Contracting & Capability

Business identification

Core competencies

• AI transformation & change management: stakeholder discovery, workflow and decision mapping, use-case prioritization, role-based enablement, and value measurement against a baseline.
• AI governance & responsible adoption: human approval, source grounding, auditability, records obligations, and local or on-premises AI for controlled data.
• Applied AI for constrained environments: source-grounded, citation-backed AI tools designed for DoD network realities (NIPR/MCEN-aware, no-backend and local-first patterns, GenAI.mil-integrated workflows).
• Business intelligence & readiness analytics: Power BI automation over existing data systems. The founder's Materiel Readiness Brief cut total reporting effort from 35.5 to 13.5 hours per cycle, about 62 percent.
• Full-lifecycle product delivery: PRD through production under an AI-assisted Agile model with structured project management.

Selected work

RIG products and deliveries:

• MilVector AI: live AI platform for military career transition, free to service members and briefed at every Marine Corps Community Services retirement seminar.
• 9point75 Woodworks: full-lifecycle website delivery for a small business, discovery to launch.
• Sideline Ledger: AI-assisted bookkeeping for travel youth sports teams; delivered to its first team.

Active development:

• Muster (working prototype): local-first AI knowledge-base digital twin; the first domain pack targets military legal records. Air-gap capable; every AI decision is explainable and human-approved.

Built by RIG's founder for Marine Corps use:

• PowerBI Materiel Readiness Brief: total reporting effort cut from 35.5 to 13.5 hours per cycle; piloted by 2d LAR Bn, adapted by 3d Bn 2d Marines; Notable Achievement, inaugural Marine Corps Innovation Challenge (2026).
• CGIP AI Assistant: citation-backed inspection preparation from MCO/NAVMC directives; NIPR-tested; live demonstration at the 2026 Marine Corps AI Workshop.

Differentiators

• Founder-led delivery: the person who signs the proposal does the work.
• Change leadership: 20 years fielding new equipment, data systems, and processes in Marine Corps units.
• Constraint-first engineering: tools designed for the networks units actually operate on.
• Advisory and implementation under one engagement model, with no handoff gap.

NAICS codes

• 541715 Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology) (primary)
• 541511 Custom Computer Programming Services
• 541512 Computer Systems Design Services
• 541519 Other Computer Related Services
• 541618 Other Management Consulting Services
• 541690 Other Scientific and Technical Consulting Services

Capability statement

The one-page capability statement covers core competencies, differentiators, selected work, company data, and NAICS codes. Questions about teaming or a specific requirement get a personal response within one business day.

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Verification