Pryon
Pryon is a Raleigh, North Carolina enterprise AI company founded in 2017 by Igor Jablokov that provides a retrieval-augmented generation (RAG) platform for regulated and security-conscious organizations. The Pryon RAG Suite couples an Ingestion Engine (filetype handling, layout analysis, OCR/HTR, table structure recognition and semantic segmentation), a Retrieval Engine (vast search, query canonicalization, query classification, metadata filtering, verified answers) and a Generative Engine (chat completions, guardrails, query rewriting, answer summarization) behind a single set of REST APIs. Symphony, its low-code orchestration builder, composes those engines into custom RAG and agentic workflows. Content is ingested through prebuilt connectors for SharePoint, Salesforce, Amazon S3, Azure Blob Storage, Google Cloud Storage, NFS and a Universal Connector, and the platform is deployed in Pryon SaaS, customer VPC, on-premises and air-gapped environments. All 276 published operations are documented at docs.pryon.com, which also serves an llms.txt index for agents.
Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.
API Evangelist profiles Pryon the way a machine reads it — 77 machine-readable artifacts across 24 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Pryon scores 47.1/100 (developing), with a separate agent-readiness read of 43/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-08-17 · rubric v0.11.0
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How we profile Pryon
Each block below is one kind of artifact we hold for Pryon. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 24
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
Individual APIs this provider publishes, each with its own machine-readable definition.
Pryon Analytics API
The Analytics API from Pryon — 8 operation(s) for analytics.
Pryon Connector Service External API
The ConnectorServiceExternal API from Pryon — 11 operation(s) for connectorserviceexternal.
Pryon Content Service API
The Content Service API from Pryon — 16 operation(s) for content service.
Pryon Content Service API
The ContentService API from Pryon — 13 operation(s) for contentservice.
Pryon Exchange API
The Exchange API from Pryon — 3 operation(s) for exchange.
Pryon Exchange Event API
The ExchangeEvent API from Pryon — 1 operation(s) for exchangeevent.
Pryon Feedback API
The Feedback API from Pryon — 9 operation(s) for feedback.
Pryon Generative API
The Generative API from Pryon — 6 operation(s) for generative.
Pryon Generative Exchange API
The GenerativeExchange API from Pryon — 3 operation(s) for generativeexchange.
Pryon Generative Feedback API
The GenerativeFeedback API from Pryon — 6 operation(s) for generativefeedback.
Pryon Generative Retrieval API
The GenerativeRetrieval API from Pryon — 2 operation(s) for generativeretrieval.
Pryon Generative Retrieval Feedback API
The GenerativeRetrievalFeedback API from Pryon — 6 operation(s) for generativeretrievalfeedback.
Pryon Knowledge Collection Service API
The Knowledge Collection Service API from Pryon — 1 operation(s) for knowledge collection service.
Pryon Knowledge Collection Service API
The KnowledgeCollectionService API from Pryon — 11 operation(s) for knowledgecollectionservice.
Pryon Knowledge Domain API
The KnowledgeDomain API from Pryon — 17 operation(s) for knowledgedomain.
Pryon List Knowledge Collections API
The List Knowledge Collections API from Pryon — 1 operation(s) for list knowledge collections.
Pryon Messages API
The Messages API from Pryon — 3 operation(s) for messages.
Pryon Organization Service API
The OrganizationService API from Pryon — 23 operation(s) for organizationservice.
Pryon Regression Test API
The RegressionTest API from Pryon — 7 operation(s) for regressiontest.
Pryon Retrieval API
The Retrieval API from Pryon — 4 operation(s) for retrieval.
Pryon Retrieval Feedback API
The RetrievalFeedback API from Pryon — 9 operation(s) for retrievalfeedback.
Pryon Subjects API
The Subjects API from Pryon — 6 operation(s) for subjects.
Pryon Text To Speech API
The TextToSpeech API from Pryon — 1 operation(s) for texttospeech.
Pryon User Defined Metadata API
The UserDefinedMetadata API from Pryon — 9 operation(s) for userdefinedmetadata.
