AI Engineering Turning Intelligence Into Business Outcomes

Automate decisions, predict outcomes, and accelerate growth with production-grade AI. From LLM-powered RAG pipelines and agentic systems to predictive ML models — we cut manual processing by up to 70%, delivering measurable impact within 6-8 weeks, before you commit to full scale.

LLM Solutions Generative AI NLP AI & ML
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3×
ROI on first AI engagement
99.9%
Pipeline uptime SLA
0
Manual infra steps in prod
Core capabilities
LLM Solutions · RAG · Fine-tuning · Inference
Generative AI · Agents · Automation · Embeddings
NLP · Classification · Search · NER
AI & ML · XGBoost · MLOps · Drift monitoring

What we deliver

AI Engineering stack — 4 core domains

LLM Solutions

  • Prompt engineering & fine-tuning
  • RAG pipeline design
  • LangGraph, LangChain
  • Self-hosted inference (vLLM)
  • API models (GPT-4o, Claude)
  • Model evaluation & testing

Generative AI

  • Text & multimodal generation
  • Agentic AI systems
  • Workflow automation
  • Document intelligence
  • Embeddings & retrieval

NLP

  • Text classification & NER
  • Sentiment & intent analysis
  • Semantic search
  • Summarization
  • Translation & localization
  • Intent detection

AI & ML

  • XGBoost / scikit-learn
  • Model training & tuning
  • Feature engineering
  • SHAP explainability
  • MLOps & LLMOps pipelines
  • Model drift monitoring
RESEARCH →
Foundation Models
BUILD →
Production Systems
DEPLOY →
Scalable Inference
MONITOR →
Drift & Performance

AI Engineering use cases

Claim denial management & revenue cycle automation for a regional health network
Pre-payment in days, not weeks
NLPLLMMLAWS
Read case →
Automating insurance appeal letters for a Canadian hospital — from PoC to production path in 14 days
8× faster appeal drafting
LLMRAGPoCHealthcare
Read case →
Text to codes: LLM-powered medical coding automation for an orthopedic center
Higher accuracy than human coders
NLPLLMRAGAWS
Read case →

Technologies we work with

AI Engineering stack

OpenAI GPT-4oClaudeLangChain LangGraphLlamaIndexPinecone WeaviatepgvectorHugging Face MLflowWeights & BiasesAWS Bedrock Azure OpenAIVertex AIPython FastAPI

Ready to bring AI Engineering into your company?

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