Construction · Path B

An AIOS that runs the back office, and became a product.

Unified AIOS for project tracking, sub-contractor comms, and quoting, now pitched to peers.

Faisal Amin · Construction

−50%

Coordination overhead

1 day → 1 hour

Quote turnaround

Productized AIOS

New revenue stream

Before

The situation.

Faisal ran a construction services firm with 60% of staff time going to coordination instead of delivery. Quotes were inconsistent, sub-contractor follow-ups slipped, and project status lived in three different spreadsheets and a WhatsApp group.

What we built

The components shipped.

→ Single AIOS dashboard for active projects (status, blockers, sub-contractor confirmations)
→ Quoting assistant, pulls historical line items, applies regional rates, generates PDF
→ Auto-nudge for late confirmations (WhatsApp + email)
→ Weekly client status report (auto-generated, human-reviewed)
→ Productized version offered to other UK construction firms

After

The outcome.

Internal coordination overhead dropped roughly 50%. The same system Faisal built for himself is now a paid offering for other UK construction firms, a second revenue stream that grew out of the AIOS install.

“I built it for me. Then three other contractors asked if they could buy it. That wasn't the plan, but I'm not arguing.”

, Faisal Amin, Construction

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