For traditional businesses ready to turn their operations and data into real, shipped AI products - not another “AI strategy workshop” PDF. We audit, we roadmap, we build.
For businesses that want shipped product, not slide decks.
You hire a Big-4 advisory team, get six weeks of workshops, and walk away with a slide deck. No product. No code. No competitive advantage. Just a roadmap that ages out in a month.
Your ops team works in spreadsheets. Customer data is in a CRM. Invoicing is somewhere else. Connecting any of it to AI sounds expensive and complicated - because for most agencies, it is.
Generic chatbots that don’t know your business. AI-generated content nobody asked for. You know there’s a real opportunity here, but the templated AI features your competitors ship aren’t it.
Six months ago AI looked optional. Now competitors are quietly outshipping you because they automated half their ops. The window to catch up is open - but it’s closing.
You can stop after any phase. Each one has a deliverable you can use - or take to another partner - even if we don’t continue together.
We embed with your team. Walk through your operations, your data, your day-to-day. We talk to the people who actually run things - the COO, the ops lead, the customer-success manager. Then we map where AI moves the needle.
You walk away with
An opportunity map showing every prioritised AI use case, scored by impact and effort. You keep this even if you don't proceed.
We turn the audit into a costed, sequenced plan. What to build first. What to buy off the shelf. What to ignore. Each item has success metrics, integration requirements, and a realistic timeline. No vapourware, no “phase 2” magic.
You walk away with
A roadmap you can take to your board, your budget process, or any other engineering partner.
We build and deploy the highest-impact items. Chatbots that know your data. Automations that erase manual work. Bespoke SaaS connecting to your operations. We don’t hand off to a black-box dev team - we build it.
You walk away with
Production AI products integrated into your business, with docs and handover so your team owns them.
Four product shapes we build most often. Stack varies by need - we pick the right tool, and stay model-agnostic via OpenRouter so you ride the curve instead of getting locked in.
Chatbots and internal tools connected directly to your CRM, ops platform, and documents. They give your team and your customers answers grounded in your actual business - not the public internet.
The repetitive tasks your team hates - data entry, lead routing, contract review, invoice processing - rebuilt as AI-driven workflows. Run in the background. Audit logs. Human-in-the-loop where it matters.
When off-the-shelf isn’t a fit, we build it. Internal platforms that wrap AI around your unique processes. Member portals, vendor management, custom CRMs - all designed to use AI where it earns its place.
You don’t need to rebuild your stack to ship AI. We add AI capabilities to your existing app - whether it’s on Bubble, Webflow, a custom Rails monolith, or anything else - through clean integration layers.
A short list of the AI opportunities we see most often in different industries. The audit goes deeper - this is the shape of what we build.
Document review automation. Intake chatbots that triage cases. Research assistants grounded in your firm's playbooks.
Personalised search. Returns & support automation. AI-driven product recommendations from your real inventory.
Listing summarisation. Tenant communications. Lease and document extraction. Internal portals for ops teams.
KYC document processing. Risk and exception triage. Internal research and compliance assistants.
Supplier and quote processing. Inventory and demand forecasting. AI-augmented internal reporting.
Intake automation. Scheduling assistants. Privacy-first internal tools with strict data boundaries.
Sometimes the bottleneck isn’t AI - it’s data hygiene. Sometimes a process change beats any model. Sometimes you’d be paying for AI when a $40 Zapier automation wins.
The audit tells you honestly which one you are. If AI isn’t the right move yet, we’ll say so - and you walk away with the analysis that proves it. That’s cheaper for everyone than discovering it three months and $150k in.
30-minute discovery call. We’ll talk through your operations, your data, and where AI moves the needle - or doesn’t.
No NDA. No slide decks. No PM in the meeting.
