Overview
What we deliver.
We build agentic systems that don't just answer prompts. They plan, execute, and ship. From LLM integration to fully autonomous agent loops, we make AI a force multiplier inside your product and your engineering org.
Agentic workflow design
Autonomous agent loops that run from planning through deployment, for team-scale output from a lean team.
LLM integration
Production-grade LLM features wired into your app with the latest models, guardrails, and evaluation.
MCP & custom tooling
Model Context Protocol servers and tools that give AI safe, powerful access to your systems.
By the numbers
Proof, not promises.
24/7Autonomous agent loops
100K+Transactions automated
10xEngineering leverage
1Engineer, team output
Track record
Shipped, in production.
Real systems we've delivered for real teams.
- Umbra Pay: A production fintech platform operated via AI-native agent loops running planning through deployment, one engineer at team-scale output.
- Agentic delivery: Designed agentic workflows and LLM integrations (Claude Code, MCP) that compress the build-test-ship cycle dramatically.
- Healthnote: Hardened business logic with Zod-based domain modeling, the kind of rigor that makes AI automation safe to trust.
Tech we bring
- LLM Integration
- Agentic Workflows
- Claude / MCP
- TypeScript
- Python
- NestJS
- AWS
- Vector Search
Ready to go AI-native? Let's automate it.
Tell us where the busywork is and we'll put autonomous agents on it.
Start a project →