A staged hybrid. Services generate near-term cash and proof points; the product compounds into the long-term value engine. Every stage unlocks only when its gate condition is met.
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Engagements you can buy immediately. Each one produces the evidence that de-risks the next stage — and generates cash while the product compounds.
Readiness assessments
Establish where execution authority is missing today.
Architecture / controls advisory
Design the control boundary around externally effective actions.
Benchmarking & validation
Measure authorization correctness and adversarial robustness.
Governance implementation support
Stand up policies, approvals, and issue management.
Evidence / standards mapping
Link decisions and controls to the frameworks you report against.
Services generate near-term cash and proof points.
Product offering ladder
From cheap proof to certification and licensing. Scroll to travel the ladder — each rung is a product you can actually buy.
Shows would-permit / would-deny decisions with evidence.
Runs beside production systems without blocking actions.
Full runtime wrapper in observe / report / replay mode.
Activates deny / SAFE_STATE / permit-token enforcement.
Dashboards, compliance packets, replay API, board / regulator evidence.
Multi-node / multi-entity consistency, revocation, and policy synchronization.
External benchmark, reference conformance, standards / licensing endgame.
Service ladder
From the first diagnostic to full enforcement rollout. Hover a rung to isolate it.
Executive Diagnostic
Identify execution-boundary risk and buyer use case.
Execution Integrity Assessment
Map externally effective actions, predicates, risks, and gaps.
ConcurBench Readiness Pack
Define UER / FCR / FDR / DR metrics, scenario plan, and replay evidence template.
Evidence Gateway Build
Deliver shadow evidence records, audit packet, and replay-ready logs.
Shadow Mode Pilot
Run on live or sample traffic without blocking production.
Enforcement Readiness Review
Decide whether buyer evidence supports activating blocking / SAFE_STATE.
Full Implementation Advisory
Support enforcement rollout, governance workflow, monitoring, and audit reporting.
Product / service matrix
| Product / Service | Built on |
|---|---|
| Diagnostic / Readiness Pack | Layer 1–3 |
| Evidence Gateway | Layer 2–3 |
| Inline-Shadow Permit Gateway | Layer 2–4 |
| LUAI Governor Shadow Mode | Layer 2–4 |
| LUAI Governor Enforcement Mode | Layer 2–4 |
| Pro Trust Tier | Layer 3–4 |
| Federation | Layer 4 |
| ConcurBench Certification / FRAND | Layer 3–5 |
Derivation spine
LLC Law
Capability is probabilistic; authority is deterministic.
G-O Standard
Execution authority externalized from model capability.
Gamma Engine
Deterministic runtime governance at the action boundary.
LUAI Governor
Commercial product layer — a deployable control system.
Enterprise Adoption
Operational control, assurance, and evidence.
Commercialization ladder
Scroll to climb. The gates open as the stages go live.
Evidence Gateway
Cheap proof, low-friction entry.
Shadow Governor
Observe, validate, de-risk.
Enforcement
Active runtime control.
Pro
Advanced controls, analytics, packaged deployment.
Federation
Multi-node / enterprise coordination.
Certification
Assurance, conformity, procurement readiness.
Unlock gates
Gate A: Pilots
Unlock after pilot traction and early design partners.
Gate B: Revenue
Unlock after paid deployments.
Gate C: Anchor
Unlock after an anchor customer and repeatability.
Gate D: Standards Demand
Unlock after standards and procurement pull.
Each stage unlocks only after its gate condition is met.
Discipline
Capital discipline prevents premature scaling. Claim discipline preserves credibility.
Capital rule
Later stages are funded by revenue, partners, grants, or external capital.
Capital discipline prevents premature scaling.
Standards / positioning constraints
Acknowledged contributor — not endorsed
We describe our standards participation accurately, and never imply endorsement.
Patent-pending — not certified
Filings are described as pending. Certification is claimed only where it exists.
Evidence-based claims only
Every published metric traces back to a benchmark run and its evidence record.
Do not overstate standards alignment
Mappings show coverage and gaps, not blanket compliance.
Claim discipline preserves credibility.
Strategic synthesis