Proven results in production

Real implementations, measurable outcomes. See how we've helped organizations ship reliable AI systems at scale.

Healthcare

Healthcare AI: 5× faster deployment, 99.9% uptime

Context

Regional healthcare provider with 15+ hospitals needed to deploy clinical decision support AI across their network. Strict HIPAA compliance requirements, legacy EMR integration, and zero-tolerance for downtime.

Intervention

Built HIPAA-compliant LLMOps platform with automated PHI scrubbing, real-time monitoring, and seamless EMR integration. Implemented multi-region failover and comprehensive audit logging.

Impact

  • 5× faster model deployment cycle
  • 99.9% uptime across all facilities
  • Zero compliance violations

Stack

Azure OpenAI LangChain PostgreSQL + pgvector Kubernetes Datadog GitHub Actions
FinTech

FinTech RAG: 60% latency reduction, zero hallucinations

Context

Investment platform needed to provide real-time financial insights from 10M+ documents. Accuracy was non-negotiable—hallucinations could trigger regulatory issues and erode customer trust.

Intervention

Designed hybrid retrieval architecture with semantic + keyword search, citation tracking, and confidence scoring. Implemented aggressive caching and query optimization for sub-second responses.

Impact

  • 60% reduction in p95 latency
  • Zero hallucinations in production
  • 98% user satisfaction score

Stack

OpenAI GPT-4 Pinecone Elasticsearch Redis FastAPI LangSmith
Retail

Retail Agents: 40% cost savings, autonomous workflows

Context

E-commerce platform with 500K+ SKUs needed intelligent automation for inventory management, pricing optimization, and customer service. Manual processes were costing $2M annually.

Intervention

Built multi-agent system with specialized agents for inventory, pricing, and support. Implemented orchestration layer with human-in-the-loop approval for high-stakes decisions and full audit trails.

Impact

  • 40% reduction in operational costs
  • 85% of tasks fully autonomous
  • 3× faster issue resolution time

Stack

Claude 3.5 Sonnet LangGraph Temporal MongoDB AWS Lambda Weights & Biases

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