01 / 06 · Build
AI Products & Apps
MVPs, web and mobile apps, enterprise software, REST APIs, and MCP servers. An idea becomes a product your customers use.
Idea to live MVP in about a month
Explore AI products →AI Products · Systems · Automation
We build the AI systems and AI products ambitious teams run on.
We turn scattered tools and manual work into one system your team runs on, then build the AI products and agents on top. Shipped to production in days, tied to a number that matters, and yours to keep.
Trusted by 150+ teams over 10+ years
Services
What we build for you.
Six things we ship. Every one goes live in production and stays yours. Open the line closest to what you need.
02 / 06 · Claude
Claude Implementation
Claude put to work across your business: agents that reason and call your tools, workflows built and optimised around them, and the manual work automated. Includes chatbots and RAG assistants trained on your own docs, every answer sourced.
Built on Claude, wired into your stack
Explore Claude work →03 / 06 · Voice
Voice Agents
Agents that answer and place real calls, qualify callers, and book appointments around the clock.
Inbound and outbound, multilingual
Explore voice agents →04 / 06 · Automate
Workflow Automation
Make, n8n, Zapier, and custom code connecting the tools you already pay for, so the busywork runs hands off.
Teams recover about 12 hours a week
Explore automation →05 / 06 · Outbound
GTM & CRM Setup
Signal based outbound built as a system: buying signals detected on a schedule, enriched to a verified contact, then worked across email, LinkedIn and voice, with your CRM writing back the same day.
Outbound that waits for a reason
Explore GTM systems →06 / 06 · Foundation
Notion & ClickUp Systems
Workspace architecture, SOPs, dashboards, and integrations, so the business runs on one source of truth.
One system your whole team runs on
Explore the foundation →Not sure which line is yours? That is what the call is for. Book a free strategy call and we will tell you honestly.
Example AI agents
Real AI agents, live in days, not months.
Eight agents with one job each, wired into the tools you already run. Every one gets tailored to your stack before it ships. You choose which ones run, and how often.
Swing a badge. Click one to meet the agent. Swipe for all 8 →
Need something specific? We scope it on a free call and tell you honestly if an agent is even the right tool.
Before & After
The Impact We Bring.
Real teams, real turnarounds, across everything we build. Scroll the line through them.
Production record
Production AI, shipped across industries.
Real systems in production across healthcare, capital markets, and enterprise data. Client names withheld under NDA.
90%
less manual work on the flows we automate
150+
teams built and shipped for
<4 wks
typical time to a production build
100%
built in your accounts, owned by you
Report 01 · Healthcare
Clinical notes, written by the AI.
- Challenge
- Clinicians were losing hours every day writing up patient encounters by hand, pulled away from actual care.
- Result
- An AI medical scribe that turns each conversation into discharge summaries, SOAP notes, and referral letters, with speaker diarization and clinical-grade transcription, HIPAA-ready and running inside their EHR.
- 2 hrssaved per clinician, per day
- 95%+transcription accuracy
- HIPAAready by design
- In-EHRno new tools to learn
↓ structuring
Report 02 · Capital markets
Fraud caught as it happens.
- Challenge
- A national stock exchange was catching suspicious derivatives activity after the fact, from overnight batch reports.
- Result
- A real-time fraud analytics engine that scores and flags suspicious trades the moment they hit the book, so the surveillance team acts on live risk, not yesterday's report.
- Real-timetrade surveillance
- <1 secto score a trade
- 24/7always-on monitoring
- Millionsof trades screened daily
screened 0flagged 0hover the tape
Report 03 · Enterprise data
Ask your data in plain English.
- Challenge
- Every data question routed through a stretched BI team, so answers took days and the backlog only grew.
- Result
- A RAG text-to-SQL agent that answers plain-English questions with correct, guarded SQL, blocking hallucinated columns and invalid joins, so anyone gets a trustworthy answer in seconds.
- Secondsfrom question to answer
- 70%fewer tickets to BI
- No SQLplain English in
- Guardedagainst bad joins
Anonymized from real production work. Figures are representative of the outcomes delivered. Book a strategy call
Our own products
We ship AI products, not just decks.
The fastest way to judge a build partner is to look at what they built for themselves. These are ours, live and downloadable, and every one of them is a case study you can read in full.
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P/01On-device AI
HuddleOwl
Local-first AI, built on open models. A real-time AI meeting coach that runs entirely on your laptop. We customised and re-tuned whisper.cpp and llama.cpp until an open model could coach a live call, with zero bytes leaving the machine.
Read the case study →
-
P/02Built end to end
Mero AI
An AI product, shipped end to end. A full web app, native integrations, a documented REST API, an MCP server and the docs, designed and built with Claude Code and Cowork the whole way.
Read the case study →
-
P/03In production
BaseToPDF
Notion databases into PDFs and ERDs. A Canva-style editor that turns Notion databases and pages into polished PDFs and ERD diagrams, in production for real businesses.
Read the case study →
Why teams choose us
Work directly with the people writing your code, not a vendor you have to chase.
We are builders and engineers who have shipped for 150+ teams over 10+ years. The person on your first call is the person writing your code, right through to handover. Everything lands in your own accounts, documented and yours to keep, with no offshore juniors, no account managers, and no lock-in.
Results.
Every build is tied to one number that matters to you: revenue up, hours saved, or churn down. If it does not move that number, we do not ship it.
Reliability.
What we build runs in production without babysitting, tested against your real workflow and fully documented. It stays stable long after we have handed it over.
Relationships.
Most clients come back for the next build, because the first one worked and the people behind it were easy to reach. We stay reachable after handover, not just during the project.
Questions
The things teams ask before we start
The blog
Fresh thinking, shipped weekly.
AI & Automation
What Reddit Really Thinks About AI Agent Spending
The budgets are booming, but the builders on Reddit are skeptical. Five real threads on AI agent ROI.
ClickUp
ClickUp AI Agents in Chat for SMB Ops
How ClickUp Autopilot agents answer questions and create tasks right inside chat.
AI & Automation
Google's No-Code AI Agent Builder for Small Businesses
What Google Workspace Studio means for small teams that want agents without code.
A few partners at a time
We only take the work we're confident we can 5x.
We run a small senior team and take on a limited number of partners, so we are honest about fit before anyone signs. If we do not believe we can return roughly 5x to 10x on what you spend, we will tell you that on the call instead of wasting your time or ours. This is built for teams ready to invest in outcomes, not fund experiments.
Pick a time that works. It books straight into our calendar.
Free · 30 minutes · No pitch · You keep the roadmap either way
Strategy call · 30 min · free
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