments, Authentication, Token management, Secure access, Digital ownership, Trust verification

Secure storage and management of digital identities and assets across decentralized systems.

project 1
Purpose
Enable decentralized applications
Goal
Reduce platform dependency
Data
Smart contracts, Tokens, Ledgers, APIs
Use Cases
Decentralized apps, Token economies, Digital identity, Peer transactions, Governance systems, Ownership models, Open platforms, Trustless systems

Decentralized application layer built on blockchain for trust-based, peer-to-peer systems.

project 1

ACQUISITION SCIENCE

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Purpose
Understanding the prospects and existing customer base
Goal
Effective acquisition decisions
Data
Surveys, Social, Campaigns, Web
Use Cases
Market Segmentation, Social Media Monitoring, Response Analysis, Content Analysis, Advertising Analytics, Lead Scoring, Web Analytics

The objectivity is to create a pipeline from initial brand awareness campaigns to generating leads, nurturing them over time building the trust

project 2

RETENTION SCIENCE

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Purpose
Listen to the existing customers
Goal
Influence and make an Impact on customers
Data
Transactions
Use Cases
InStore Analytics, Web Analytics, Recommendation Engines, Personalization, Merchandising, Attribution, Market Basket Analysis, Wallet Share Estimation, E-mail Marketing, A/B Testing

The objectivity is to listen to customer and learn what's important for them. Craft the desired mechanism to give what they wish for

project 3

MONETIZATION SCIENCE

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Purpose
Retain existing customers
Goal
Minimise the customer churn
Data
Transactions, CRM
Use Cases
Churn Analytics, Customer Attrition, Emotion Analytics, Customer Lifetime Value, Customer Behavior, Customer Repeat, Customer 360

The objecivity is to read the customer in all dimentions and retain him

project 4

PATTERN

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Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industry
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 5
Sources
Blogs & Micro-blogs, Social Networking, Wikis, Reviews
Format
Strucured, Semi-structured, Unstructured
Frequency
On-demand, Continous, Real time
Applications
Audience Segmentation, Trend Analysis, Brand Awareness, Behaviour Analysis
Industries
Retail, E-Commerce, Insurance, Education

Gather data from stakeholder conversations on digital media and processing into structured insights leading to more information-driven business decisions and increased customer centrality for brands and businesses.

project 5

Social Media

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Sources
Blogs & Micro-blogs, Social Networking, Wikis, Reviews
Format
Strucured, Semi-structured, Unstructured
Frequency
On-demand, Continous, Real time
Applications
Audience Segmentation, Trend Analysis, Brand Awareness, Behaviour Analysis
Industries
Retail, E-Commerce, Insurance, Education

Gather data from stakeholder conversations on digital media and processing into structured insights leading to more information-driven business decisions and increased customer centrality for brands and businesses.

project 6

Stream

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Sources
Website traffic, Sensors, Social Networks, Apps
Format
Semi-structured, Unstructured
Frequency
Continous, Real Time,
Applications
Website monitoring, network monitoring, Anomaly detection, Web clicks, Advertising, Pricing, Risk Management
Industries
Retail, E-commece, Insurance, Healthcare

Process real time and streamlined data theough complex event processing engine and machine learning.

project 6

Spatial

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Sources
Website1 traffic, Sensors, Social Networks, Apps
Format
Semi-structured, Unstructured
Frequency
Continous, Real Time,
Applications
Website monitoring, network monitoring, Anomaly detection, Web clicks, Advertising, Pricing, Risk Management
Industries
Retail, E-commece, Insurance, Healthcare

Location real time and streamlined data theough complex event processing engine and machine learning.

project 7

Converge

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Sources
ERP, CRM. MRR, HRM, SCM and so on
Format
Any format
Frequency
Continous, Real Time, Batch
Applications
Customer 360, Customer Data Platform
Industries
Retail, E-commerce

Get 360 degree view of any data by converging it to data platform.

project 8

Anomaly

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Sources
Network, Transaction, CRM, Clickstream, In-store
Format
Structured, Semi-Structured, Un-Structured
Frequency
Continous, Real time, Time Series
Applications
Alerts, Fraud Detection, Threats Prevention, Surveillance, Compliance
Industries
E-commerce

