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Teams stitch together a connector tool, a mapping tool, an MDM tool, and now a GPT wrapper — and it still breaks when an API changes. Inferrex replaces all of it with one platform. Its own proprietary AI (InferrexAI, trained on 629k samples) infers schemas, reconciles sources into one governed record, and self-heals when APIs change. At launch: 10,040 API specs across 2,640 vendors, 5M+ cross-provider mappings. SaaS, your cloud, or air-gapped.
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.
Inferrex was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #154 on the daily leaderboard. Teams stitch together a connector tool, a mapping tool, an MDM tool, and now a GPT wrapper — and it still breaks when an API changes. Inferrex replaces all of it with one platform. Its own proprietary AI (InferrexAI, trained on 629k samples) infers schemas, reconciles sources into one governed record, and self-heals when APIs change. At launch: 10,040 API specs across 2,640 vendors, 5M+ cross-provider mappings. SaaS, your cloud, or air-gapped.
On the analytics side, Inferrex competes within SaaS, Developer Tools and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Inferrex performed against the three products that launched closest to it on the same day.
Who hunted Inferrex?
Inferrex was hunted by Aaron Gammon. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Inferrex including community comment highlights and product details, visit the product overview.
Aaron Gammon