Scroll within the panel for all 24 ·
Open Collections 47
Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.
Open, tool-agnostic API collections (OpenAPI-derived and Bruno).
API Collection
OPEN COLLECTIONpryon/api/ext/analytics/v1/analytics.proto
OPEN COLLECTIONpryon/api/ext//v1/.proto Analytics API
OPEN COLLECTIONGenerative API Chat Only
OPEN COLLECTIONChat Completion
OPEN COLLECTIONPryon Connector Service External API
OPEN COLLECTIONRetrieval Content Service API
OPEN COLLECTIONPryon Content Service API
OPEN COLLECTIONDecommission Knowledge Domain
OPEN COLLECTIONPryon Exchange API
OPEN COLLECTIONExchange Event
OPEN COLLECTIONExchange
OPEN COLLECTIONPryon Exchange Event API
OPEN COLLECTIONEXTRA Chat Completion
OPEN COLLECTIONPryon Feedback API
OPEN COLLECTIONFeedback
OPEN COLLECTIONpryon/api/ext/generative/v1alpha1/generative.proto
OPEN COLLECTIONGenerative API
OPEN COLLECTIONPryon Generative API
OPEN COLLECTIONGenerative Feedback Second
OPEN COLLECTIONGenerative API
OPEN COLLECTIONGenerative API Query Guardrails
OPEN COLLECTIONGenerative API
OPEN COLLECTIONpryon/api/ext/generative/v1alpha1/generative.proto
OPEN COLLECTIONpryon/api/ext/generative/v1alpha1/generative.proto
OPEN COLLECTIONGenerative API
OPEN COLLECTIONPryon Generative Feedback API
OPEN COLLECTIONRetrieval Generative Retrieval API
OPEN COLLECTIONRetrieval Generative Retrieval Feedback API
OPEN COLLECTIONpryon/api/ext/knowledge/v1/content/content.proto
OPEN COLLECTIONKnowledge Collection Service API
OPEN COLLECTIONKnowledge Collection Service
OPEN COLLECTIONPryon Knowledge Collection Service API
OPEN COLLECTIONPryon Knowledge Domain API
OPEN COLLECTIONKnowledge Collection Service List Knowledge Collections API
OPEN COLLECTIONpryon/api/ext/analytics/v1/analytics.proto Messages API
OPEN COLLECTIONRetrieval API
OPEN COLLECTIONRetrieval
OPEN COLLECTIONRetrieval Retrieval Feedback API
OPEN COLLECTIONpryon/api/ext/analytics/v1/analytics.proto Subjects API
OPEN COLLECTIONpryon/api/ext/connector/v1alpha1/connector.proto
OPEN COLLECTIONUserDefinedMetadata API
OPEN COLLECTIONUser Defined Metadata API
OPEN COLLECTIONScroll within the panel for all 47 ·
MCP Servers 1
Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.
Model Context Protocol servers that expose these APIs to AI agents.
pryon-mcp.yml
MCP SERVEREvent Specifications 1
Not every API is request/response. AsyncAPI describes the event-driven and streaming side — the webhooks and channels — so the asynchronous half of the interface is documented the same way the synchronous half is.
AsyncAPI definitions for this provider's event-driven and streaming APIs.
Pryon Events
ASYNCAPISecurity Posture 3
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Resources
Every other property we hold for Pryon — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 2
Portal, sign-up, and the first successful call
Documentation 2
Reference material describing how the API behaves
Agent Surfaces 4
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 6
Pagination, idempotency, versioning, errors, and events
Build 3
SDKs, sample code, and the tooling you integrate with
Access & Security 4
Authentication, authorization, and security posture
Operate 3
Status, limits, changes, and where to get help
Commercial 2
Pricing, plans, and the legal terms of use
Company 2
The organization behind the API
Other 3
Properties that don't map to a standard resource type
← All providers · Data indexed from github.com/api-evangelist/pryon · machine-readable index on apis.io
This is an independent, third-party profile of Pryon, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.
The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.
Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.
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