Spotting the unusual, catching the fraud, discovering the strange activity.

project 11

Video AI

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

Voice AI

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

Vernacular AI

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

IoT Data Integration

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

IoT Data Analytics

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

Hardware Integration

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

Hyperledger for AI

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

Smart City

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

Smart Transportation

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

Document AI

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

Industrial AI

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

Workflow Automation

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

SaaS Development

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

SMART FACTORY

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

EXPLAINABLE AI

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

HYPERAUTOMATION

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

DISTRIBUTED CLOUD

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

Smart Home

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

AGENTIC AI

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

KNOWLEDGE AI

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

project 9

MULTIMODAL AI

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Sources
Any type
Format
Structured, Semi-structured, Un-structured
Frequency
Continous, Real Time, Time Series
Applications
Trends, Speech Analysis, Document Analysis, Image Processing, Video Analytics
Industries
Any

Discover pattern of any format or frequency or size of data using Machine Learning.

  • project 3

    ADAPTIVE AI

    Continuously learning systems

  • project 3

    AI OPS

    Operate AI at scale

  • project 3

    COMPUTE

    Scalable compute foundations

  • project 3

    DAO

    Decentralized decision models

  • project 3

    DATA LAKE

    Unified raw data storage

  • project 3

    DATA MESH

    Domain-driven data ownership

  • project 3

    DATA OPS

    Reliable data operations

  • project 3

    DIGITAL TRANSFORMATION

    Reinvent enterprise operations

  • project 3

    DEFI

    Decentralized financial systems

  • project 3

    DEVOPS

    Faster software delivery

  • project 3

    DIGITAL TWINS

    Virtual replicas of systems

  • project 3

    EDGE COMPUTING

    Low-latency local processing

  • project 3

    GENERATIVE AI

    Create content and insights

  • project 3

    GOVERNANCE

    Trust, risk, and compliance

  • project 3

    METAVERSE

    Immersive digital ecosystems

  • project 3

    MLOPS

    Production-grade ML systems

  • project 3

    MODEL OPS

    End-to-end model lifecycle

  • project 3

    NFT

    Tokenized digital ownership

  • project 3

    PLATFORM ENGINEERING

    Internal developer platforms

  • project 3

    SEARCH

    Intelligent information discovery

  • project 3

    SECURITY

    Protect systems and data

  • project 3

    SERVERLESS

    Event-driven cloud execution

  • project 3

    SMART CONTRACTS

    Automated digital agreements

  • project 3

    SUSTAINABILITY

    Data-driven responsible growth

  • project 3

    WALLETS

    Secure digital identities

  • project 3

    WEB3

    Decentralized application layer

  • project 1

    ACQUISITION SCIENCE

    Understand customer demand

  • project 3

    MONETIZATION SCIENCE

    Maximize value realization

  • project 2

    RETENTION SCIENCE

    Build lasting customer value

  • project 9

    PATTERN

    Structured and unstructured forms

  • project 4

    LOG

    Machine-generated system records

  • project 5

    SOCIAL MEDIA

    Human interaction signals

  • project 6

    STREAM

    Continuous event processing

  • project 6

    SPATIAL

    Location-aware intelligence

  • project 7

    CONVERGE

    Unify diverse data sources

  • project 10

    ANOMALY

