01 · Woodlark AI
The gap between using AI as a chat interface and integrating it across everything your business does — so it sees how you work, surfaces what matters, and stays two steps ahead — is vast. We're obsessed with that gap. We sit with you, learn how you actually run, and build the layer that lives over the top.
On-site, written, as long as it takes. When you do things, how, what systems you use, who your people are, what you're trying to achieve. Then we tell you where a layer earns its keep — and where it doesn't.
One portal. Acute visibility across commercial, operations, marketing, and customer health — pulled live from your real systems. It doesn't feel like AI. It just stays two steps ahead of the questions you'd normally have to chase down.
The system surfaces signals. Your team acts on them. We tune it weekly — the layer learns from your decisions and gets sharper every cycle. Liability stays clean. You stay in command.
Same shape, different stacks. Each one stays — and gets sharper every week.
Their pipeline lived in one system, their warehouse in another, their delivery performance in another, their customers' reviews somewhere else again. We pulled all of it into one screen. The team now starts every morning with a single line telling them what's changed overnight: a deal that's moved, warehouse pressure building, the 99.91% UK 24-hour delivery rate holding, a Trustpilot score slipping on one of the brands they ship for. Built in a working week. Still in use, sharper every week since.
Their brand customers were forever asking the same question — "what's happening with my orders?" We gave each brand a private window into their own stock, the orders going through, the ones that went wrong, and the reviews coming in. Plus a single line every morning flagging anything they needed to know. By month two, those "what's happening?" emails had dropped from dozens a week to a handful.
Three different teams, three different views of the same business. New customers come in at one end. The team doing the work sees their daily jobs and which invoices have landed. The people running the business see the bigger picture — pipeline, projections, which customers are quietening down. Everyone signs into the same place; everyone sees the slice that matters to them. Nobody waits on anyone anymore.
No 60-page strategy. No theatrics. Live tiles in your team's hands by the end of week two — and a system that sharpens every week after.
We sit with you. We learn how you actually run — when, how, with what, with whom. We come back with a written brief and a shortlist of where the layer earns its keep.
Three live tiles in your team's hands by end of week 2 — real data, real names, real numbers. Pulled from your actual systems, not mocked.
CRM, warehouse, accounting, inboxes, carrier APIs, customer Shopify, Trustpilot — whatever your layer needs to see. The view widens; the signal sharpens.
The layer self-improves from your team's decisions. We meet weekly to sharpen what's noisy and add what's missing. We stay.
Woodlark Associates is a 45-customer operation with zero paid spend. Every brief, every client signal, every Trustpilot drift, every overdue invoice, every blog post draft — surfaced in one view we built for ourselves before we built it for anyone else.
We've put the same shape into a £22m 3PL, a consumer-brand fulfilment operator, a multi-tenant services platform — and ourselves. Different stacks. Same discipline.
The work runs on your data, against your systems, owned by your team. We sit beside it, not above it.
Yours. Every line of code, every credential, every dataset stays inside your environment. We deploy it; you own it. We've built on OpenAI, Anthropic, on-prem open weights, and bare-metal classifiers depending on the problem — we pick the cheapest thing that earns its keep, not the most fashionable.
Weekly. We sit in your week with a one-hour tune session, watch the layer being used, and ship the next batch of sharpening. We don't take operational decisions for you and we don't carry your liability — the system surfaces signals, your team acts on them. If the tune ever stops being worth the retainer, you turn it off on 30 days' notice.
Your data stays on your infrastructure. When external models are unavoidable, we tell you exactly what crosses the boundary and route through privacy-respecting providers. IP in everything we ship is yours, full stop.
Book a 30-minute call. We'll listen, ask the awkward questions, and either sketch what your layer could look like — or tell you it's not the right tool for the job yet.