Arkwright

AI Opportunity Audit · 1–3 weeks

Find the AI work worth doing first.

A short, focused look at where AI actually fits the way you run — a readiness score, a ranked shortlist of what is worth doing, a risk register, and a 90-day plan — before you commit a penny to building anything.

01

Readiness Scorecard

Deliverable
02

Opportunity Shortlist

Deliverable
03

Risk Register

Deliverable
04

ROI & Effort

Deliverable
05

90-Day Roadmap

Deliverable

Good fit when

You can see the potential, but not the first move.

Use the audit when leadership needs evidence before choosing a pilot, a vendor, an internal build - or no action at all.

Where you are

Too many options

Several AI ideas are competing for budget, but nobody has a shared way to rank value, effort, confidence, and risk.

Leadership need

3/5

Evidence before the spend

The board, MD, or ops lead needs a practical answer that stands up to finance, system owners, and the people doing the work.

What is unclear

CRMDocsOps

Are we ready?

Data quality, permissions, documents, and workflow ownership need a calm review before any pilot touches live operations.

Honest outcome

Pause

Sometimes, less is more

You keep the roadmap, scorecard, risk register, and assumptions whether the next move is build, wait, clean up, or stop.

How the weeks run

Week one · Discovery

Map the work, score the readiness.

Structured conversations with the people leading the work and the people doing it. We map the workflows that matter and score where you actually stand — no maturity-model fluff.

Audit artifact

Readiness scan

Week 01
CRM data4/5
Document trail2/5
Owner clarity4/5
Map
Score
Brief
Baseline

What is usable today, what needs cleaning, and who owns it.

Ready by end of week one

Readiness Scorecard

“Data readiness 3/5 — CRM is clean; document storage scattered across three systems.”

Workflow mapData gapsOwner clarity

Week two · Evidence

See the opportunity, understand the risk.

A working session with whoever looks after your systems — access, permissions, where data lives. We draft the risk register alongside it, sized to how you already govern things.

Audit artifact

Risk register

Week 02
RiskControlOwner

Customer data

Limit

Permission check

Ops

System access

Watch

Named roles only

IT

Staff handoff

Clear

Human review point

Lead
Plain-English registerNext action clear
Ready by end of week two

Risk Register

Privacy, hallucination, permissions, vendor exposure, handoff — each scored, each with a mitigation.

Known risksControlsNext actions

Week three · Direction

Rank, cost, and sequence.

We rank the opportunities, model the return with the assumptions shown, and lay out a 90-day plan with owners and checkpoints — then walk the whole team through it.

Audit artifact

90-day plan

Week 03
Days 1-30
Choose one
Confirm owner
Clean data
Days 31-60
Pilot small
Measure hours
Review risk
Days 61-90
Decide next
Scale, pause, or stop
Hand over
90

Closing decision

One owner, one checkpoint, and a clear scale / pause / stop call.

Ready by end of week three

Informed Shortlist

6–10 opportunities scored on value, effort, confidence, and risk — each a one-page brief.

ROI Estimate

Ranged value and effort for the top candidates, with every assumption on show.

90-Day Roadmap

30, 60, 90: Owners, milestones, and when to pause or change course.

Who this is for

Operators under pressure to act, with no clear first move.

Built for leadership and operations teams who can see where AI might help but want evidence before spending money, changing process, or putting sensitive data into new tools.

Oil painting style scene of a managing director studying papers beside a mill window at night
01Managing Director

The MD with the board on their back

You need a straight answer before the next board pack: what is worth doing, what is not ready, and what it would cost to learn.

Audit gives

Evidence before the room asks again

Oil painting style scene of a woman operations lead sorting dockets in a busy mill office
02Operations Lead

The ops lead drowning in admin

You know the workarounds already. Our audit creates a shortlist without pretending things are cleaner than they are.

Audit gives

A shortlist that respects the work

Oil painting style scene of a business owner weighing coins and plans in a candlelit mill office
03Owner

The owner worried about the business

AI is bringing about great change. Are we at risk? Are our competitors ahead? Audit cuts through the noise to answer these questions frankly.

Audit gives

The clarity needed to invest confidently

What you bring vs what we bring

A clean split, so nothing stalls on access.

Workflow access

You provide

Time with the people running the workflows in scope, plus one leadership voice.

You do not need

A fully documented process map up front — we help build that.

System access

You provide

Read-only access (or a screenshare) to the core systems we are reviewing.

You do not need

Production credentials or any system change — discovery needs neither.

Data sources

You provide

A few recent examples of the documents, records, or transcripts the workflow produces.

You do not need

A data warehouse build or a cleanup project before we can begin.

Time

You provide

Roughly 6–10 hours from leadership and operators across the weeks.

You do not need

A dedicated internal project manager — we run the cadence.

Pricing

Starts at £2,500+VAT. No commitment beyond the first week.

The audit runs 1–3 weeks by company size. The SME week is the low-friction way in — the SME week is fully credited against your first build if you go ahead. Above that, the weekly rate scales with scope, not just the number of weeks. Set against the £180k–£720k a year the builds in our case studies are modelled to return, the audit fee is a rounding error.

SME · Under 50 people

£2,500+VAT · ~1 week

£2,500+VAT / wk. One focused week to rank the opportunities and set a 90-day direction — credited back against your first build.

Mid-market · 50–150 people

£8,000+VAT · ~2 weeks

£4,000+VAT / wk. Deeper workflow review across more people and systems, at a rate matched to the scope.

Enterprise · 150+ people

£18,000+VAT · ~3 weeks

£6,000+VAT / wk. Full readiness assessment, risk register, and roadmap across the business.

No lock-in

Stop after week one

You keep every deliverable produced — the roadmap, scorecard, and risk register are yours regardless.

Common questions

Practical answers before the call.

Next step

Start with evidence. Then build.

Most first conversations take 30 minutes. We use the call to confirm whether the audit is the right shape, what it should cover, and what would make the work worth doing.