Technical due diligence · Large organisation (250 staff or more)
AI technical due diligence for a large company buying an AI business
An independent technical review for a large company buying an AI business of an AI company or product it may invest in or buy: whether the technology does what is claimed, what it depends on and where the risks are. More systems, more data and integration risk are in scope.
Illustrative cost
£12,000 to £36,000 ex VAT
- Typical
- £21,000
- Duration
- About 6 weeks
- Effort
- 22.5 to 45 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
- Review of the data room and technical documents
- Interviews with the target's technical team
- Code, model and data review at a sample level
- A risk-rated report
Deliverables
- Due diligence report with risk ratings
- Findings call
Assumptions
- Access to the target team and data room
- A fixed review window
Not included
- Financial and legal due diligence
- Full code audit
- Penetration testing
Project plan
Phases run one after another, about 6 weeks in all.
| Phase | Weeks | Main tasks |
|---|---|---|
| Document review | 2 | Data room review; Question list |
| Interviews and technical review | 2 | Team interviews; Code and model sampling |
| Report | 2 | Risk-rated findings; Findings call |
Who does the work
Person-days per role in each phase, low and high effort.
| Phase | Role | Days (low to high) |
|---|---|---|
| Document review | AI architect | 6 to 9 days |
| Interviews and technical review | AI architect | 6 to 12 days |
| Interviews and technical review | Machine learning engineer | 3 to 9 days |
| Report | AI architect | 6 to 9 days |
| Report | Cyber security consultant | 1.5 to 6 days |
How the cost adds up
| Role | Low (days × 25th percentile) | Typical (days × median) | High (days × 90th percentile) |
|---|---|---|---|
| AI architect | 18 × £549 = £9,882 | 24 × £650 = £15,600 | 30 × £850 = £25,500 |
| Machine learning engineer | 3 × £500 = £1,500 | 6 × £564 = £3,384 | 9 × £738 = £6,642 |
| Cyber security consultant | 1.5 × £520 = £780 | 3.75 × £581 = £2,179 | 6 × £675 = £4,050 |
| Total, rounded | £12,000 | £21,000 | £36,000 |
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 architect | Artificial Intelligence Architect | 148 | £549 | £650 | £850 |
| Machine learning engineer | Machine Learning Engineer | 92 | £500 | £564 | £738 |
| Cyber security consultant | Cybersecurity Consultant | 86 | £520 | £581 | £675 |