NeuroCOD
The Unstoppable AI Software Factory.
NeuroCOD is the only software factory that combines autonomous AI execution with deterministic governance. Every action is evidence-backed. Every release is governed. Every decision is auditable. 10/10 maturity across all 8 domains.
From cognition fabric to autonomous release authority — NeuroCOD delivers governed software at enterprise scale with 18 services, 5 intelligence layers, and full EU AI Act compliance.
Cognition Fabric
Embedder, reranker, side RAG, inference ledger, retrieval traces. The knowledge layer powering all advisory services.
Planning Intelligence
Planning memory, scenario generation, plan comparison, effort estimation, calibration, sprint composition.
Economic Intelligence
Cost attribution, cost-of-delay, program ROI, economic forecasting, exception handling.
Organizational AI
Capability graph, skill matching, approval bottleneck prediction, load balancing, coordination risk.
Factory Learning
Learning corpus, pattern mining, policy recommendation, estimation calibration, lesson promotion.
Deny-by-Default Mutation
Portfolio mutations fail unless the actor is authorized, state is fresh, evidence is present, and policy allows it. 6 mutation classes, 6 deny reasons.
Autonomous Release Authority
Doctrine transfer from "human approves" to "factory releases by default." Risk-class auto-approve with pilot system. Human retains HALT, OVERRIDE, TAKEOVER.
Execution Lineage
Immutable chain from task contract → worker session → evidence bundle → release. Every override carries typed receipts with expiry.
Governance Completeness Scoring
Decisions, risks, exceptions, and closeout artifacts scored per program. Governance debt tracked with resolution deadlines.
Evidence Tamper Detection
Lineage completeness scoring with tamper signal detection across the full evidence chain.
Compliance Coverage Mapping
Policy-pack-to-evidence coverage mapping with gap identification and waiver risk analysis.
Risk Classification
Automatic model risk assessment. Four levels: critical, high, medium, low.
Model Registry
Every AI system registered with risk level, FRIA flags, and oversight requirements.
FRIA Generator
Fundamental Rights Impact Assessment auto-generated for high-risk models.
Transparency
Model cards, decision explainability, user notifications of AI-driven decisions.
Human Oversight
Kill switch, approval workflows, role-based access with full audit trail.
Drift Monitoring
Real-time performance drift detection with baseline tracking and alerts.
Ready to govern software delivery?
10/10 maturity. Autonomous release authority. EU AI Act compliant.