Software and AI built for real production.
Production-grade AI systems, custom software, and platform engineering wired into real workflows — not demos. We build alongside your team and hand off code that lives past the contract.
Four capabilities. One engineering practice.
Production AI wired into real workflows.
RAG architectures, agentic systems, and LLM-driven automation evaluated on operational metrics — not vibes. Identity, audit, and data plumbing wired in from day one.
- RAG and vector retrieval at production scale
- Agentic orchestration with audit trails
- Evals, guardrails, and cost telemetry
- IAM-integrated AI access policy
Proof point
5 wk
From spec to first prod traffic
Stack
Python · TS · Vector DB
Engagement
6-12 wk
The tools we reach for, by default.
Stack choices are pre-vetted with audit + security, so the engagement starts in build mode — not procurement. Substitutions allowed where your environment dictates.
- TypeScript
- Python
- Go
- Swift
- Kotlin
- Next.js 16
- React 19
- React Native
- FastAPI
- tRPC
- Postgres
- Redis
- pgvector
- BigQuery
- Snowflake
- Terraform
- ArgoCD
- GitHub Actions
- AWS
- Azure
- GCP
- OpenTelemetry
- OpenAI / Anthropic
- LangGraph
- Pinecone / Weaviate
- AWS Bedrock
- Lang
- Framework
- Data
- Infra
- AI
Four software programs running this week.
Snapshot of NDA-bound engagements in the field. Tier and program type only — no client identifiers.
- Build
Tier-1 US Bank
Agentic ops automation
Week 4 / 1233% - Build
FinTech Platform
RAG-based knowledge ops
Week 7 / 1070% - Architect
Federal Agency
Web platform modernization
Week 2 / 1811% - Operate
Health Payer
Mobile member-app rebuild
Week 14 / 2070%
From spec to production handoff.
Build to a spec, not to a vibe. Every milestone has acceptance tests written before the work starts.
Specify
Functional spec, API contracts, error budgets, and acceptance tests up front. We build to a spec — not a wireframe.
Ready to scope a software engagement?
Same-day reply during business hours. Working prototype in your hands within 2-3 weeks of kickoff.
- Reply
- Kickoff
- Process
- Same-day
- ≤ 2 weeks
- NDA first