    Detect abnormal behavior

  • project 6

    VIDEO AI

    Real-time visual intelligence

  • project 7

    VOICE AI

    Speech-driven understanding

  • project 8

    VERNACULAR AI

    Local language intelligence

  • project 6

    DOCUMENT AI

    Extract document intelligence

  • project 7

    INDUSTRIAL AI

    Optimize industrial operations

  • project 8

    WORKFLOW AUTOMATION

    Automate business processes

  • project 6

    IOT DATA INTEGRATION

    Connect physical devices

  • project 7

    IOT DATA ANALYTICS

    Analyze sensor-driven insights

  • project 8

    HARDWARE INTEGRATION

    Software-meets-hardware systems

  • project 8

    HYPERLEDGER FOR AI

    Trusted distributed intelligence

  • project 8

    SMART CITY

    Intelligent urban ecosystems

  • project 8

    SMART TRANSPORTATION

    Connected mobility systems

  • project 8

    SMART HOME

    Automated living environments

  • project 8

    SAAS DEVELOPMENT

    Scalable cloud software

  • project 8

    SMART FACTORY

    Intelligent manufacturing

  • project 8

    EXPLAINABLE AI

    Transparent model decisions

  • project 8

    AGENTIC AI

    Autonomous decision systems

  • project 8

    KNOWLEDGE AI

    Reasoning over information

  • project 8

    MULTIMODAL AI

    Combine multiple data signals

  • project 8

    HYPERAUTOMATION

    End-to-end automation

  • project 8

    DISTRIBUTED CLOUD

    Operate across cloud regions

Few microservices

project 4

VIDEO TO FRAME

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Sources
Video files, video streams, camera feeds
Format
Unstructured
Frequency
Batch, Near real-time, Real-time
Applications
Frame extraction, Video analysis pipelines, Computer vision preprocessing, Surveillance analytics, Media processing
Industries
Media, Security, Manufacturing, Retail, Smart Cities

Convert videos into ordered image frames to enable downstream visual analysis, object detection, and intelligent video processing workflows.

project 4

PHOTO VERIFY

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Sources
Images, photos, scanned pictures
Format
Unstructured
Frequency
On-demand, Batch
Applications
Image validation, Identity verification, Object detection, Face analysis, Content moderation
Industries
Banking, Insurance, E-commerce, Security, Government

Verify image relevance, detect objects, and extract facial features to enable trusted visual validation and automated decision-making.

project 4

VIDEO HIGHLIGHTS

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Sources
Video files, recorded streams
Format
Unstructured
Frequency
Batch, Near Real time
Applications
Content summarization, Event detection, Sports analytics, Media indexing, Video insights
Industries
Media, Sports, Entertainment, Education, Marketing

Automatically identify key moments, objects, and segments from videos to generate concise highlights and actionable visual insights.

project 4

SPEAKER DIARIZATION

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Sources
Audio files, video audio tracks, call recordings
Format
Unstructured
Frequency
Batch, Near real-time
Applications
Call analytics, Meeting intelligence, Transcription enhancement, Speaker separation, Voice analysis
Industries
Contact Centers, Media, Healthcare, Legal, Enterprise Collaboration

Identify, segment, and cluster speakers in audio streams to enable accurate speech analysis and conversation intelligence.

project 4

TEXT CLEANING

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Sources
Documents, logs, OCR outputs, text streams
Format
Semi-structured, Unstructured
Frequency
Batch, Streaming
Applications
Data preprocessing, NLP pipelines, Search indexing, Content normalization, Text analytics
Industries
Enterprise IT, Legal, Publishing, Analytics, AI Platforms

Clean, normalize, and structure raw text to improve data quality and accuracy across analytics, search, and AI workflows.

CATALOGS

Pre-defined pre-estimated pre-designed project scopes

SPECIALITY

we solve problems that matter. PERIOD

Smiley face
Smiley face
Smiley face
Smiley face
Smiley face
Smiley face
Smiley face

