← The story

Chapter 02

The Starting Menu

The most promising near-term use cases were...

— turn-01 (call summary, executive summary)

The Starting Menu

The seed call output a seven-item menu of candidate AI use cases plus a built-in pick — voice site diaries — and the rest of this strategy exists to test whether that pick is right.

The call summary described a business where “large amounts of project information exist, but much of it is fragmented across documents, drawings, Procore, emails, Excel files, photos, site records, and people’s personal knowledge.” From that, it distilled seven near-term use cases:

#Use caseWhat it doesMoney signal
1Voice/WhatsApp site diaries4pm prompt → voice note → transcribed daily diary (labour, materials, plant, delays, events)Only ~30% “do them properly” today
2Tender document ingestionReads tender pack, extracts deliverables, flags missing info, generates RFIs and estimating actionsFaster, more complete estimating
3AI cost planning from historyQueryable “data room” of past jobs — “What did we pay for this flooring before?”Months → minutes
4Programme/status dashboardProgramme linked to real progress; live view across all active projectsDirectors “lose the ability to stay close” as the company grows
5Live O&M manualBuilds the handover file continuously from day one, not as end-of-job paperworkRemoves painful late-stage compilation
6Assisted drawing takeoffReads drawings, measures quantities, produces BoQ; possible Bluebeam integrationReplaces manual measurement labour
7Materials/asset trackingQR identity per component, design → procurement → delivery → installSurfaces risks like furniture arriving after a hotel is finished

On the count, because the strategy depends on it. Seven items, framed as use cases — candidate places AI might help, not a diagnosis. Later summaries compress this to six or call them “problems”; both are wrong. The count stays seven because the whole argument is over which can lead to defensible money.

The seed’s own pick was use case 1. Per the summary: “the clearest first prototype is likely automated site diaries from structured voice prompts… without requiring full BIM integration or expensive site-capture technology.”

Open question. Is the menu’s own favourite — the voice diary — the right first bet, or a trap dressed as a quick win? That question drives the pivot.