Prime AI Consultants
Prime AI Consultants is a vendor-neutral consulting firm that helps manufacturers document the systems, definitions, business rules, and ownership behind operational decisions before AI or analytics projects begin. The firm's flagship Prime Diagnostics engagement is a fixed-fee, roughly two-week discovery process scoped around one system, one domain, and one decision, producing deliverables like operational data dictionaries and business-logic registers that clients own outright.
- Manufacturing / Industry 4.0
- Data & Analytics
Funding
Founders
Founder details are not available yet.
Product
Problem
Manufacturers pursuing AI and advanced analytics often find that operational meaning is fragmented: schemas lack context, reports disagree on how metrics are calculated, and critical business rules exist only in the heads of long-tenured floor staff. This ambiguity causes AI to accelerate confusion rather than resolve it, and it makes pilots hard to define, scope, or trust.
Solution
Prime AI Consultants provides a vendor-neutral, founder-led discovery practice that documents the systems, definitions, business rules, and ownership behind a single operational decision before any build begins. Engagements follow a staged path—Prime Diagnostics, architecture and pilot definition, implementation support, and ongoing advisory—with each stage scoped in writing around one system, one domain, and one decision. The firm emphasizes read-only discovery, labeled assumptions, and honest reporting about what is known versus unresolved. Deliverables include relationship maps, operational data dictionaries, business-logic registers, and readiness findings that client teams can inspect, challenge, and keep under their own ownership terms.
Target Audience
Manufacturing and production operations, including aerospace and defense, that use MES, ERP, or CRM systems and have a specific operational decision or proposed AI use case they need to clarify—typically teams weighing AI against systems that don't explain themselves.
Features
- Prime Diagnostics: a fixed-fee, roughly two-week engagement covering one system, one domain, and one decision, mapping sources, meaning, and ownership
- Operational data dictionary: plain-language field definitions showing what each item means, where it comes from, who owns it, and what remains unresolved
- Business-logic register: documents calculations, report logic, workarounds, and exceptions that exist in application code or in people's heads
- Priority relationship map: captures joins and relationships that appear in application code but not in the schema
- Readiness findings: identifies what data can be accessed, what must remain restricted, and who must validate answers before any build proceeds
- Governed-access approach: recommendations route through approved views and client review rather than open SQL access
- Client ownership: dictionaries, maps, views, and related work product are delivered under ownership terms in the written agreement, with no platform lock-in