POLICY-COMPLIANT AI, CHAINED TO EVIDENCE

Frontier multi-model AI — not a chatbot on a hex dump

High-capability models operate as specialist analysts inside a controlled workflow. The model is allowed to propose. It is not allowed to declare victory — every interpretation is reconciled with the binary evidence and deterministic checks.

SCOPED ANALYSIS TASKS

What the model is allowed to do

Each pass is tightly scoped and its output must survive structural checks, binary constraints, static-versus-runtime comparison, and confidence gates. Fluent output that conflicts with the binary is rejected or downgraded.

›Candidate function classification

›Call-graph & cross-function reasoning

›Compiler-pattern interpretation

›Candidate type & role inference

›Ambiguity & contradiction detection

›Competing-hypothesis generation

›Adversarial critique of earlier interpretations

›Technical explanation & readability

AI proposes. Binary evidence disposes.

High-capability AI finds possibilities. Machine-code accountability decides which possibilities survive.

TOP-TIER AI CREDITS · NO PLATFORM MARKUP

Provider-grade intelligence. Provider-list pricing.

Advanced model usage is pay-as-you-go and separate from the one-time software license — you pay for the AI capacity actually consumed.

OpenAI

Authorized API models · pay-as-you-go

Anthropic

Authorized API models · pay-as-you-go

Access routed through authorized OpenAI and Anthropic API models.

Model selection matched to analytical role, context size, latency, and cost.

AI credits are separate from the one-time software license.

Zero markup on the provider's published API list rate with pass-through billing.

Usage records show provider/model, metered units, rate basis, and charge.

Provider price changes flow through at the current official list rate.

The production design requires provider-authorized, policy-compliant model access. The platform is not marketed around safeguard bypasses, unauthorized endpoints, or “jailbroken” models. Exact model selection, routing, prompts, and orchestration are proprietary and can change as providers release, retire, or reprice APIs.

Evidence-governed AI, on your machine

Review licensing