Departments
Industry
Connect every system your knowledge lives in.
Audit every help center article, macro, and category—then keep them clean as the product changes.
Audit ServiceNow Knowledge so IT copilots quote runbooks that still apply to systems that still exist.
Audit Salesforce Knowledge and CRM content so AI agents quote articles your reps actually trust.
No connector? Paste a URL. We crawl every page of your help center, docs, or knowledge site.
Audit every XWiki space, page, and macro—then keep them clean as your teams keep editing.
Audit patient-facing knowledge so AI in healthcare quotes the current protocol, not last year's.
Validate payer knowledge so AI never quotes a benefit that doesn't apply.
Audit Gladly answers and macros so customer AI quotes what your team would say.
Power Genesys agents and voice copilots with knowledge that matches today's policy.
Audit NICE knowledge and scripts so AI agents stay current as products change.
Validate Sprinklr content so every channel reads from the same source of truth.
Audit Freshdesk articles and macros so AI quotes the answer your team actually approved.
Validate Gorgias macros and help docs so ecommerce AI quotes the policy your team would.
Audit Epic chart documentation and order sets so clinical AI quotes the protocol that's in effect today.
Audit Klara patient messaging templates so AI quotes the current protocol, not last season's.
Validate RxSense formulary and benefit data so pharmacy AI quotes the eligibility that actually applies.
Audit Atlassian Rovo agents and connected sources so enterprise copilots reference the canonical answer Rovo resolves to.
Audit Docebo courses and learning paths so enablement agents cite the curriculum your trainers approved.
Audit Freshservice tickets, KB articles, and runbooks so IT agents resolve incidents using the current procedure.
Index Guidde how-to videos and step guides so support agents point users to the walkthrough owners published.
Audit Guru cards and collections so agents cite the verified answer your experts have actually approved.
Audit Highspot pitches and sales plays so revenue agents quote the messaging enablement actually approved.
Audit Intercom articles and macros so support agents answer with the response your team has approved.
Audit Klue battlecards and competitive intel so sales agents quote the positioning your strategists last verified.
Audit Lessonly lessons and paths so enablement agents teach the workflow your trainers actually approved.
Audit MindTouch articles and categories so support agents quote the version your authors actually published.
Audit NICE CXone scripts and knowledge so contact center agents quote the approved customer response.
Index Panopto video transcripts and chapters so learning agents quote the lecture content owners published.
Index PlusPlus courses and learning paths so enablement agents recommend training your team has actually approved.
Audit SalesHood playbooks and pitches so revenue agents quote the messaging enablement currently approves.
Index ScreenSteps articles and workflows so support agents follow the steps your ops leads currently certify.
Index Stack Overflow for Teams questions and answers so dev agents reference the solution your engineers validated.
Index Udemy course content and transcripts so learning agents reference the training your org actually licensed.
Crawl Web Search results so research agents validate claims against live public sources before answering.
Audit SharePoint, Dynamics, and M365 knowledge so AI quotes the current record.
Reconcile SAP product, pricing, and policy records with the documentation that describes them.
Audit Oracle ERP records so AI assistants quote the current product, the current rate, the current policy.
Validate Workday HR knowledge so internal AI copilots quote current benefits, current policies, current procedures.
Audit Adobe Experience content so customer-facing AI reads from the canonical version.
Reconcile core banking records with the disclosures and product copy customers see.
Audit nCino product, fee, and policy knowledge so AI in financial services stays compliant.
Validate Blend content so origination AI quotes the disclosure your compliance team actually approved.
Audit Magento product, policy, and category content so commerce AI quotes the current SKU.
Reconcile Shopify catalog and policy content with the answers your customer AI returns.
Reconcile NetSuite product, pricing, and policy records with the documentation that describes them.
Audit Square product, pricing, and policy content so commerce AI quotes the current SKU.
Index Nokia network knowledge so support AI quotes the configuration that matches today's gear.
Audit Oracle Communications product, rate, and disclosure records so telecom AI quotes the current plan.
Reconcile 15Five reviews and goals so people agents reference the performance signal HR actually trusts.
Audit Affinity relationships, notes, and deal records so agents cite the latest signal from your network.
Validate Apollo contacts and account data so outbound agents reach the prospects your CRM still considers current.
Audit Ariba suppliers, contracts, and catalogs so procurement agents cite the sourcing record buyers approved.
Reconcile BambooHR employee records, roles, and policies so HR agents cite the system of record.
Audit Benchling notebooks, entities, and protocols so research agents cite the validated experimental record.
Reconcile Clay enrichment tables and account data so GTM agents act on verified prospect facts.
Audit Coupa suppliers, contracts, and policies so procurement agents quote terms your finance team actually approved.
Reconcile DocuSign agreements and templates so contract agents cite the executed version, not an outdated draft.
