Case Studies

Case Studies

Real results from real engagements. Some details are anonymized under NDA — the metrics are real.

Cloud Migration for Fintech Startup

Financial Services

Problem

Legacy monolith on a single cloud provider with frequent outages and scaling limits during market hours.

Solution

Re-architected to event-driven microservices on multi-cloud Kubernetes. Implemented auto-scaling, circuit breakers, and multi-region failover.

99.99%
Uptime
3x
Throughput
-40%
Cloud Cost

RAG System for Legal Research Platform

Legal Tech

Problem

Lawyers needed instant answers from a corpus of 2M+ legal documents. Existing keyword search was too slow and inaccurate.

Solution

Built a hybrid retrieval pipeline with semantic search, BM25, and cross-encoder reranking. Grounded LLM responses with citations.

94%
Answer Accuracy
< 2s
Response Time
10x
Search Speed

AI Copilot for DevOps Team

Enterprise SaaS

Problem

On-call engineers spent 40% of their time triaging alerts and writing incident reports manually.

Solution

Deployed an AI agent with MCP servers connected to monitoring, ticketing, and log systems. Automated triage and initial response.

-60%
MTTR
-35%
Alert Fatigue
24/7
Coverage

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