AI Readiness & ROI Sprint


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AI Readiness & ROI Sprint — UK AI Readiness Assessment

In 2 weeks, we deliver a practical AI readiness assessment and ROI model for your organisation — identifying high‑impact use‑cases, a DUAA‑aligned governance plan, and a board‑ready business case. Built for UK mid‑market, enterprise, and public sector buyers.

20–40% back‑office cost‑reduction targets

DUAA‑aligned evaluation & governance

Public‑sector procurement ready (G‑Cloud / CCS AI DPS)

Who it’s for

  • UK mid‑market & enterprise teams in Operations, Finance, Customer Service, IT/Data.
  • Public sector teams seeking a defensible, transparent approach to AI.
  • Leaders needing a board‑ready business case and a clear AI integration roadmap.

Most AI projects stall on compliance, unclear ROI, or vendor sprawl. Our Sprint compresses months of discovery into two weeks — delivering a prioritised pilot backlog, quantified value model, and a go/no‑go decision leadership can trust.

Typical AI use‑cases we assess

  • Back‑office automation (AP/AR, order processing, case triage)
  • Customer operations (contact deflection, assisted agents, knowledge search)
  • Financial controls & reporting (reconciliations, anomaly detection)
  • Manufacturing & logistics (quality, maintenance, planning & forecasting)

Tailored by Sector

Professional Services

  • Automate document drafting & intake
  • Summarisation & research assistants
  • Compliance-ready governance

Manufacturing & Wholesale

  • Order processing & routing automation
  • Predictive exception handling
  • Reporting & inventory insights

Healthcare & Medtech

  • Patient comms & triage assistants
  • Ops analytics & scheduling
  • Data privacy & risk controls

How the Sprint works (2 weeks)

Day 1–2

Kickoff & discovery: stakeholder interviews, system inventory, pain mapping.

Day 3–5

Use‑case design & sizing: value modelling, feasibility scoring, risk scan.

Day 6–8

Governance & evaluation: DUAA artefacts, DPIA prompts, evaluation plan.

Day 9–10

Pilot backlog & business case: roadmap, budget ranges, payback/NPV.

What you get

  • Readiness Report (PDF & deck): findings, risks, recommendations
  • Pilot Backlog: user stories, milestones, owners
  • Value Model: assumptions, sensitivity, payback
  • Governance Pack: DUAA checklists, evaluation plan
  • Executive Brief & 60‑minute leadership readout

Light ROI model (example)

  • Annualised benefit = (hours saved × loaded hourly cost) + (error‑cost reduction) + (revenue uplift × margin)
  • Net benefit (Year 1) = Annualised benefit − (build + run + change costs)
  • Payback (months) = (build + change costs) ÷ monthly net benefit

Case Snapshot: Wholesale Operations

Goal: Reduce inbound handling times and manual keystrokes across sales ops.

  • Result: Projected 28% reduction in handling time via AI-assisted data capture & routing.
  • Time to value: 14 days to scoped prototype & ROI model.
  • Outcome: Approved rollout plan with governance and change-management steps.

“Clear, pragmatic and fast. We knew exactly where to start and what the payback would be.” — Ops Lead, UK Wholesale

Pricing

AI Readiness & ROI Sprintstarting at £4,950 + VAT for UK mid-market teams (scope dependent). Includes assessment, ROI model, prototype, and governance pack.

  • Optional add-ons: stakeholder workshops, training, productionisation support.
  • Fixed-price statement of work provided after scoping call.

FAQs

What do we need to provide? Access to process owners, examples of inputs/outputs, and system constraints.

Do you work with our security/governance team? Yes — governance is baked in, with clear data handling and risk controls.

What if we’re new to AI? Perfect — this sprint is designed to start small, show value quickly, and de-risk adoption.

Ready to move?

Book a 15‑minute scoping call. We’ll confirm fit, scope, and pricing band.

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