Build
Senior engineers who ship agentic systems.
Production in weeks. Not promises in quarters.
Scoped build or ongoing engineering partner — we design, build, and harden AI systems inside your real environment: your data, your permissions, your compliance constraints. Working software early, production-grade always.
What we build
From document piles to working agents.
Internal AI systems
Tools that change how your team works.
- Document classification & extraction at scale
- Conversational access to operational data (MCP)
- Workflow automation agents
- Reporting & analysis copilots
Product AI features
Agentic capability inside your software.
- RAG & retrieval systems
- Conversational interfaces
- Generative features with guardrails
- Usage-based cost architecture
Data & agent infrastructure
The plumbing that makes it dependable.
- Pipelines & ingestion (documents, ERP, field data)
- MCP servers over enterprise systems
- Evaluation harnesses & regression suites
- Observability, logging, and audit trails
Engagement models
Two ways to work with us.
Fixed deliverable
Scoped Build
Best for
- A specific system or feature
- Document intelligence & automation builds
- A first AI project with contained risk
Ongoing retainer
Embedded Partner
Best for
- Sustained AI roadmap execution
- Product teams adding AI capability
- Operators compounding workflow automation
Fixed quotes on the intro call — no discovery-phase toll booth.
How we're different
Why our builds make it to production.
AI-native
We build with agents, not just for them — our own delivery pipeline is an agentic system.
Engineers multiplied by agents
Small senior teams that move like big ones, because agents do the repetitive work.
Operating context built in
Every line of code carries the operational context from the survey — we design for your real environment.
Proof
Shipped and running.
The engineers on your build have shipped systems over 5,000+ documents and 15+ enterprise systems.
See all work →One firm, the full lifecycle
Keep going.
Let's build the thing.
Bring the workflow that's eating your team. We'll tell you in 30 minutes whether it's automatable — and what it would take.