Most US companies have tried an AI project. Fewer than half are still using it six months later. The failure isn't the technology — it's the architecture.
RAG pipelines built for real data under compliance pressure. Hybrid retrieval, RBAC at the retrieval layer, continuous RAGAS evaluation, and citation tracing on every response.
LLM APIs wired into your existing stack. Document processing, internal copilots, customer-facing AI. FastAPI backends that ship tested and documented.
AWS Airflow + Terraform for AI-ready infrastructure. ETL at scale, S3 lifecycle management, full observability. Proven at 10 TB+/week in production.
RAGAS pipelines, golden test suites, regression coverage. The measurement infrastructure that makes your AI trustworthy — and keeps it that way.
Production FastAPI and Flask backends — async, tested, documented, AWS-deployed. Built to be maintained by your team long after we've left.
A 2-week audit of your data, processes, and infrastructure. Full written roadmap with realistic numbers. No retainer required — the report is yours regardless.
The AI Readiness Audit is the lowest-risk, highest-clarity engagement we offer. Two weeks. Full written report. $3,500 — regardless of whether you continue with us.
Start with an AI Audit