DimensionGuruSaberra
Primary jobGovern and surface knowledge that teams have already written across 100+ tools.Capture decisions, tasks, risks, and roles from meetings and email that teams never write down.
Core insightKnowledge exists but is scattered, unverified, and hard to surface at the right moment.Important organizational context lives in conversations and email. It disappears because it is never formally recorded.
Input sourcesConfluence, SharePoint, Google Drive, Slack, Salesforce, Zendesk, and 95+ more.Google Meet, email threads, meeting transcripts from any platform, Sera API, Twilio-connected messaging channels.
Record creationIndexes content that already exists. Does not create records from unstructured communication.Sera automatically drafts structured records from meeting output and email. Humans approve what becomes trusted memory.
Human review gateOptional SME verification and publishing workflows. Content can be trusted by default.Mandatory. Nothing enters the Living Memory Hub without a human reviewer approving it. Architecturally enforced.
Record taxonomyKnowledge cards organized by topic, team, and tags.19 typed entity types across 5 architectural layers: Governance (decisions, canon changes, policies, circles, roles, role assignments, CCOS ledger), Operations (tasks, risks, projects, commitments, tensions), People (profiles, interactions), Community (gratitudes, events, retrospectives, resources), and Knowledge Base drafts.
CRM auto-buildConnects to Salesforce or HubSpot via integration. Does not build CRM data from communication.Every person in email or meeting becomes a Profile candidate. Engagement Status (Active / Dormant / At-Risk / Churned) auto-updated from communication frequency. Full interaction history. No existing CRM required.
Language intelligenceInterface localization. Not extraction-layer language control.EXTRACTION_LANGUAGE env var writes all field values in your specified language regardless of source language. LanguageNormalizationService scans all 27 databases with 4 correction modes.
GPS scoringNot documented.Every Decision Candidate scored against the organization's Governing Purpose Statement. Purpose Alignment field auto-populated. Signal for human reviewers. Sera never auto-approves.
Teal / governance supportNone. General-purpose knowledge management with no governance framework built in.Circles, consent records, objections, tensions, role governance, advice process context. Purpose-built for self-managing teams.
Collapse health monitoringNot documented.Sera monitors all 7 organizational collapse patterns continuously: Interpersonal Conflict, No Shared Vision, Poor Governance and Power Shadows, Financial Fragility, Burnout and Loss of Commitment, The Wrong People Problem, and The Scale Trap.
Data locationGuru-hosted SaaS. Organizational knowledge lives in Guru's infrastructure.Customer-owned accounts: your Notion workspace, your Google Workspace, your Railway instance, your AI provider keys.
Compliance certificationsSOC 2 Type II, HIPAA, GxP, GDPR, HECVAT, CAIQ, independently audited.Inherits from underlying infrastructure. No independent SOC 2 certification at present.
Retrieval interfaceSlack, Teams, browser extension, shared MCP server (Claude, Cursor), REST API.Sera /ask and /search endpoints against reviewed records with source citations. Dedicated per-client API in isolated Railway instance. MCP protocol wrapper in active development. Weekly Pulse digest to team inbox.
Pricing modelCustom enterprise pricing via sales team. No published per-seat rates.Published: from $750/mo. Early adopter: from $300/mo. 4-week done-for-you deployment included.
Team sizeDesigned for 51–10,000+ employees.Designed for 5–100 person teams.
DeploymentSaaS with solution engineering team in enterprise packages.Done-for-you inside your own accounts. No vendor custody of your data.
Guru data sourced from getguru.com public pages, June 2026. Absence from public documentation does not confirm feature absence. Verify directly with each vendor before procurement.