Productised offer · 2-3 weeks

Find the AI work worth doing first.

A focused audit for UK SMEs that need a clear readiness score, a ranked opportunity shortlist, a risk register, and a first-90-days roadmap before committing to a build.

Duration
2-3 weeks end to end
Pricing posture
Fixed-fee · scoped on the first call
Walk away with
Roadmap, scorecard, risk register, ROI sketch

Good fit when

For teams deciding what AI work is worth funding first.

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

Current situation

There are too many possible first moves

You need a ranked, risk-aware starting point before budget, data access, or team time is committed.

What we help with

Shortlist opportunities before committing budget

The audit is useful when there are many possible projects and no shared way to score them.

Common concern

Will this just lead to a sales pitch?

You keep the roadmap, scorecard, risk register, and ROI assumptions whether or not Arkwright builds next.

First stepBook the audit conversationUse the first call to confirm scope, stakeholders, access needs, and whether the audit is the right shape.

Who this is for

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

The audit is built for leadership and operations teams who can see AI potential but need evidence before spending money, changing process, or putting sensitive data into new tools.

The MD with a board asking about AI

You need a defensible answer to the "what is our AI plan?" question — one that survives scrutiny from a finance director and a non-exec.

  • Pressure from the board or investors
  • No internal capacity to write the plan
  • A preference for evidence over slides

The ops lead drowning in admin

You can name the workflows that are eating the team. You want a shortlist that respects what you actually run, not a generic AI maturity model.

  • A clear sense of where the time is going
  • Existing SaaS that almost-but-not-quite solves it
  • No internal time to scope the alternative

The owner weighing the first investment

You can spend, but you want to spend once and well. You want a partner who will tell you when a workflow is not yet ready.

  • Budget approved, scope undefined
  • Pressure to be seen to act
  • No appetite for a six-figure first move

What you receive

Five deliverables your team can actually use.

Each output is built to stand on its own. You should be able to hand any one of them to a manager, an auditor, or a developer, and have them act on it without translation.

Deliverable 1

AI Readiness Scorecard

A five-axis score across data, workflow, tooling, risk, and adoption — with a written justification per axis. Excerpt: "Data readiness: 3/5 — primary CRM is clean; document storage fragmented across 3 systems."

What we'd ship

Used to set the baseline, defend the first scope, and tell the board what has to be true before scaling.

Timeline·Ready by end of week 1.
Deliverable 2

Opportunity Shortlist

A ranked list of 6-10 AI opportunities scored against value, effort, confidence, and risk. Each opportunity carries a one-page brief: workflow, systems touched, owner, and a recommended next step.

What we'd ship

Used to sequence the first two or three projects without having to re-discover the case for each one.

Timeline·Drafted week 2, finalised week 3.
Deliverable 3

Risk Register

A register covering privacy, hallucination, permissions, vendor exposure, and handoff — scored, with mitigations, and ready to drop into existing governance forums.

What we'd ship

Used to satisfy procurement, legal, and information-security stakeholders before a build is committed to.

Timeline·Drafted week 2 with your IT lead.
Deliverable 4

ROI and Effort Estimate

For the top two or three candidate workflows: a ranged value estimate, an effort estimate, and the explicit assumptions behind both. Methodology is shown, not buried.

What we'd ship

Used to defend the first investment without overpromising. Numbers are illustrative, not contractual.

Timeline·Built into the week 3 synthesis.
Deliverable 5

First-90-Days Roadmap

A sequenced plan: what to do in days 1-30, 31-60, 61-90. Owners, milestones, measurement points, and the conditions under which the plan should pause or change.

What we'd ship

Used to align the team and the board around one defensible execution path.

Timeline·Presented in the closing session of week 3.

How the three weeks run

Discovery first. Evidence second. Roadmap third.

Each week ends with a finished deliverable. You should never be more than a week from something you can use.

  1. Step 01Week 1 — Workflow mapping and scorecard

    Structured interviews with the leadership team and the operators carrying the work. We map the workflows that matter, score the readiness, and surface the early candidate opportunities.

  2. Step 02Week 2 — Technical review and risk register

    Working session with your IT lead on systems, permissions, data residency, and integration access. The risk register is drafted alongside, with mitigations sized to your governance posture.

  3. Step 03Week 3 — Synthesis, ROI, roadmap, presentation

    Opportunities ranked, ROI ranges modelled with explicit assumptions, the 90-day roadmap built and walked through with the leadership team. Deliverables handed over in writing.

What you bring vs what we bring

A clear split so the engagement does not stall on access.

Workflow access

You provide

Time with the operators running the workflows in scope, plus one leadership stakeholder.

We do not need

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

System access

You provide

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

We do not need

Production credentials, or any system change. Discovery does not require either.

Data sources

You provide

Recent examples of the documents, records, or transcripts the workflow produces.

We do not need

A data warehouse build, or a cleanup project, before the audit can begin.

Time commitment

You provide

Roughly 6-10 hours from leadership and operators over the three weeks.

We do not need

A dedicated internal project manager — we run the cadence.

Pricing and posture

Productised so the price is honest.

The audit is intentionally fixed-fee and time-boxed. The output is a defensible plan, not a route to a long retainer.

Pricing posture

Fixed-fee · scoped on the first call

Scoped against your business size and the workflows in review.

Duration

2-3 weeks

End-to-end, including the closing presentation.

Optional follow-on

Build the first workflow

Quoted separately, with no obligation.

You own the outputs

Walk-away IP

Roadmap, scorecard, risk register, and ROI are yours.

Common questions

Practical answers before the call.

Is this a workshop or a technical audit?

Both. Structured interviews and workflow review, followed by a technical view of data access, systems, risk, and implementation options.

Do we need clean data before starting?

No. The audit should reveal where data quality matters, where it does not, and which first projects can work with the systems you already have.

What happens after the audit?

You receive a practical roadmap. Arkwright can help deliver the first workflow, or you can take the outputs internally and have your own team run it.

Do you sign an NDA?

Yes. Standard mutual NDA before any system access or sensitive workflow discussion. We can also work to your template if you have one.

Will you speak to our IT team?

Yes — typically in week two. We need a working view of system access, permissions, and data residency posture before any opportunity is sized.

What if we cancel after the audit?

You keep the deliverables. The roadmap, scorecard, and risk register are yours regardless of whether the engagement continues. We do not lock the IP to the relationship.

Next step

Start with evidence. Then build.

Most first conversations take 30 minutes. We will tell you whether the audit is the right shape for you — or whether a single advisory call would do the job.