Industries served
AI does not have an industry boundary. The list below covers where we've done the most work and where we have the deepest understanding of how operations actually run. If your industry isn't on this list, talk to us — that doesn't mean we can't help. It usually means we haven't done the work publicly yet.
The list
General contractors, specialty subs (HVAC, electrical, plumbing, mechanical, masonry, roofing, landscaping). Project-based, often crew-driven, AR-heavy.
Where AI lands
Discrete and small-batch manufacturers — precision parts, custom assemblies, contract manufacturing. Shift-based, quality-sensitive, machine-dependent.
Where AI lands
Importers, exporters, distributors, sourcing companies. Multi-language, document-heavy, exception-prone.
Where AI lands
Single-store and multi-store retailers running physical inventory and channel-priced product.
Where AI lands
Parts sellers and other complex-catalog e-commerce operators on Amazon, eBay, Walmart, and direct channels.
Where AI lands
3PLs, last-mile, freight brokers, warehouse operators. Exception-heavy, status-question-heavy.
Where AI lands
Operators, developers, property managers, asset management firms.
Where AI lands
Accounting, law, consulting, engineering, architecture, boutique advisory.
Where AI lands
Don't see your industry?
AI is not industry-bound. We've built systems for businesses that didn't fit a standard category. The disciplined approach — analyze the workflow, design the system, build it — applies regardless of vertical.
