Task first, provider second

Model Interoperability

PDICON’s interoperability layer lets applications request a capability rather than hard-code a provider. The router evaluates quality, latency, cost, security, licensing and runtime compatibility.

StatusNon-negotiable platform pillar
Reviewed2026-08-20

Direct answer

PDICON’s interoperability layer lets applications request a capability rather than hard-code a provider. The router evaluates quality, latency, cost, security, licensing and runtime compatibility.

Operating matrix

Evidence moves through explicit controls.

SubjectInputIntelligence operationHuman / policy controlOutput
ExtractionTechnical documentsSmaller specialized modelEvidence spansStructured fields
ReasoningMultiple constraintsLarger reasoning modelExpert reviewComparison narrative
ClassificationStable labelsSpecialized classifierConfidence thresholdCompliance status
Sensitive retrievalPrivate project dataSelf-hosted runtimeTenant isolationPermission-filtered context
01Contract

Define one internal execution language.

Identity, architecture, schemas, tokenizer, context limits, capabilities, hardware, runtime, benchmark, license and security form the model contract.

02Route

Select against the actual task.

Document extraction, technical reasoning, classification and sensitive retrieval can require different model and hosting profiles.

03Fallback

Design for model and runtime failure.

The route includes quality thresholds, policy checks, availability handling and a safe expert-review fallback.

Process / controlled sequence

From input to accountable outcome.

  1. 01Receive task and controlled context
  2. 02Resolve capability requirements
  3. 03Filter by policy and data boundary
  4. 04Compare benchmark profiles
  5. 05Select runtime and adapter
  6. 06Validate structured output
  7. 07Fallback or return for expert review

Design boundary

What the system will not pretend to be.

01

Not multiple API keys

Real interoperability requires schemas, benchmarks, policies and fallbacks.

02

Not twenty adapters initially

Prove one open, one external and one NVIDIA-optimized path first.

03

Not quality-blind routing

Price or latency cannot override task acceptance criteria.