Need Signals-to-Skills-to-Deterministic-Action Framework for Vertical Platforms
Vertical integration platforms — EDI, healthcare, supply chain, payments — want to take their accumulated industry expertise and translate it into a signals → weighable options → skills → deterministic integration workflows layer, with AI optional rather than load-bearing. Most of those platforms do not have the framework skillset in-house to build it.
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Persona Story:
Noah leads integration at a vertical platform with decades of industry-specific expertise — EDI rules, trading-partner quirks, ERP-shape variations, supply-chain idioms. The business wants to translate that expertise into a layer that emits signals to its customers (“here’s an order anomaly”, “here’s a partner schema change”, “here’s a new social-commerce channel you should react to”), lets customers weigh options against those signals, exposes the options as agent-callable skills, and ends in a deterministic integration workflow — not in an AI-generated guess. Noah agrees with the design, but the framework underneath that layer — the capability spec, the skill exposure, the deterministic-workflow engine, the governance and observability — is not something his platform team has the skillset to build internally. He needs to buy that framework so his team can focus on translating industry expertise into capabilities, not on inventing the runtime.
Problem Context
- Vertical platforms (EDI, healthcare, supply chain, payments) sit on years of industry expertise but lack a framework to expose it as agent-consumable capability
- The desired pattern: signals → weighable options → skills → deterministic integration workflows, with AI optional rather than load-bearing
- “What we’re starting to do is take our industry expertise and translate it into those like signals options you can weigh, which would turn into skills. And then what are the deterministic use cases that you do based on that action?”
- “That framework that sits underneath that — I don’t think we’ve got the skillset to build, right? So that’s going to be something we’re going to start looking for”
- The framework spans capability spec, skill exposure (MCP + Agent Skills), governance, observability, lifecycle metadata, and a deterministic-workflow engine — that is a multi-year build, not a back-burner project
Problem Impact
- Vertical platforms that try to build the framework themselves spend years on plumbing and ship the industry-expertise layer late or never
- Vertical platforms that don’t build the layer at all get bypassed by horizontal AI plays that wrap their data without their consent
- The “signals are noise” problem — customers get bombarded with insights but cannot reliably act on them because there is no deterministic workflow underneath
- Vertical platform GTM stalls because the partner / customer integration story depends on a framework the platform doesn’t have
Naftiko Today
- Naftiko Framework provides exactly this layer — capability YAMLs that wrap vertical platform endpoints, expose them as REST + MCP + Agent Skills, and run in a governed engine with OTel observability
- Capabilities-as-skills framing aligns vertical platform expertise to agent-callable units of work — one capability per real business outcome
- Naftiko Engine runs the capabilities as deterministic workflows; AI sits above as an optional planner, never in the critical path
- Spectral ruleset (15 rules), JSON Schema validation, and capability lifecycle metadata give vertical platforms a governance + audit story without building it themselves
Naftiko Tomorrow
- Naftiko Shipyard MVP (Fleet Second Alpha) would give vertical platforms a starter-template path to author their first capabilities from existing OpenAPI / WSDL / EDI sources
- Backstage capability cards (Third Alpha) would surface every vertical-platform-bound capability in the partner’s catalog with full lifecycle metadata
- Reference patterns library (v1.1) would ship a vertical-platform-bound capability bundle as a co-publishable artifact for each domain (EDI, healthcare, payments)
- Fabric capability discovery (v1.1) would let a vertical platform’s customers discover the right industry-expertise-bound capability without rebuilding their own integration