Reconcile eSalesManager (eSM) accounts, contacts, and activities so sales agents cite the current pipeline truth.
Reconcile Gainsight health scores, playbooks, and CTAs so success agents act on accurate account signals.
Index Gong calls, transcripts, and deal notes so revenue agents cite what buyers actually said.
Audit Google Workspace SSO identities and access so agents respect the permissions your admins enforce.
Reconcile Greenhouse job posts, scorecards, and stages so recruiting agents reference the current hiring plan.
Reconcile Harvest timesheets, projects, and invoices so finance agents reference the billed truth.
Reconcile HubSpot contacts, deals, and pipelines so revenue agents reference the account state RevOps trusts.
Reconcile Ironclad contracts and clause libraries so legal agents quote the executed terms, not drafts.
Reconcile JumpCloud directory roles and device policies so identity agents enforce the access rules currently in force.
Audit Keycloak realms, roles, and clients so identity agents quote the access policy your admins approved.
Reconcile Microsoft Dynamics 365 accounts and opportunities so sales agents reference the pipeline RevOps trusts.
Audit Microsoft Entra ID groups and role assignments so agents respect the live access boundary.
Reconcile Mindtickle courses, missions, and assessments so revenue-enablement agents teach the playbook leadership approved.
Validate Okta groups, apps, and access policies so identity agents grant only what governance approved.
Validate OneLogin users, roles, and app mappings so identity agents enforce the access policy IT approved.
Validate OneTrust privacy notices, DPAs, and assessments so compliance agents quote the current regulatory posture.
Reconcile Ping Identity users, groups, and policies so agents enforce the access rules security actually owns.
Reconcile Pingboard org charts and employee profiles so people agents reflect the reporting lines HR currently maintains.
Reconcile Pipedrive deals, contacts, and pipelines so sales agents cite the CRM record reps trust.
Audit Procore project documents and RFIs so construction agents quote the field-approved spec, not stale revisions.
Audit Seismic content and playbooks so sales agents pitch with the collateral your enablement team certified.
Audit Veeva Vault documents and approvals so life-sciences agents cite the regulated version of record.
Validate Windchill parts, BOMs, and change orders so engineering agents reference the released revision.
Audit Snowflake schemas and definitions so AI never hallucinates column meaning.
Validate Databricks tables and semantics so AI agents query a real dictionary, not a guess.
Crawl S3, DynamoDB, and managed data sources for the knowledge that feeds your AI.
Index Amazon S3 buckets and objects so retrieval agents read from files your data owners trust.
Reconcile Amplitude events and properties so product analytics agents never hallucinate what a metric tracks.
Reconcile Azure resources and configurations so cloud agents reference the infrastructure your team currently runs.
Reconcile Datadog monitors, dashboards, and runbooks so SRE agents page on the signal owners trust.
Index DataStax collections and vector data so retrieval agents pull from the embeddings your platform actively serves.
Reconcile Enterpret feedback themes and taxonomies so product agents cite the customer signal your team validated.
Index Google Cloud Platform projects, buckets, and IAM so infra agents reference the canonical resource state.
Reconcile Hex notebooks and SQL cells so data agents reuse the queries your analysts already validated.
Crawl Jenkins pipelines and build logs so devops agents reference the deploy history operators rely on.
Index JFrog artifacts, repositories, and builds so devops agents cite the promoted release.
Reconcile Looker Studio reports and data sources so analytics agents cite the dashboard definitions stakeholders rely on.
Reconcile Mixpanel events and property definitions so analytics agents never misread funnel metrics.
Index Opsgenie alerts, on-call schedules, and runbooks so incident agents page the right responder.
Reconcile PagerDuty services, schedules, and escalation policies so incident agents page the right responder every time.
Reconcile Rootly incidents, runbooks, and postmortems so on-call agents follow procedures responders actually validated.
Reconcile Tableau dashboards and field definitions so analytics agents never misread a published metric.
Reconcile ThoughtSpot liveboards and metric definitions so analytics agents cite the numbers your team trusts.
Index WisdomAI metrics and semantic models so analytics agents reference the governed definitions your team trusts.
Bring Human Delta findings, audit results, and AI Answers into the channels your team already uses.
Audit Frame.io project notes and asset metadata so AI knows which version is approved.
Index Aspera transfers and metadata so AI knows what shipped where, and when.
Audit MediaSilo asset metadata and approval notes so AI quotes the canonical version.
Crawl Box folders, parse documents, and surface every duplicate, draft, and orphaned file.
Audit rights data so AI never quotes a clearance that no longer applies.
Validate FilmTrack rights and metadata so AI in media stays current as windows shift.
Crawl Dropbox folders, parse documents, and surface every duplicate, draft, and orphaned file.
