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AI automation. Engineered around your business.

We build custom AI systems, workflows and software that eliminate repetitive work, connect your existing tools, and give growing businesses their time back.

AI Ops · Engineering Studio
UK · 2026
What we build

Five things we ship, tailored around how you already work.

Every sprint delivers one of these to production. If your problem is close but not quite one of these, we still build it.

SOURCES · 214ASKSOURCE · POLICY-04CITED · NEVER GUESSES
Sprint · 01

Internal Knowledge Assistant.

Every policy, contract, spec, playbook and past project, indexed and answerable in a chat your team already knows how to use.

  • Ingests PDFs, Notion, Drive, SharePoint, Slack archives
  • Cited answers pointing back to the source
  • Role-based access respects who can see what
Standard · 4 weeks · £10,000
INBOX · 47SARAH@…MIKE@…HELEN@…JAMES@…CLIENT@…READ · SORTDRAFT REPLYAttach: Q3-proposal.pdfROUTE TO OPSOwner: Helen, Due: FriCREATE CRM TASKDeal: Acme, Stage: QualHUMAN IN THE LOOP · NOTHING SENDS WITHOUT YOU
Sprint · 02

Inbox Automation.

Inbound email is read, categorised, routed to the right person and turned into a draft reply. Nothing sends without you clicking. Nothing gets lost in a queue.

  • Triage, tag, route and draft in one pass
  • Creates the CRM task and the calendar hold automatically
  • Human in the loop by default
Focus · 2 weeks · £5,000
LEADQUALIFYSCOREASSIGNCLOSE928774
Sprint · 03

Sales Pipeline Automation.

New leads are qualified, scored against your ideal-fit criteria, assigned to the right rep and followed up automatically. Your team stops chasing forms and starts closing.

  • Any inbound source, from Typeforms to phone transcripts
  • Custom scoring per team, per product line
  • Two-way with HubSpot, Pipedrive, Salesforce, Notion
Standard · 4 weeks · £10,000
INVOICE · 04812SUPPLIER · ACME LTDITEMConsulting hoursQTY12RATE£95.00SUBTOTAL£1,140.00VAT 20%£228.00TOTAL£1,368.00DUE12 Sep 2026POPO-2278STRUCTURED · JSONsupplier: "Acme Ltd"invoice_no: "04812"total_inc_vat: 1368.00vat_amount: 228.00due_date: "2026-09-12"po_ref: "PO-2278"currency: "GBP"line_items: 1→ XERO · CREATED
Sprint · 04

Document Processing.

Invoices, quotes, contracts, PoDs, statements. Read the paperwork, extract the structured data and push it into the systems that need it. No more manual re-typing.

  • Handles PDFs, images, scans, email attachments
  • Extracts fields with named-line accuracy
  • Ships straight into your ERP, accounting or ops tool
Focus · 2 weeks · £5,000
ACME OPERATIONS · CONSOLEOVERVIEWJOBSCLIENTSINVOICESTEAMREPORTSSETTINGSJOBS£128kMRR96%ON TIME42ACTIVE JOBS3FLAGSJOB · 04812JOB · 04813Acme Ltd · £2,140Northline · £860ON TIMEFLAG
Sprint · 05

Custom Internal App.

Sometimes the fix is a proper piece of software. A client portal. A quoting tool. An ops console. A dashboard for the owner. We build the bespoke internal tool that everyone else says cannot be built for the money.

  • Modern web app, secured, hosted, monitored
  • Talks to your existing stack, does not replace it
  • One-week UX design phase before we write anything
Expanded · 6 weeks · £18,000
What a sprint returns

6 to 20 hours a week. Back where they belong.

A Focus Sprint typically returns a full working week per month, for every person who used to do the work by hand. Numbers vary by process. We name a target range in your audit and we hold ourselves to it.

A week, one workflow−18 hrs
0h6h12h18h24hBEFORE24hAFTER6h18 HRS BACK
  • Build time2 wkFocus sprint
  • Replaces1 workflowEnd to end
  • Payback< 90 daysOn the sprint fee
Estimated at audit · tracked after we ship
Process

observe. design. engineer. improve.

Every project follows the same four beats. Same order, same rhythm, whatever we build for you.

01

Observe.

A week to a fortnight inside your business. Interviews, screen-shares, workflow mapping. We name the friction, not just the symptom.

Deliverable
Workflow map · time-loss report
02
4wkTRIGGERPROCESSOROUTPUT

Design.

The audit becomes a shortlist of one to three interventions, each sized against real hours saved. Scoped and tied to a number before we write any code.

Deliverable
Fixed scope proposal
03
123456SHIPPED

Engineer.

