ReKnown

Make your enterprise AI‑native

ReKnown curates your company's knowledge and turns it into AI agents that understand your context, tools, and teams

ReKnown12 in reviewNN
Implementation Agent

Which banking projects used Entra ID SSO, and what went wrong?

Routed to knowledge graph

Matched 3 projects · 7 incidents · 4 solutions

Read 3 retros and 2 runbooks

Three banking customers used Entra ID SSO. The most common issue was token refresh failing in staging, caused by conditional access policies on the customer tenant [1]. A pre-flight checklist added to the runbook has prevented it since [2].

ProjectIssueStatus
Acme BankToken refresh in stagingResolved
Northwind CreditConditional access loopResolved
Contoso BankNone reported yetIn delivery

Ask the Implementation Agent…

Knowledge graphSemantic search

Meet your AI agents

ReKnown gives every team its own Enterprise Agent. It knows your customers, projects and products, and works in your tools.

Explore use cases

Learns from every source,
works in every tool

ReKnown connects to your wikis, tickets, CRM, repos and databases. It curates what matters into one governed knowledge layer that every agent can reason over.

LEARNS FROM

Confluence
Jira
HubSpot
SharePoint

Knowledge layer

WORKS IN

Teams
Slack
MCP clients
REST API

Find every banking project that used EEntra ID SSO, check the JJira incidents, and draft a delivery plan in CConfluence with sources

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Your entire knowledge stack in one place

Curated Knowledge Graph

Raw sources become validated facts in one shared ontology, so every answer is grounded in real knowledge.

Acme BankCustomer · summary
implementedFor · SSO rollout
withCustomer · Renewal FY26
resolvedBy · Token refresh fix

Always-fresh Summaries

Every customer, project and product gets a standing summary that refreshes the moment its underlying facts change.

A new retro was published to the Delivery space. Extract the facts and flag anything that contradicts the graph
142 facts
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Auto ⌄

Automated Curation

Changed pages are extracted and validated automatically. Confident facts commit, the rest go to human review.

Skill: Pre-sales brief

Prep every discovery call with deal and delivery history.

Thought for 1s

Skills & Agents

Package your team's know-how into reusable skills. If your people repeat it, your agents can run it.

How ReKnown can help you

Explore use cases designed to help every team put its knowledge to work.

/find-similar-projects
SkillReady

Find Similar Projects

Surface past implementations that match a new engagement, with the incidents and fixes that came with them.

/prep-a-deal
SkillReady

Prep a Deal

Build a source-linked brief on the customer, the competition and the objections your team has handled before.

/resolve-an-incident
SkillReady

Resolve an Incident

Match a new issue to known root causes and runbooks, so the fix that worked last time is the first thing you see.

/draft-a-proposal
SkillReady

Draft a Proposal

Assemble scope, pricing model and relevant case studies from what your company has already delivered.

/onboard-a-new-hire
SkillReady

Onboard a New Hire

Give new team members an agent that already knows your policies, products and the lessons learned.

Get started in weeks, not quarters

Start with one team and one source. Expand when the answers prove themselves.

Connect a source

Start with a single Confluence space.

  • Confluence
  • Jira
  • SharePoint

Shape your ontology

Agree on core entities across teams.

  • Core entities
  • Team extensions
  • Review queue

Launch your first agent

Go live in Teams or Slack with one team.

We're committed to governance and security for every team

Permission-aware by default

Agents only see what the asking user can see.

Full provenance

Trace every answer back to its exact source.

Sensitive data stays live

Finance and HR data is queried live, never copied.

We don't train on your data

Your knowledge stays in your tenant and never trains AI models.

PRICING

Build your enterprise knowledge layer

ReKnown gives organizations the infrastructure to capture, curate, govern and operationalize their knowledge, and make it available to AI agents.

Foundation

$499/ month

billed monthly

Includes:

  • 2 Knowledge Repositories
  • 5 Source Connectors
  • 5 Knowledge Agents
  • 3 Enterprise Agents
  • 100K Knowledge Records
  • Schema & Ontology Builder
  • Knowledge Gateway
  • Semantic & Lexical Search
  • Human Curation
  • Provenance & Versioning
  • API Access
  • Standard Support

Start Building

For teams building their first knowledge repository.

Popular

Scale

$1,999/ month

billed monthly

Everything in Foundation, plus:

  • 10 Knowledge Repositories
  • 25 Source Connectors
  • 25 Knowledge Agents
  • 15 Enterprise Agents
  • 1M Knowledge Records
  • Advanced Retrieval & Graph
  • Advanced Governance & ACL
  • SSO
  • Usage & Cost Analytics
  • Live Tools & MCP
  • Priority Support

Start Scaling

For organizations deploying knowledge across teams.

Enterprise

Custom

Tailored to your organization

Everything in Scale, plus:

  • Unlimited Repositories
  • Unlimited Knowledge Agents
  • Unlimited Enterprise Agents
  • Dedicated Environments
  • Custom Connectors
  • Enterprise Security
  • Private Networking
  • Data Residency Options
  • Custom Retention Policies
  • Enterprise SLA
  • Dedicated Support
  • Professional Services

Talk to Sales

For organizations building knowledge infrastructure at scale.

Usage

Every plan includes a generous usage allowance. Additional usage scales with your organization.

You only pay more as your knowledge and AI usage grows.

Knowledge Processing

Source ingestion, extraction and knowledge processing.

Knowledge Storage

Bronze, canonical knowledge and indexes.

Agent Execution

Enterprise Agent and model usage.

FAQ

Frequently Asked Questions

We compiled answers to the questions teams ask most about connecting, curating and governing their knowledge with ReKnown.

ReKnown connects to wikis, ticketing, CRM, code repos, file storage and databases, including Confluence, Jira, HubSpot, Azure DevOps and SharePoint. New connectors plug into the same curation pipeline.

Still have a question?

Start with knowledge.
Scale to intelligence.

ReKnown, the knowledge infrastructure for AI-native enterprises.

Book a demo