FAQ Tech Insights

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THE ENTERPRISE
AI
IMPLEMENTATION GAP

Reliable
AI
Production
Ready
Measurable
Outcomes
Enterprise
Secure

Beyond AI Development. We Build AI That Works.

THE AI
IMPLEMENTATION
GAP
POC
PILOT
PRODUCTION
AT SCALE

WE ENGINEER

RELIABLE
ENTERPRISE AI

A
AI Agent
Engineer
Orchestration
Engineer
Evals
Engineer
Reliability
Engineer
Inference
Engineer
Solutions
Architect
Security
Engineer
Loop
Engineer
RAG
Engineer
Context
Engineer
DELIVERING
BUSINESS OUTCOMES
Higher AI Quality
Operational Reliability
Enterprise Security
Lower Cost of AI
Faster Time to Value
Governed & Compliant

Serving enterprises across

Our Services

End-to-End AI & Digital Capabilities

Five practice areas, one team, delivered from strategy to production.

Artificial Intelligence

Machine learning, automation, and generative AI woven into your existing systems.

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Data Engineering

Modern pipelines and governed warehouses that turn raw data into a reliable asset.

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Cloud Application Development

Cloud-native apps, microservices, and DevOps automation built to scale securely.

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Product Development

Discovery through launch across web, mobile, and APIs — end to end.

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AI Fashion & Visual Commerce

Virtual try-on, pose transfer, and still-to-video — no photoshoot required.

Explore AI Fashion →

LLM & Multimodal AI Training

Fine-tune LLMs on text, image, audio & video with LoRA, RLHF, and RAG.

Explore LLM Training →

AI Coding Annotation

Production-grade SWE datasets for training frontier coding models.

Explore Coding Annotation →

LLM Integration Validation

Validate LLM APIs and agents across frameworks with gap analysis.

Explore LLM Validation →

AI Strategy & Consulting

Find your highest-value AI opportunities and build a future-ready roadmap.

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Areas of Expertise

Advisory + Enablement + Execution

Deep domain knowledge, built through real enterprise engagements.

Top Services
Core Capabilities
Technical and advisory services we deliver
Technical Expertise
Data Engineering & Visualization Data Science Middleware Integration Product Customization LLM & Generative AI Computer Vision & AI Fashion
Advisory Services
AI Strategy & Consulting Analytics Roadmap Gen AI Readiness Cloud Architecture Review Data Governance & Quality
Top Domains
Industries
Deep delivery experience across sectors
Fintech & Banking
Retail
Healthcare
Manufacturing
Mobility
Top Solutions
Deployed at Scale
Domain-specific solutions for enterprise impact
Fintech & Banking
Customer Experience Platforms
Reporting & Decision Intelligence
Loan & Account Management
Investment Banking & Stock Analysis
Retail & Healthcare
Pricing & Personalized Campaigns
E-commerce Integration
Demand Forecasting
Improved Patient Care
Manufacturing & Mobility
Claim Management Automation
Predictive Maintenance
Smart Parking Management
EV Experience & Supply Chain
Platform Capabilities

Agentic AI That Works For You

Design, deploy, and scale autonomous workflows that turn complexity into an advantage.

AI Platform
Multi-Agent
Orchestration
Plug-and-Play
Integrations
BI Analyzer
LLM
Intelligence
Governance
& Security
Performance
Optimizer
Multi-Agent Orchestration
Specialized agents hand off tasks to each other automatically — no dropped context, no manual steps.

Click any capability to learn more

From Strategy to Production — We Do It All

Advisory, enablement, and execution across AI, data, cloud, and product.

Results

Measurable Impact Across Every Engagement

From cutting photoshoot costs to instant conversational BI.

94%
Task Automation Rate
3.2×
Productivity Increase
70%
Photoshoot Cost Reduction
5s
BI Insights Delivered
See Case Studies
3 agents active
M
Matilen AI Agent
CPG Insights on Demand
Data Ingestion Complete

Harmonized Nielsen, Kantar, P&L & sales data

Done
NL Query Processed

"What are the underperforming SKUs in Indonesia?"

Done
3
Generating Insight Response

Producing tables, charts & narrative explanation…

In Progress
4
Deliver to Sales & Category Teams

Awaiting step 3 — estimated <5 seconds total

Live orchestration
Case Studies

Real Problems. Real Results.

From global CPG giants to fintech platforms.

AI • CPG

AI Insights Chat Platform

A global FMCG brand replaced static dashboards with a conversational insights agent.

✓ Insights delivered in under 5 seconds
Data Engineering • CPG

AI-Powered Business Insights

Harmonized sales, Nielsen & Kantar data into one free-chat agentic interface.

✓ Empowered sales teams across India & Indonesia
AI Fashion

Vision AI Content Automation

Virtual try-on, pose transfer & still-to-video replaced most photoshoots.

✓ 70–80% reduction in photoshoot costs
AI • Banking

AI Claims Automation

IDP, NLP & fraud detection sped up claims cycle times bank-wide.

✓ Faster claims + reduced manual effort
Product Dev • Mobility

Smart Parking Deployment

AI + IoT parking with ANPR & digital payments across four countries.

✓ Improved mobility & revenue assurance
Cloud • Security

Cloud Security Posture Mgmt

A fully-owned CSPM platform using Prowler, Trivy & Grafana.

✓ Full data sovereignty & scalability

Ready to Build Something Intelligent?

Our team works as an extension of yours to deliver outcomes that matter.

FAQs

Frequently asked questions

Tap a question to see the answer.

Fintech & Banking, Retail, Healthcare, Manufacturing, CPG, and Mobility.

Yes — AI strategy, analytics roadmaps, and Gen AI readiness assessments before you commit to build.

GPT-4, Gemini, LLaMA, and other leading models, plus custom deployments for your data and compliance needs.