K‑ion14 catches conflicts between your agents at runtime, corrects them, and proves the fix held. No code changes.
Two agents in a production pipeline kept sending work back to each other for 11 days. Cost: $47,000. Found on the billing dashboard.
Reported production incident, 2025
When four AI assistants backed the same wrong drug, the prescribing agent followed them 98% of the time.
Teesside University, 2025
Across seven multi-agent frameworks, 37% of failures came from agents misaligning with each other.
UC Berkeley, NeurIPS 2025
Every agent had guardrails, governance, and safety. Every agent did its job. The team still failed.
Built for financial services, healthcare, security operations, site reliability, and autonomous systems.
Validated in simulation.
Other platforms govern each agent. K‑ion14 governs the team. It enforces authority at every handoff, corrects drift before it becomes a failure, and records every decision for audit.
No SDK. No code changes. K‑ion14 reads state through telemetry and acts on what it sees.
K‑ion14 produces the runtime record Articles 9 through 14 call for.
Works with the agents and frameworks you already run. Deploys to your infrastructure. Your data never leaves your environment.
K-ion Engine
Watches your agents in real time. Detects coordination drift, intervenes before it reaches your customers, verifies corrections held, records every decision. No SDK, no code changes. Reads state through lightweight telemetry and never modifies agent code.
Moiré
Sees what is forming between your agents, before it becomes a problem or an opportunity.
Detected formation in 5 of 5 agent populations on an independent benchmark, with no tuning.
Dromos
Coordination for robots, vehicles, drones, and industrial systems. Dynamic topology that adapts to real-world constraints in real time.
Non-intrusive. No SDK. No instrumentation. Reads state through telemetry, never modifies agent code. Framework-agnostic. LangChain, CrewAI, AutoGen, or custom, in any combination. Auditable from day one.
30 years in organizational governance. Five years in product engineering. Three years building with distributed systems teams. Products across digital health, legal tech, and enterprise data. Led teams of 100+ and grew an operation from $800K to $300M.
LinkedIn30+ years building distributed systems across IoT, embedded, defense, and enterprise infrastructure. Has led engineering organizations and trained Fortune 500 development teams on scalable system design.
LinkedInArmy veteran, 30+ years spanning Fortune 500 to startups. Business transformation and operational strategy.
LinkedInSales and GTM leader. Cisco, Gartner, Ernst & Young, IntraLinks. Two IPOs. Founder of Performance Link.
LinkedInStartups to Fortune 50 in technology and communications. Wharton, Lehigh MBA, Columbia MA Organizational Psychology.
LinkedInDNP, MD. CEO of PCP 1st. Healthcare operations, clinical systems, and frontline perspective for K‑ion14's healthcare vertical.
LinkedInAnduril Lattice Developer Program. Moiré benchmarked on MAEBE at ICML 2025.