how we do it
How we work on AI & Automation.
One agent, one workflow, deployed in your environment — not a demo on a landing page. Fixed fee, agreed success criteria, and an honest go / no-go recommendation at the end.
/ Support and inbox triage / Document processing and extraction / Lead qualification and routing
AI features inside your product, grounded in your own data so they answer with your facts instead of hallucinations. We run this in production: Vocab generates AI mnemonics for language learners on demand.
/ RAG over your documents and data / AI features in web and mobile apps / Model selection across OpenAI, Anthropic, and Groq
Every agent ships with an evaluation harness, monitoring, and a human-review surface — so you can see what it did, what it got right, and what it escalated. Then all of it transfers to you.
/ Evaluation harnesses and monitoring / Human-in-the-loop review surfaces / Full transfer of prompts, code, and evals
Let's talk
Ready to put an agent to work?
Start with a pilot: one agent, one workflow, three to four weeks. You keep everything we build.
You'll talk directly with one of our engineers.
selected case studies
Our recent work on AI & Automation.
TECH STACK
The tools we actually ship with.
Models
- OpenAI
- Anthropic
- Groq
Retrieval & RAG
- pgvector
- Pinecone
- Elasticsearch
Orchestration
- Vercel AI SDK
- LangChain
- Celery + Redis
Evals & Observability
- Langfuse
- Custom eval harnesses
- PostHog
Backend
- Python (FastAPI)
- Node.js
- PostgreSQL
Infrastructure
- Vercel
- AWS
- Supabase
- Upstash
Let's talk.
Tell us what you're building. An engineer — not a salesperson — will reply within 24 hours.
next steps:
→ We'll get back to you within 24 hours.
→ Let us know if you require an NDA.
→ You'll be speaking directly with one of our engineers.
FAQ

