3–4 wksKickoff to a working agent
1Workflow, automated properly
100%Code, prompts, and evals yours

how we do it

How we work on AI & Automation.

AI Agent Pilot

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

LLM Integration & RAG

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

Guardrails, Evals & Handover

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.

Book an intro call

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

Straight answers to fair questions.

A small, senior, remote-first product studio. We design, build, and launch web and mobile MVPs, ship practical AI features and agent pilots, and run the growth engineering — SEO, performance, analytics — that gets products used. One team, end to end.