Crawl Adobe Experience Manager pages and assets so marketing agents quote the published content owners approved.
Index Aha! roadmaps, features, and releases so product agents reference what leadership actually committed to.
Index Airtable bases, views, and fields so agents reference the operational record your team maintains.
Reconcile Asana tasks, projects, and status updates so PM agents report the work that actually shipped.
Index Bitbucket repositories, pull requests, and READMEs so dev copilots cite the canonical branch.
Validate Bynder assets, rights, and metadata so creative agents serve the approved brand version.
Index Canva designs and brand kits so creative agents reference the approved visual asset, not a draft.
Index ClickUp tasks, docs, and lists so project agents quote the priorities your team actually committed to.
Reconcile Coda docs and tables so agents pull values from the page owners actually maintain.
Audit Confluence pages and spaces so agents quote the version your owners actually approved.
Index Contentful entries and content models so agents reference the published version your editors approved.
Audit Egnyte folders and shared files so agents reference the document version governance has approved.
Index Evernote notebooks and notes so knowledge agents surface the captured detail without stale duplicates.
Index Facebook Workplace groups, posts, and knowledge libraries so agents surface answers employees already shared.
Crawl Fellow meeting notes and action items so agents surface decisions owners have actually signed off on.
Audit File Upload batches so agents parse ad-hoc documents against your validated source of truth.
Audit Gamma decks and docs so agents reference the narrative your team currently presents to customers.
Index GitHub READMEs, wikis, and code so dev copilots reference the canonical implementation.
Index GitLab repos, MRs, and wikis so dev copilots reference the canonical implementation your team merged.
Crawl Gmail threads and attachments so assistant agents reply with the context your team already discussed.
Reconcile Google Calendar events, attendees, and availability so scheduling agents book against the real source.
Index Google Chat spaces and threads so agents quote the decision your team actually landed on.
Audit Google Drive documents and shared folders so agents quote the latest approved file version.
Crawl Google Sites pages and embedded docs so internal agents surface the intranet content owners still maintain.
Audit Granola meeting notes and action items so agents quote the decisions attendees actually recorded.
Index Haystack posts and knowledge cards so internal agents surface the announcements your comms team published.
Index Interact intranet pages and policies so employee agents answer with the announcements communications actually published.
Index InVision boards and prototypes so design agents reference the approved screen, not a stale frame.
Reconcile Jira issues, epics, and sprints so engineering agents quote the ticket state your team actually closed.
Crawl Linear issues and projects so engineering agents quote the scope your team currently committed to.
Index Lucid diagrams and flows so agents reference the architecture your team actually shipped.
Audit LumApps intranet pages and communities so employee agents quote the policies your comms team published.
Audit Microsoft 365 documents and shared mailboxes so agents answer from the tenant's approved files.
Crawl Microsoft OneDrive files and folders so agents reference the document version your owners last approved.
Index Microsoft OneNote notebooks and sections so agents surface the meeting notes leadership actually signed off on.
Index Microsoft Outlook threads and attachments so agents cite the decision actually made over email.
Crawl Microsoft SharePoint sites and document libraries so agents cite the owner-approved version, not a stale duplicate.
Index Microsoft Teams channels and chats so agents quote the conversation your org actually had.
Crawl Miro boards and sticky notes so agents capture decisions from the latest workshop frame.
Crawl Monday boards and items so workflow agents cite the status owners updated this sprint, not last quarter.
Audit Notion pages and databases so agents quote the version your team has actually kept current.
Index Phabricator differentials and tasks so engineering agents reference the code review history your team archived.
Crawl Quip docs and spreadsheets so agents reference the version sales ops still maintains.
Index Shortcut stories, epics, and docs so engineering agents reference the work your team actually committed to.
Audit Simpplr intranet posts and policies so employee agents quote the announcement comms actually approved.
Crawl Slab posts and topics so internal agents quote the handbook page your team actually maintains.
Crawl Smartsheet grids, plans, and dashboards so PM agents reference the program status owners just updated.
Validate Swagger specs and endpoints so API agents call routes that match your current contract.
Audit TestRail cases, runs, and results so QA agents quote the verified test status.
Reconcile Trello boards, lists, and cards so project agents reference the workflow state owners trust.
Crawl Unily intranet pages and announcements so employee agents surface the currently published policy.
Crawl WordPress posts, pages, and custom types so agents cite the published version your editors approved.
Index Workplace from Meta groups and announcements so agents reference the latest internal communications leadership posted.
Index YouTrack issues and knowledge base articles so agents reference the current ticket state.
Validate Zeplin specs, components, and styleguides so design agents reference the handoff developers approved.
Index Zoom recordings and transcripts so agents cite what was actually said in the meeting.
Index Zulip streams and topics so agents reference the threaded conversation your team trusts.
We connect to anything with an API or a web surface.