Production-quality software, shipped in weekly demos to your infrastructure. Not a prototype, not a slide deck. Working code you own from day one.

Deliverable
Working software · in your stack
04
£128kALL GREEN

Improve.

Once live, we stay on. We monitor the system, extend it as the business changes, and roll into the next round when you are ready.

Deliverable
Monitoring · new capabilities
Core principles

The rules we build by.

Six lines we do not cross. They protect the quality of the work, and they protect you from us selling you something you do not need.

Simplicity beats complexity.

The best system is the smallest one that solves the problem. We resist clever, favour boring, and keep the surface area you have to maintain small.

01
Integrate before you replace.

You already own tools your team knows. We extend them where we can, and only recommend replacement when the tool is genuinely holding you back.

02
Automation should raise human judgement.

We automate the tedious, not the discerning. Software handles the shape of the work so your people can focus on the calls that need a person.

03
Every recommendation ties to a number.

Hours saved. Revenue moved. Errors avoided. If we cannot name the outcome, we do not build it.

04
Quality is faster than speed.

We ship working software fast because we build it properly. Cutting corners on the boring parts costs you months later.

05
Technology is never the product.

Nobody buys AI. They buy more revenue, lower costs, and time back. Whatever we build has to earn its keep against those numbers.

06
Who we work with

Built for owner-managed businesses.

Different tools, same shape. If your operations feel manual and your systems no longer quite fit, one of these will sound familiar.

01 · Sector

Estate agencies.

Match new instructions to properties, generate viewing notes from voice memos, chase down stale listings, and keep the CRM current without anyone touching it.

02 · Sector

Accountancy firms.

Turn client emails into tasks, draft VAT and management-account replies from your working papers, and give partners a real-time view of every job's status.

03 · Sector

Recruitment companies.

Score inbound CVs against every live role, draft the shortlist notes your consultants would write, and keep the CRM in step with LinkedIn without the copy-paste.

04 · Sector

Law firms.

Draft the boilerplate correspondence, pull the right precedent from your DMS, generate the client update, and log the time. Fee earners keep the judgement calls.

05 · Sector

Logistics companies.

Read every driver update, PoD and exception, and roll them into live dashboards, customer notifications and management reports without a single spreadsheet.

06 · Sector

Manufacturers.

Turn shop-floor logs into planning data, catch stock issues before they hit production, and give the owner a phone dashboard that answers “how are we doing today” in one glance.

07 · Sector

Surveyors.

Turn site photos, voice notes and rough sketches into structured survey reports. Chase down measurements, valuations and revisits without anyone re-typing what was already said in the van.

08 · Sector

Architects.

Pull the right precedent from your archive, generate spec-compliant document drafts, and turn RIBA-stage handovers into structured deliverables. Keep design time on design.

10–150
Employees
UK
Based
2–6 wk
Sprint length
How to work with us

Four steps. Fixed prices. No mystery.

Start where you like, stop when you like. Nothing is bespoke pricing, nothing is quoted after the fact.

Step 03

Build Sprint.

One system. One price. One timeline.

Written down before we start, delivered to production, not to a prototype. Every sprint ships one of the five things we build.

  • £5,000Focus · 2 weeks · one automation shipped
  • £10,000Standard · 4 weeks · one connected system
  • £18,000Expanded · 6 weeks · a full workflow rebuilt
Step 04Where LTV lives

Care Retainer.

Where the studio becomes your engineer.

Once your first sprint ships, we stay on. Monitor the system, extend it as the business changes, and roll into the next sprint when you are ready.

  • £750/moLight · monitoring + ~6 hrs/mo of changes
  • £1,500/moStandard · monitoring + ~15 hrs/mo of changes
  • £3,000/moDeep · monitoring + ~30 hrs/mo of changes
Every sprint includes.
  • Fixed scope, fixed price, fixed timeline
  • Ships to production, not to a prototype
  • Weekly demo of what has shipped so far
  • Full source and access from day one
  • Modern web app, secured and monitored
  • Talks to your existing stack, does not replace it
Every retainer includes.
  • Everything the sprint includes, plus:
  • System monitored, we alert you before you feel it
  • Monthly hours cover bug fixes, tweaks and small features
  • Bigger features scoped as a new sprint at 15% off
  • Direct Slack or email access to the studio
  • Monthly hours report so you always know where you stand
Founder track record
33
Projects delivered
£70k+
Client work billed
100%
Job success
Top Rated
Platform standing
Founding cohort
Accepting our first three case-study clients. Founding-cohort pricing on request.
Book your diagnostic call
Questions

The nine things people ask before booking an audit.

If yours is not here, ask us on the diagnostic call. Zero question is a bad one at that stage.