Evidence
Systems built around real operating friction.
Each case is labeled by the evidence available for it. Client identities and proprietary data are not disclosed.
Schedule-to-quote alignment review
A review system that reconciles project schedules and vendor quotes, then sends only meaningful exceptions to an expert.
Manufacturers’ representatives
141 → 21raw findings reduced to actionable review items on one benchmark dataset
Drawing-to-quote takeoff workflow
A reviewable first pass from plan set to room-level takeoff and quote-ready structure.
Specialty construction
Purchase-order margin and coverage guard
A governed comparison between the customer order, approved quote, product coverage, quantities, and price basis.
Commercial equipment sales
Governed product configurator
A configuration and quoting system built on valid product rules instead of a loose prompt and a catalog PDF.
Configurable equipment manufacturing
CRM-to-operations command center
A connected operating layer across leads, orders, installs, service, field reports, and invoicing.
Field service operations
Say exactly what the proof supports.
We never turn a technical result or an implemented capability into a return-on-investment claim.
- Measured business outcome
Measured in operation against a named baseline over a defined period.
- Validated technical outcome
A reproducible result on a disclosed test or representative dataset.
- Implemented capability
Working software, without a public claim about business impact.
Bring us the constraint.
Whether the problem begins with disconnected systems, unreliable data, limited visibility, manual work, or an AI initiative that cannot reach production, we can help determine the right path forward.
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