Opportunity Reports

A weekly scan for useful places to build.

Practical AI business opportunities hiding in infrastructure, compliance, automation, and the unglamorous gaps where demand is already forming.

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Archive

All Opportunity Reports

Issue 009 · August 31, 2026

The Work That Makes It Count

Five service-first businesses in import handoffs, construction pilots, cyber reporting, and proving what technology actually delivers.

Import handoffs Construction pilots Measured returns 15 min read
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Issue 008 · August 24, 2026

The Last Mile of Useful AI

Five practical businesses between new funding, changing rules, powerful technology, and a result someone can actually use.

Water cyber Quote risk Robot readiness 15 min read
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Issue 007 · August 17, 2026

Evidence. Capacity. Eligibility.

Five practical AI businesses built around the proof insurers, funders, fire programs, clinics, and workforce agencies now require.

AI insurance Supplier capacity Grant eligibility 16 min read
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Issue 006 · August 10, 2026

The Blueprint to Opportunity

Five practical AI businesses you can build, sell, and scale by starting with the painful workflow instead of the software.

Contractor AI Accessible documents Evidence workflows 14 min read
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Issue 005 · August 3, 2026

The Reliability Gap

Five practical businesses hiding between a system that works once and an operation people can depend on.

Agent acceptance Field-to-cash Long-lead risk 14 min read
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Issue 004 · July 27, 2026

The Proof Layer

Five practical businesses built around permit readiness, compliance evidence, supplier qualification, AI provenance, and construction material reuse.

Permit preflight BABA evidence AI provenance 12 min read
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Issue 003 · July 20, 2026

The Infrastructure of Trust

Five AI business opportunities hiding under the agentic hype: observability, construction finance bridges, boring automation, evals, and trusted advisory work.

Agentic AI Observability ERP bridges 9 min read
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Issue 002 · July 14, 2026

Vertical AI That Does the Work

Five vertical AI opportunities in construction, bonding, recruiting, compliance, and document operations—reranked with the hype removed.

Vertical AI Construction workflows Bond readiness 10 min read
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Issue 001 · June 29, 2026

The Real Money in Agentic AI Is Not Where You Think

Two near-term openings in the agentic AI stack: MCP security middleware for enterprises and a FIRE-to-IRIS compliance bridge for businesses facing the IRS migration deadline.

MCP security IRS IRIS migration 90-day build window 8 min read
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