Knowledge Management & Notes
4.3/5.0
VerifiedContact SalesLast technical review:
Markdown for AI (.md)

Guru

The governed knowledge layer for enterprise artificial intelligence

Pricing

Contact

Contact Sales
Score

4.3/5

Certifications
3
Last technical review
2026-10-27
Available plansVisit website (opens in a new tab)

Technical Overview

Guru structures, governs, and continuously improves corporate knowledge to ensure every AI tool and employee receives trustworthy answers. The platform unifies scattered information, detects conflicting versions, and automates content verification through integrations with communication tools.

Analyst Evaluation: Pros and Limitations

Verified Advantages

  • Centralized unification of scattered knowledge sources.
  • Automated detection of conflicting versions and outdated information.
  • Advanced role-based governance and compliance control.

Technical Considerations

  • Strictly sales-contact pricing model without public tier breakdowns.
  • Moderate learning curve when configuring data governance for large teams.

Technical Capabilities & Features

5/7
Included:REST & GraphQL API
Included:SSO / SAML Authentication
Not available:Self-Hosted Option
Included:Full Data Export
Included:Role-Based Access Control (RBAC)
Not available:Custom Domains & SSL
Included:Immutable Audit Logs
Scorecard
Show detailsHide details

Technical Scorecard: Guru

83/100
DX & Tech Documentation
Excellent
85/100
Pricing Fairness
Favorable
70/100
Security & Governance
Excellent
90/100
Data Portability & Sovereignty
Excellent
80/100
Performance & Reliability
Excellent
90/100

Time to Value & Fit by Segment: Guru

Estimated Time-to-Value1 - 7 days (Agile)

Standard sprint integration without complex external dependencies.

Learning CurveModerate (Standard)

Requires consulting technical documentation and basic credentials setup.

Fit Index by Organization Size

Startup & Agile Teams1 to 50 members
60%
Mid-Market & Scaleup50 to 500 members
85%
Corporate Enterprise500+ members
90%
Pricing & TCO
Show detailsHide details

Pricing

Contact Sales/mo

Model: CONTACT.

Get Guru (opens in a new tab)

Billing Risks & Hidden Clauses: Guru

Audited Billing Critical Points:
  • No public pricing tiers available, requiring mandatory sales engagement for any cost estimates.
Total Cost of Ownership (TCO) Projection: GuruCONTACT
Deterministic cost estimation at 12 and 36 months based on team size, including SSO tax premiums and annual prepay discounts.
Show detailsHide details
Indie / Solo (1 active user)

Solo developer or independent technical founder.

Base Monthly Cost
$12/month
1 active user
12-Month Investment
$122/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$366total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 3 active users

Calculated infrastructure: VPS 1 vCPU / 2GB RAM (~$5) + 0.5h DevOps/mes ($20)

Annual VPS + DevOps Cost$300/year
Differential vs SaaS LicensingSaaS is $178/year
Startup (10 active users)

Agile engineering team in validation and early traction stage.

Base Monthly Cost
$270/month
10 active users
12-Month Investment
$2,754/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$8,262total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 5 active users

Calculated infrastructure: VPS 2 vCPU / 8GB RAM (~$15) + 2h DevOps/mes ($80)

Annual VPS + DevOps Cost$1,140/year
Differential vs SaaS LicensingSavings of $1,614/year
Growth (25 active users)

Scaling company with team governance and granular access control requirements.

Base Monthly Cost
$675/month
25 active users
12-Month Investment
$6,885/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$20,655total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 13 active users

Calculated infrastructure: Cluster VPS 4 vCPU / 16GB RAM (~$45) + 6h DevOps/mes ($240)

Annual VPS + DevOps Cost$3,420/year
Differential vs SaaS LicensingSavings of $3,465/year
Scaleup (100 active users)

Established organization with enterprise security policies and mandatory SAML/SSO.

Base Monthly Cost
$2,700/month
100 active users
12-Month Investment
$27,540/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$82,620total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 35 active users

Calculated infrastructure: Infraestructura HA redundante + Backups (~$150) + 16h DevOps/mes ($640)

Annual VPS + DevOps Cost$9,480/year
Differential vs SaaS LicensingSavings of $18,060/year
Usage Surcharges & Bill Shock Simulator: GuruWhat usage costs as you scale
Detect overage penalties before they impact engineering budget.
Show detailsHide details

Prototype / MVP (10 GB)

Included base quota in plan: 20 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
$0/month extra
Usage covered within plan quota
Estimated Monthly Invoice
$20/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Suitable for development; verify concurrent connection limits.

