Inferrex - Stop integrating systems. Start understanding them.

Hey Product Hunt, I'm Aaron, founder of Inferrex. I spent 18 years selling and implementing enterprise software, and watched almost every organisation lose to the same quiet problem: their systems couldn't understand each other. Everyone chased the "single customer view." Almost nobody reached it — because we kept treating it as an integration problem (connect A to B, rebuild it when either side changes) when it's really a comprehension problem. So I built the layer I always wished existed. One platform, end to end: InferrexAI, not a wrapper. Its own proprietary, self-improving model stack — no frontier-model dependency, no data leaving your perimeter. Sovereign deployments get a learning loop that improves entirely inside their own security boundary. Schema inference. Point at any API; the schema appears and fields classify themselves in real time. Pipeline graphs. One source, many targets, one pipeline — with per-field sync tiers and actions on mappings. Golden layer. Every source reconciles into one authoritative, governed record — you always know which system is the source of truth for which field. Self-healing. APIs change; Inferrex detects, re-infers, and repairs — silently or with approval. Intelligence. Waste, gaps, and pipeline suggestions surfaced with cost and ROI. Archival & compliance. Signed deletion certificates and UK retention rules, built in. Developer surface. MCP, SDK, CLI, and Copilot — drive everything from your IDE. Where it stands at launch: • 10,040 API specs across 2,640 vendors, 35 schema formats (OAS, GraphQL, proto, Smithy, OData…) • 4M+ fields and 647k entities mapped, 5M+ cross-provider mapping pairs • InferrexAI trained on 629k samples, 8 classification layers in production • The platform itself: 1.3M lines generated from 116k handwritten — 7.5× codegen leverage, all from manifests (numbers as of launch day — the corpus grows with every build) Run it as SaaS, in your own cloud, or fully air-gapped. It's in limited paid pilot ahead of general availability. See it in action: https://inferrex.com/demo Get in touch about a pilot: https://inferrex.com/contact Or just comment here / DM me — I'm reading everything today and would love your hardest questions and your worst integration war stories.