AI & software studio · Taking new partners
We study how your business actually runs, find what's slowing it down, and build the AI and software that removes it. Then we measure the difference.
AI engineering · Software · Design · DevOps · Growth
What clients come to us for
Requests, claims and sign-offs that clear in hours, not days.
Documents read, checked and filed automatically. No more re-typing.
Accurate replies drafted from your own knowledge, in seconds.
The same team handles more work, without hiring to keep up.
Years of files and spreadsheets turned into answers and reports.
The app or internal tool you've been planning, built and launched.
Why we exist
Most teams aren't short on ambition. They're short on a map. So we don't start with a chatbot; we start with how your work really flows.
PDFs, inboxes, CRMs and shared drives full of knowledge that no model, and no new hire, can reach.
Manual hand-offs, re-typing and chasing approvals. The same five people answering the same fifty questions.
Pilots that never reach production, tools that don't talk to each other, and no way to tell what's working.
What we do
AI is rarely the whole answer. The lift usually needs data work, software, design and a plan for adoption, so we bring all of it.
We sit with your team, map every workflow end to end, and measure where time, money and patience leak. You get a ranked list of where AI and automation pay off first, and where they don't.
See what the review includes →We clean, structure and connect the data you already have so AI can use it: retrieval, pipelines, governance.
Agents that read, compare, draft and decide inside your tools, with people reviewing where it matters.
Web and mobile apps, internal tools and integrations, built by engineers who ship every week.
Research, UX and interfaces that make powerful tools feel simple, so people actually use them.
Infrastructure, CI/CD, monitoring and cost control. Fast, safe and boring, in the good way.
AI strategy, build-vs-buy, team upskilling, and the marketing that turns a great product into a growing one.
Free · Our starting point
Before anyone writes code, we find out where your business actually loses time and money. You get a one-page Drag Report you can act on, with us or without us.
Free, no obligation. One process per company.
Where AI fits
A few of the patterns we look for in every audit. Pick a team.
How we work
No 200-page decks. You see progress every week and numbers you can check.
Interviews, shadowing and data review. We learn your business the way your best employee knows it.
Weeks 1–2A bottleneck map and a roadmap ranked by impact and effort, with a clear first win.
Weeks 2–3We design, engineer and integrate in short sprints, with working software every week.
Weeks, not quartersLaunch, train your team and measure the results, so you can see exactly what changed.
OngoingOur work
An AI skin coach in production. It reads a face scan, pins every spot to its exact place, and tracks each one from scan to scan, with a coach that reasons over the user's own history. We built all of it: the models, the app, the backend and the growth engine.
Agents extract price, specs and delivery terms from every supplier quote and line them up across hundreds of items, with confidence thresholds before anything reaches a buyer.
A validation pipeline that reads invoices, contracts and forms, checks every line item and matches it to purchase orders, flagging only the exceptions.
Hybrid search over policies, product catalogues and support history, returning sourced answers that staff can check in one click.
Monitors 200+ sources daily (web, filings and news) and turns pricing and product moves into a short brief.
Figures as reported by the deployments.
Business-process diagrams (BPMN) become spaces a team walks through together on Meta Quest 3 and Apple Vision Pro. Ask the AI assistant about any step out loud and hear the answer. Edit a step and everyone in the session sees it at once.
React Three Fiber · WebXR · Azure OpenAI · WebSockets
20+ products since 2018, for clients and for ourselves, on iOS, Android and the web.
One app to order from many restaurants and stores, with cuisines, filters, saved addresses, delivery zones, memberships and push order updates. Vendors, menus and orders run from a web back office.
Native shopping apps kept in sync with the retailer's WooCommerce catalogue: search, wishlists, checkout, order tracking and push campaigns. A multi-vendor edition adds vendor storefronts and map-based listings.
Customers find a salon, choose services and staff, book a slot, apply offers and pay in the app, with SMS one-time codes and push notifications. Owners run the calendar, staff, coupons and expenses from a web back office.
People post ads by category and condition, browse by city, save favourites and chat with sellers in real time.
Passenger and driver experiences in one app: offer and search rides, live maps, vehicle management, national ID checks, in-ride chat, promotions and card payments.
Routes, stops, depots and city operators in one place, with performance reports and charts for managers.
Players build riddles in rounds with clues and video, challenge friends and climb leaderboards. Answers match on synonyms pulled from three thesaurus sources, so “big” and “large” both count.
One-to-many WebRTC broadcasts, RTMP live streaming from Android, push-to-talk voice rooms and in-app video calls, built into several client apps.
The team
A senior, cross-functional team that has shipped AI and software to production, and knows how to get people to use it.
LLMs, agents, retrieval, computer vision and evaluation.
Web, mobile, APIs and integrations with what you already run.
Product, UX and brand, turning complex systems into calm interfaces.
Cloud, pipelines, monitoring and security, around the clock.
Positioning and growth that put your product in front of the right people.
We're always meeting great engineers, designers and marketers. Say hello →
Ways to work together
A focused audit of one team or process, ending with a costed first project.
2–3 weeks
We take a defined problem from idea to production: AI, software, design and launch.
Weeks to a few months
An extension of your team on a monthly retainer. We keep finding drag and shipping fixes.
Monthly
That's where most of our clients start. Our bottleneck audit answers that question with evidence. Sometimes the best fix is AI, sometimes it's a simple automation or a better tool.
Yes. Most valuable data is messy: scanned PDFs, old spreadsheets, email threads. We clean, structure and connect it so AI systems can search, reason over and act on it safely.
No. We're a full-service studio: software engineering, design, DevOps, marketing and consulting. AI is our specialty, but we'll help with whatever moves your business forward.
It depends on the problem. A bottleneck sprint takes 2–3 weeks and a build usually takes weeks to a few months. Afterwards, some clients keep us on to run and improve what we built; others take it from there with a full handover.
We work under NDA, follow least-privilege access, and design every system around your compliance needs, including private model deployments when data can't leave your environment.
Both. Startups come to us to build and launch fast; established companies come to modernise operations. The process scales to either.
Let's talk
Describe a process, a pile of data or an idea. We'll reply within one business day with honest thoughts on what's possible. Free, no strings.