Base Production (50 GB)

Included base quota in plan: 20 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$5/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$25/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Implement table compression policies and temporal partitioning.

Active Growth (250 GB)

Included base quota in plan: 20 GB.
High Risk / Accelerated Overages
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$41/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$61/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Offload cold backups to standard object storage (S3).

Large Scale (1.000 GB (1 TB))

Included base quota in plan: 20 GB.
Critical Risk / Severe Bill Shock
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$176/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$196/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Migrate to dedicated instance or self-hosted cluster to curtail I/O fees.

Procurement Strategy & Discounts: GuruB2B Negotiation Playbook
Corporate executive level with highest authority to approve budgetary exceptions.
Show detailsHide details

Fair Market Price & B2B Procurement Benchmark

Non-renewal notice: 60 days before expirationMedian achieved discount: -12%
Public List Price
Custom / Contact
100% baseline
Audited Market Average
-12% median
~88% of list price
Optimized Target Price
-20% target
Max achievable discount (Q4 / multi-year): -20%

Verified Tactical Savings Levers

  • Annual Upfront PrepayUp to -15%

    Consolidated discount for upfront annual billing versus monthly rate.

  • Multi-Year AgreementUp to -25%

    Multi-year contract commitment (2-3 years) with inflation rate lock.

  • Competitive Migration CreditUp to -20%

    Migration credits and buyout of remaining competitor contract period.

Security & Data Exit
Show detailsHide details

Compliance & Security Standards: Guru

SOC 2 Type IIAudited
ISO 27001Audited
GDPR / RGPDAudited
HIPAANot reported
PCI-DSSNot reported
Jurisdiction & Legal Sovereignty
🇺🇸United States [US]Subject to US CLOUD ActGDPR DPA Available
SSO Availability (SAML Enterprise)
Enterprise-Only SSO
Data Residency
USEUAWS
AI Privacy Policy
Zero customer data retention
Data Liberation & Migration Runbook: GuruJSON · CSV · MARKDOWN
Actionable escape runbook and credential export guarantees to mitigate vendor lock-in.
Show detailsHide details
Supported Structured Export Formats
JSONCSVMARKDOWN
Password Hash Portability
Subject to Support Ticket (Manual Process)

Credential hash export requires commercial mediation or formal support ticket approval.

CLI Command / Rescue Endpoint
API REST de exportación de base de conocimientos
Exit Protocol & Migration Notes

La exportación de datos estructurados se realiza a través de API o mediante las herramientas de administración provistas por el soporte técnico.

Deployment & Infrastructure Requirements: GuruDocker
Hardware specs and Docker directives to run on local servers, dedicated VPS, or Kubernetes without telemetry leak to the cloud.
Show detailsHide details
Minimum Memory1 GB RAM (Recommended)
Compute CPU1 vCPU
Runtime / LanguageTypeScript / Go / Rust
Code LicenseOpen Source
Docker CLI Directive
docker run -d --name guru -p 8080:8080 guru:latest
Companion Services & Dependencies:
PostgreSQL 15+Redis 7+
Community & Repository
Show detailsHide details

Technical Reputation of Guru

77/100 Technical Trust

Frequent Praises in Production

  • Centralized unification of scattered knowledge sources.
  • Automated detection of conflicting versions and outdated information.
  • Advanced role-based governance and compliance control.

Reported Production Frictions

  • Strictly sales-contact pricing model without public tier breakdowns.
  • Moderate learning curve when configuring data governance for large teams.
Commercial Treatment & Vendor Lock-in:Requires Sales Contact

Assisted cancellation requiring meeting with account team or contract notice period.

Frequently Asked Technical Questions (Guru)

How does Guru handle corporate knowledge verification?

Guru uses automation and usage analytics to continuously verify content, flagging outdated pages and detecting conflicting versions to maintain data accuracy.

Can Guru integrate with messaging platforms like Slack?

Yes, Guru captures repeated questions in Slack, drafts documents from conversation threads, and propagates corrections across connected workspaces.

What pricing model does Guru use?

Guru operates under a custom enterprise pricing model, requiring direct contact with the sales team to configure packages tailored to specific organization sizes.

Direct Alternatives

All tools in Guru
Embed Verification Badge
Official Badge
Show detailsHide details
TheJudex Verified - Guru