Featured system
Contract Review
Reads complex inputs and extracts key clauses, dates, parties and obligations. The same review pattern applies to policies, briefs and other high-context documents.
Our work - What we build.
We build applied AI systems for teams. The examples below show how we approach intake, review, drafting and quality control, plus the products we ship ourselves. We also run workshops when they help. Global delivery, with Europe-resident infrastructure when required.
Applied AI systems
Working AI systems you can test on your own data.
These are proof points from our current lab, not the limit of what we can build. Book a call and we will show how the same patterns map to your team.
AI system 02
Document Intake
Classifies incoming files or requests, extracts structured data and routes them to the right workflow. Replaces manual sorting and data entry.
AI system 03
Template Drafting
Generates structured first drafts from your data and templates. Reports, memoranda, client letters or internal updates. Ready for review, not written from scratch.
AI system 04
Quality Gate
Reviews outputs against your rules and standards before they go out. Catches inconsistencies, missing fields and formatting issues.
Book a 15-min callWe'll run it on your data. 15 minutes.
Engineering lab
Products we build and ship ourselves.
Engineering lab
NoteWhisper
Scope
iOS App · AI · Design
Status
2024 – Present
Product spotlight
Turn your voice into structured knowledge
NoteWhisper is an AI-powered voice-to-notes app for iPhone and Apple Watch. Built on the same server-side AI pipeline architecture we use for document processing: raw input in, structured data out.
Swift 6/SwiftUI on the client. gpt-4o-transcribe and GPT-4.1 on the server via Modal for GPU compute. Full Apple ecosystem: Watch app, keyboard extension and Live Activities.
View projectHands-on design and engineering
Engineering lab
Ad AI Image
Scope
Shopify App · AI · E-commerce
Status
2025 – Present
Product spotlight
AI ad creatives for Shopify merchants
A Shopify app that generates ad images and copy from product photos. AI agents handle background removal, scene generation and copywriting. Merchants get platform-ready creatives without hiring a designer.
React Router and tRPC on the frontend. LangGraph agents orchestrate Claude Vision, FAL.ai and OpenAI on the backend. Prisma/PostgreSQL for data, Inngest for async job queues, Cloudflare R2 for storage. Usage-based billing via Shopify's billing API.
View projectHands-on design and engineering
Choose the right path
Tell us whether you need to assess, enable or ship.
We will tell you which motion fits best, what good signal would look like and whether a workshop, pilot or buildout makes sense.
Prefer email first? Send a short brief and tell us what the team is trying to decide.