LLMOps.Pro · SOLUTIONS · v1
Industries Built on the Convergence Stack.
Each solution applies the same three primitives — automation, cryptographic integrity, grounded AI — to the audit and reasoning needs of one industry. See the stack live ↗
Pharma & Life Sciences
[LIVE]ComplianceGxP
AI co-pilot for GxP compliance authoring. Drafts CSV protocols, deviations, CAPAs, and regulatory assessments — grounded in GAMP 5, 21 CFR Part 11, EU GMP Annex 11, ICH Q7/Q10. Chained-SHA audit trail. GAMP 5 IQ/OQ/PQ validation package.
AI & Agent Governance
[OPEN SPEC]AgentContract
Behavioral contracts for production AI agents. Declarative spec for what an agent must, must not, and can do — enforced on every run, audit-defensible. Language-agnostic standard with Python, TypeScript, and Rust reference implementations.
pip install agentcontract
github.com/agentcontract →
Operational Telemetry
[ROADMAP]Plant Signal Bridge
Edge agent for streaming live operational data from PLCs, Modbus, and Data Historians into the Integrity Ledger. First vertical: pharma plant telemetry feeding into ComplianceGxP. The same capability applies to any industry needing audit-grade operational data — energy, chemicals, food & beverage, aerospace manufacturing.
Automation
Industrial intake from PLCs, Modbus, Data Historians, time-series stores. 25 years of pharma automation experience built in.
Cryptographic Integrity
SHA-256 hash chains. Same primitive as financial blockchains, applied to operational data so audits cost minutes, not weeks.
Grounded AI
RAG over structured knowledge bases. Every answer cites sources. Every exchange anchored to the chain. No hallucinations dressed as fact.