One substrate. Three products. Zero egress.
Verificate runs governed, deterministic decisions on the hardware you already own — sovereign, auditable, and measured on real workloads. Every layer is CPU-native and stays inside your boundary.
HELIX v1.7 Build #58 · AMD EPYC 9254 · vLLM GuideLLM benchmark M
Sovereign CPU inference
HELIX turns any standard CPU — AMD, Intel, IBM Power, or Apple Silicon — into a high-density LLM inference engine. Any open model, GPU-class latency, 100% valid JSON, zero egress. Its flagship capability is hallucination prevention inside the decode loop.
- NUMA pinning + architecture-native SIMD (any CPU)
- Logit-bias grammar-masked JSON sampling
- Unified Truth Score + geometric manifold steering
- Granite 4.0, Gemma 4, GPT-OSS 120B in production
Deterministic decisioning
Domain-scale Decision Transformers own the decision via a deterministic argmax over the complete forward-projected state — reproducible to the bit, auditable per decision, adapted continually on CPU.
- Full forward projection of every attribute
- Cascading O(changed) recomputation
- Governed LLM proposal layer (never decides)
- Self-improving controller with hard safety constraints
Governed validation
The MCP server gates AI output against reality — a code-reality gate and integrity monitor catch hallucinated code, ungrounded plans, and integrity failures before they reach production.
- generate_code · validate_plan
- analyze_code · validate_ai_output
- Single-user, rate-limited, abuse-protected keys
- Drop-in for any MCP client