The intelligence layer for established enterprise.
We design, build and run AI systems for established businesses. They do real work: finding opportunities, chasing the follow-ups, reading the paperwork, keeping the numbers straight. We built them for our own companies first, and we run those companies on them today.
Doing it by hand costs real money. It just never shows up in your accounts.
Old processes, run by hand, leak money in the same places. Here is where.
The money you never see
Leads that go cold before anyone calls them back. Enquiries answered a day late. Deals nobody had time to look at. None of it shows in your accounts, because the money never arrived in the first place.
Invisible in the accountsMargin that leaks quietly
Quotes built on last month's costs. Numbers retyped between systems until an error sticks. Nobody loses margin in one big decision; it drains away through a hundred small manual steps.
A quiet tax on every jobToo slow to win
The first good answer usually wins the work. If your quote takes three days and a competitor's takes an hour, you lose jobs you never even knew you were in.
Speed wins workIt lives in someone's head
When the person who knows the process is off sick, on holiday or handing in their notice, the process goes with them. Growth is capped by how much your best people can hold.
Your ceiling is what they can holdExpensive people on cheap work
Senior staff spending their days retyping, chasing and formatting instead of doing the job you actually pay them for.
You pay for it twiceChurn you find out about last
Customers rarely warn you before they leave. The signs are there in slower replies and smaller orders, months before the cancellation email. By then it is long decided.
The exit interview is too lateEvery established business leaks in the same places. None of it shows on an invoice, and all of it compounds. Our whole job is getting that money back.
We build it, we run it, you own it.
Agent systems do more than answer questions. They do the work itself: researching, checking, drafting, chasing, filing. And nothing gets sent, spent or signed without a person saying yes.
Systemising
The processes that live in heads, inboxes and spreadsheets, rebuilt as systems that run themselves. A person still approves anything that matters.
App development
Platforms and portals built around how your business actually works, not how a software vendor guessed it might.
Business hub & tracking
One screen for the whole operation: live pipeline, what is overdue, who needs attention. Reporting generated from real data, not retyped.
Managed operation
We do not build and disappear. We watch it, improve it and train your people on it, month after month. An AI engineering team without the hiring.
Data & intelligence
The data your business already owns, joined up and put to work: answers, forecasts and alerts, and you can see how every number was reached.
Integration engineering
We plug into what you already run: ERP, CRM, accounts, mailboxes, spreadsheets. Nothing gets ripped out; we work with what you already have.
You describe the outcome. We engineer the system.
Pick the part of your business that hurts. These are the systems we build for established companies, and the list is a starting point, not a limit. Behind the agents is a team that lives for one thing: taking a problem you can describe and turning it into a system that works.
Autonomous business development
Prospects found, researched and contacted from your own mailboxes. Every reply drafted for your sign-off, and no follow-up ever forgotten.
Tender & quotation engines
Quotes and bids built from live costs in minutes, not days, with the margin protected.
Account intelligence
Every client account watched for renewal risk and growth signals, with the next move surfaced to your team.
Marketing production engines
Campaigns and content drafted in your voice from your own material, ready for approval.
Pricing intelligence
Prices checked continuously against costs, competitors and demand. Every change needs your yes.
Channel & partner management
Partner performance tracked, commissions worked out exactly, communications drafted for approval.
Order-to-cash administration
Confirmations, paperwork, chasing and filing handled automatically as each order moves along.
Supplier watch
Supplier prices, stock and lead times watched round the clock, with warnings before the shortage, not after.
Scheduling & dispatch
Jobs, crews and capacity allocated against live constraints, with a person making the final call.
Problems caught early
Delays and defects spotted as they happen, customers told before they ask.
Quality & process assurance
Checks and inspections enforced the same way on every job, with failures flagged immediately.
Asset & maintenance scheduling
Plant, fleet and kit watched against schedules and wear, with work orders raised before the breakdown.
Document intelligence
Invoices, orders, statements and claims read on arrival and turned into clean records.
Invoice chasing
Overdue balances chased politely and relentlessly, on schedule, sent as you from your own address.
Payables & reconciliation
Statements, ledgers and bank feeds reconciled continuously, with exceptions flagged to a person.
Promises, re-checked
Everything you have quoted, published or promised, re-checked continuously against reality.
Reports that write themselves
Board and management numbers calculated straight from source data. Exact, on time, every time.
Cash-flow visibility
Your position calculated from live ledgers, not month-end memory, with the working shown.
Screening & vetting
Candidates and suppliers scored against your own criteria, with the reasoning written down. You make the final call.
Talent pipelines
Candidate pools researched and kept warm before the vacancy exists, so hiring starts from a shortlist.
Structured onboarding
Every new starter walked through the same sequence, with anyone stuck flagged that week.
Institutional memory
The knowledge that lives in your longest-serving people, captured into systems that never resign.
Internal service desks
HR, IT and policy questions answered from your own handbook, any hour, with escalation built in.
Workforce administration
Rotas, leave, certifications and compliance records kept current, with expiries flagged early.
24-hour service desks
Routine questions answered at any hour from your own policies. Anything sensitive goes to a person.
Client onboarding journeys
New clients taken through activation step by step, with stalls visible and nothing missed.
Complaint triage & resolution
Every complaint read, classified and tracked to resolution. Nothing goes quiet.
