Use-case prioritisation · Medium-sized business (50 to 249 staff) · Construction and property
AI use-case prioritisation workshops for a mid-sized construction contractor
Facilitated workshops that help a mid-sized construction contractor turn a long list of AI ideas into a scored shortlist, with a clear first project and what it would take. Tenders, site reports and health and safety paperwork are common candidates.
Illustrative cost
£5,000 to £13,000 ex VAT
- Typical
- £8,000
- Duration
- About 3 weeks
- Effort
- 10.5 to 18 days
Illustrative estimate, not a quote. Real prices vary.
Worked out from UK freelance contractor day rates in job adverts, with no consultancy or agency margin added. Consultancies and agencies usually charge more.
Source: IT Jobs Watch. Rates read on ; costs computed on .
What is included
- Preparation interviews and an idea long list
- One or two facilitated workshops
- Scoring for value, feasibility and risk
- A one-page brief for the top idea
Deliverables
- Scored shortlist
- One-page brief for the first project
- Workshop write-up
Assumptions
- Up to 12 participants per workshop
- Ideas come from the client team; the consultant brings examples
Not included
- Technical design
- Building a prototype
Project plan
Phases run one after another, about 3 weeks in all.
| Phase | Weeks | Main tasks |
|---|---|---|
| Preparation | 1 | Interview key staff; Draft the long list; Prepare examples |
| Workshops | 1 | Run workshops; Capture ideas and constraints |
| Scoring and shortlist | 1 | Score ideas; Sense-check feasibility; Write the brief |
Who does the work
Person-days per role in each phase, low and high effort.
| Phase | Role | Days (low to high) |
|---|---|---|
| Preparation | AI consultant | 2 to 3.5 days |
| Workshops | AI consultant | 3.5 to 5.5 days |
| Workshops | Business analyst | 2 to 3.5 days |
| Scoring and shortlist | AI consultant | 2 to 3.5 days |
| Scoring and shortlist | AI architect | 1 to 2 days |
How the cost adds up
| Role | Low (days × 25th percentile) | Typical (days × median) | High (days × 90th percentile) |
|---|---|---|---|
| AI consultant | 7.5 × £500 = £3,750 | 10 × £575 = £5,750 | 12.5 × £717 = £8,964 |
| Business analyst | 2 × £425 = £850 | 2.75 × £500 = £1,375 | 3.5 × £662 = £2,317 |
| AI architect | 1 × £549 = £549 | 1.5 × £650 = £975 | 2 × £850 = £1,700 |
| Total, rounded | £5,000 | £8,000 | £13,000 |
How these estimates are worked out
Effort: for each phase we estimate how many days each role works, as a low and a high case. These are our estimates for a typical project of this kind, not measured data.
Rates: each role's daily rate comes from UK contract job adverts over the last six months, as published by IT Jobs Watch. These are freelance contractor rates as advertised, not what was paid, and not what a consultancy or agency charges.
Low end: the low-effort days at each role's 25th-percentile rate. We use the 25th percentile, not the 10th, because the lowest effort at the cheapest rates gives a floor few buyers would ever meet.
Typical: the mid-point between low and high effort, at each role's median rate.
High end: the high-effort days at each role's 90th-percentile rate.
Totals are rounded to the nearest £500 below £10,000 and the nearest £1,000 above, and exclude VAT. Phases run one after another.
Not included:
- Software licences, model and hosting fees
- Travel and expenses
- Your own staff's time
- A consultancy's or agency's margin, overheads and risk
Real prices vary with the supplier, the state of your data and systems, how much of the work your own team does, where the work happens and how much risk the supplier carries. Consultancies and agencies usually charge more than these contractor rates, and a fixed price usually costs more than time and materials because the supplier takes the risk.
Sources
Source: IT Jobs Watch: UK contract job adverts quoting a daily rate, 6 months to 15 November 2026. Each role's page was read on . Published under CC BY-NC-SA 4.0.
| Role | IT Jobs Watch page | Rates quoted | 25th percentile | Median | 90th percentile |
|---|---|---|---|---|---|
| AI consultant | Artificial Intelligence Consultant | 68 | £500 | £575 | £717 |
| Business analyst | Business Analyst | 1,394 | £425 | £500 | £662 |
| AI architect | Artificial Intelligence Architect | 148 | £549 | £650 | £850 |