The verdict in three sentences
Site meeting minutes cost a site manager 2 to 4 hours every week, and they often arrive too late for subcontractors to clear their defects and snags on time. A custom AI application that records, transcribes, extracts decisions and defects, then assigns them to each trade package costs USD 11,000 to 25,000 (comparable to the 6 to 14 million FCFA we quote in Central Africa), plus USD 25 to 110 of AI usage per site per month. For a contractor with 8 to 20 active sites, it frees 100 to 300 hours per site manager per year and reduces end-of-project disputes.
Before and after: the cost of one set of minutes
The calculation covers one site with a weekly meeting, i.e. 4 meetings a month, and a loaded site manager cost of USD 45 an hour (2026 order of magnitude in Singapore).
| Item per site per month | Before (manual drafting) | After (AI and review) |
|---|---|---|
| Drafting the minutes | 12 h (3 h per meeting) | 2 h of review |
| Distribution and follow-ups | 4 h | 0.2 h (automatic sending) |
| Site manager time cost | USD 720 | USD 99 |
| AI usage (transcription and extraction) | USD 0 | USD 55 |
| Time to reach trade packages | 2 to 5 days | Same day |
| Defects not tracked at handover | 15 to 25% (estimate) | Under 5% (target) |
| Total monthly cost | USD 720 | USD 154 |
The direct saving is about USD 566 per site per month. The bigger gain is indirect: dated minutes, sent to each trade with read receipts, serve as evidence in delay and liquidated damages discussions.
Project budget module by module
Patchy connectivity in basements and tunnels requires an app that records offline and syncs once the network returns. Technical vocabulary (trade packages, TOP inspection, as-built documents, variation orders) and mixed accents also require tuning the transcription.
| Module | Function | Indicative 2026 cost (USD) |
|---|---|---|
| Mobile recording app | Offline recording, photos, sync | 2,700 to 5,400 |
| Construction-tuned transcription | English, site vocabulary, speaker identification | 1,800 to 4,500 |
| AI extraction | Decisions, defects, actions, deadlines, owners | 2,700 to 5,400 |
| Trade package and schedule mapping | Link with programme and subcontractor list | 1,800 to 4,500 |
| Distribution | Branded PDF, email and WhatsApp, read receipts | 900 to 2,700 |
| Defects dashboard | Tracking by trade, reminders, handover export | 900 to 2,700 |
| Total | 10,800 to 25,200 |
Allow 10 to 16 weeks of delivery, including 2 weeks of testing on two pilot sites. Recordings contain voices and names: Singapore's PDPA requires notifying participants and setting a retention period, which the app handles from the meeting invitation.
Mini case study
Serge, construction director at a contractor in Singapore, runs 12 active sites with 8 site managers. Direct saving: USD 566 per site per month, i.e. 12 × 12 × 566 = USD 81,504 a year. The project is billed USD 16,000, with AI usage already included in the monthly cost. Payback arrives in under 3 months. Each site manager recovers about 250 hours a year (13.8 hours per site per month, i.e. 1,987 hours shared across the 8 managers), spent on site presence instead. A single avoided dispute over contested defects, often worth USD 10,000 to 30,000, pays for the project on its own.
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FAQ
Does AI handle noisy site meetings well?
With a conference microphone at USD 110 to 270 and tuned construction vocabulary, the error rate on decisions and dates becomes low. A 20 to 30 minute review by the site manager remains mandatory before sending.
How much does AI usage cost each month?
USD 25 to 110 per site depending on meeting length, i.e. USD 300 to 1,320 per site per year.
Is an internet connection needed during the meeting?
No, the app records offline and uploads the audio once back on the network. Minutes are ready 10 to 20 minutes after sync.
Can minutes be sent via WhatsApp?
Yes, with a signed PDF and a defects tracking link per trade. Sending through the WhatsApp Business API costs a few cents per message.
How many sites are needed for the project to pay off?
From 6 to 8 active sites, payback takes a few months on time saved alone at Singapore labour rates; in lower-cost markets such as Libreville, allow 12 to 18 months.
Let's scope your project. Tell us how many sites you run and how you distribute minutes today: we will price the app, AI usage and a two-site pilot. Detailed quote within 48 h. WhatsApp +221 77 596 93 33.
Mohamed Bah
Fondateur, Kolonell
Passionate about digital and entrepreneurship in Africa, Mohamed has been helping Sénégalese businesses with their digital transformation since 2020. Founder of Kolonell, he believes every SME deserves a professional and accessible online présence.