Churn early-warning
Disengagement spotted in the data weeks before the cancellation, while it is still a conversation.
Personalised client reporting
Every client gets their own report, on schedule, generated and branded without anyone touching it.
Feedback intelligence
Reviews, surveys and emails read at volume, with the themes surfaced as a short briefing.
Enterprise command view
The whole business on one screen, ranked by what needs you today.
Market watch
Competitors, prices and demand watched continuously and delivered as a briefing, not a data dump.
Decision support
Scenarios modelled openly. Numbers calculated, never guessed.
Early-warning radars
Churn, margin slippage and operational risk surfaced while they are still cheap to fix.
Initiative tracking
Strategic projects measured against milestones from live data, with drift visible early.
Due-diligence rooms
Deal and contract documents read at machine speed, risks flagged, every answer pointing to its source.
Contract intelligence
Every obligation, renewal and notice period pulled out of your contracts and diarised.
Regulatory watch
Rule changes in your sector tracked, mapped to your exposure and briefed before the deadline.
Fraud & anomaly detection
Transactions screened for the abnormal, flagged with the evidence already assembled.
Incident & claims tracking
Every incident logged, triaged and pushed to resolution on a timeline. No incident sits unowned.
Audit trails built in
Every decision recorded with its reasoning as it happens, so compliance is built in, not bolted on.
Data unification
Records scattered across systems and spreadsheets pulled into one place you can actually query.
Systems integration
ERP, CRM, accounts and mailboxes joined up, so information entered once exists everywhere.
Legacy modernisation
The spreadsheet your business secretly runs on, rebuilt as proper software without stopping the business.
Answers from your own documents
Your documents and history answerable in plain English, with the source document one click away.
AI inside your existing software
The software you already own, given the ability to read, draft and act, under your approval.
If you can describe the job in plain English, we can build the system that does it. This list is where the conversation starts.
Built in our own companies. Run with our own money.
Five systems stand behind this page, all built for our own companies and run with our own money. The industries do not matter; the machinery does.
A person approves anything that spends money or leaves the building.
Money figures are calculated from source data, never typed in.
Every automated decision is logged where you can read it.
If a system cannot verify something, it says so. It never guesses.
What you would use us for.
Real systems, deliberately different from each other. The same discipline every time.
Continuous market intelligence
Watches markets, prices and competitors around the clock and sizes up every opportunity before a person sees it.
For any business that wins by knowing firstOutreach with institutional memory
Finds the right companies and the right contact, then opens the conversation from your own mailbox, having checked every past relationship first.
For any business that grows by approaching the right people, correctlyDocuments into decisions
Turns thousand-line commercial documents into checked, priced decisions, then runs each order start to finish.
For any business buried in inbound paperworkA managed AI workforce
A team of specialist agents doing real research, vetting and analysis inside one business, wired to its live records.
For any business with more know-how than people to apply itRetention, detected early
Walks customers through a structured journey and spots the ones drifting away, days before they would have cancelled.
For any business that loses revenue quietly, one lapsed customer at a timeA self-governing data budget
Meters what the systems spend on data and AI, puts budgets on it, and refuses to pay for what does not work.
For any business paying per call for data, verification or AIPricing that always agrees
Fees, costs and both VAT treatments calculated in code and applied the same everywhere, so no two screens can ever disagree.
For any business where a wrong figure becomes a committed lossReply triage and drafting
Reads incoming email, sorts it, and drafts the replies under your playbook. Every send waits for a person.
For any business whose inbox is where the day disappearsOwner command consoles
A live view of the whole machine: what it did, why it did it, and one-click controls an owner can actually use.
For any leadership team running on instinct and month-old reportsBusiness names and figures have been redacted for confidentiality. We share the detail in conversation.
How working with us actually goes.
The conversation
A straight conversation about your operation, what is slowing it down and what you want from it. You talk to the people who do the engineering; there are no salespeople. If we are not the right fit, we will say so.
Deliverable A straight answer on whether we can helpThe operational audit
We walk your operation with your senior people and map where hours, margin and opportunity are going missing. Findings come back quantified, ranked and priced, including the systems we would advise you not to build.
Deliverable A written, costed diagnosisArchitecture & blueprint
The system is designed before anything is built: how the data flows, where the agents sit, where the approval gates go, what it costs to run and what it returns. All documented for your sign-off.
Deliverable A complete blueprintEngineering
We build to the blueprint in stages you can see and challenge, with automated checks throughout and human gates anywhere money or reputation is on the line.
Deliverable The working system, in stagesDeployment & adoption
The system is wired into what you already run, and your people are trained on it. You own it outright, documented well enough that any good engineering team could maintain it.
Deliverable A system in service, owned by youManaged operation
We stay on as the engineering team behind it: watching, improving, extending and training. Staying with us is a choice, never a lock-in.
Deliverable A system that keeps getting betterEverything so far was built inside our own companies, in commerce, distribution and training. The approach fits any established business that runs on documents, enquiries and follow-ups, whether that is manufacturing, distribution, professional services, trades, retail or training. That is nearly every business there is.
Find out what manual work is really costing you. Before another year of it.
A straight conversation with our team. No salespeople and no obligation. If we can help, we will arrange the audit; if we cannot, we will tell you.
Speak to our team →