Capabilities

we solve problems that matter. PERIOD

Smiley face Big Data Analytics

Batch analytics, large-scale processing, trend analysis

Smiley face Data Science

Statistical modeling, experimentation, feature analysis

Smiley face Machine Learning

Supervised learning, unsupervised learning, model training, inference

Smiley face Computer Vision

Image analysis, object detection, video understanding




Smiley face Natural Language

Text analytics, language understanding, entity extraction

Smiley face Audio Analytics

Speech analysis, audio classification, signal processing

Smiley face Predictions

Forecasting, risk scoring, demand prediction, outcome estimation

Smiley face Recommendations

Personalization, ranking systems, preference modeling




Smiley face Optimization

Resource optimization, cost reduction, constraint solving

Smiley face Business Intelligence

Dashboards, reporting, KPI tracking, decision visibility

Smiley face Automation & AI

Workflow automation, intelligent actions, rule-based decisions

Smiley face Internet of Things

Device connectivity, sensor data ingestion, real-time monitoring




Smiley face Cloud Computing

Scalable infrastructure, elastic workloads, cloud-native execution

Smiley face Edge Computing

Low-latency processing, local analytics, device-side intelligence

Smiley face Generative AI

Content generation, code synthesis, summarization

Smiley face Platform Engineering

Internal platforms, developer enablement, infrastructure




Smiley face Sustainability

Energy analytics, emissions tracking, impact measurement

Smiley face Security

Threat detection, access control, risk monitoring, compliance

Smiley face Extended Reality

Virtual environments, immersive simulations, interactive

Smiley face Blockchain

Distributed ledgers, smart contracts, decentralized trust

Libraries/Tools

  • Kafka | Flume | Sqoop | Nifi | Samza | Kinesis | RabbitMQ | Storm | PubNub

  • Scikit-Learn | Spark ML | TensorFlow | Keras | Caffe | Torch | Theano | Open AI

  • Python | PySpark | Open CV | Librosa | Core NLP | Hadoop | HBase | Cassandra

  • MicroStrategy | Qlikview | Tableau | D3.JS | Django | Angular.JS | Ember.JS | Node.JS

  • AWS | Azure | GCP | Docker | Kubernetes | Load Balancer | CDN | Microservices

  • OpenAI | HuggingFace | LangChain | LLaMA | Stable Diffusion | Claude | Ollama

  • Helm | ArgoCD | Terraform | Istio | Prometheus | Backstage | Consul | Flux

We're [always] Hiring

We bring people onboard who are deeply committed to creating meaningful impact by solving the world’s most pressing problems in thoughtful and differentiated ways. Our work is designed to create real impact at scale, positively influencing thousands of lives every day.

Talent quality is never compromised. We hire from top-tier institutions and proven practitioners worldwide, selecting individuals for both technical excellence and strength of character. Excellence in delivery is a baseline expectation, supported by robust internal systems that ensure transparency, accountability, and consistently high standards across everything we do.

We value commitment, dedication, sincerity, and integrity as core cultural pillars. We intentionally seek fun-loving, curious, and driven individuals who are motivated by purpose beyond a paycheque, and who take pride in building work that truly matters.

We help our fellow entrepreneurs turn great ideas into great companies
through right blend of process and technology

Let's discuss

Data & AI Challenges Slowing You Down?

Let's Work Together: Schedule a Meeting or Share Your Pain Points or Simply reach out

project 4

Company Name

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 2

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 3

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 4

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 5

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 6

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 7

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 8

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 9

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 10

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 11

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 12

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 13

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 14

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 15

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 16

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 17

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 18

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 19

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 20

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 21

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 22

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 23

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 24

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 25

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 26

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 27

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 28

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 29

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 30

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 31

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 32

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 33

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

project 4

Company 34

know more
Sources
Event Logs, User Logs
Format
Semi-structured, Unstructured
Frequency
Continous, Real time
Applications
Log Management, Security & Fraud, Application Management, IT Operations
Industries
Any

Get real-time insights and business value from machine data so you can make better decisions. Turn machine data to answers.

What our clients feel about us?

We are focused & determined to achieve our goals. We cherish our values and beliefs.
We belive in humanity and follow rules of ethics, no matter what.

"Many thanks for the timely delivery. We appreciate and value your sincere efforts while achieving targets with expected quality. Insights provided in dashboards are truly amazing."

client 1 CTO Periop Services

"Awesome team. Right from data intake, cleansing, analytics and visualization, every one in the development team worked real hard and delivered good results. I highly recommend you for analytics work. "

client 2 Vice President Total Retail Control

"Pleased to see everything as planned. You have worked smart solving difficult problems while going extra mile on workarounds whenever required. We would like to work with you again."

client 3 Manager Invitation Homes


client 1 CTO Periop Services
client 2 Vice President Total Retail Control
client 3 Manager Invitation Homes

happy teams results happy clients

Association

We work in close harmony with like-minded organizations to solve world class problems

Cases

we solve problems that matter. PERIOD

Like Our Work

We are always interested in new challenges
Talk to us