Authentication & Identity Management (IAM)
4.1/5.0
VerifiedPaidLast technical review:
Markdown for AI (.md)

EDNA

On-device human sensing engine for AI driven by behavioral and biometric analysis.

Pricing

From$0.01/mo

Paid
Score

4.1/5

  1. $900/moProfessional Annual License
  2. $0.01/moUsage Credit
Certifications
1
Last technical review
2026-11-14
Available plansVisit website (opens in a new tab)

Technical Overview

EDNA is a behavioral-biometric human sensoric engine for AI recognition systems, engineered to capture 16 channels of human behavior and typing dynamics directly on the device. It provides ID authentication with three consecutive 100% pattern matches, API and Model Context Protocol (MCP) integration, edge processing for privacy preservation, and backend synchronization via Supabase and Stripe.

Analyst Evaluation: Pros and Limitations

Verified Advantages

  • 100% on-device biometric and behavioral processing.
  • Native Model Context Protocol (MCP) and SDK integrations.
  • Simultaneous capture of 16 channels of typing dynamics and behavior.

Technical Considerations

  • Steep pricing for annual professional licensing tiers.
  • Limited documentation outside core developer portals.

Technical Capabilities & Features

4/7
Included:REST & GraphQL API
Not available: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
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Technical Scorecard: EDNA

78/100
DX & Tech Documentation
Favorable
75/100
Pricing Fairness
Favorable
65/100
Security & Governance
Excellent
85/100
Data Portability & Sovereignty
Excellent
80/100
Performance & Reliability
Excellent
85/100

Time to Value & Fit by Segment: EDNA

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
70%
Mid-Market & Scaleup50 to 500 members
80%
Corporate Enterprise500+ members
85%
Pricing & TCO
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Pricing

$0.01/mo

Model: PAID.

Available plans:

  • Professional Annual License$900/mo
  • Usage Credit$0.01/mo
Get EDNA (opens in a new tab)

Billing Risks & Hidden Clauses: EDNA

Audited Billing Critical Points:
  • La licencia profesional anual requiere un compromiso de pago frontal significativo de 9900 EUR.

"Professional annual license: $9900 EUR"

Verified Quote: /pricing
Total Cost of Ownership (TCO) Projection: EDNA$0.01/mo
Deterministic cost estimation at 12 and 36 months based on team size, including SSO tax premiums and annual prepay discounts.
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Indie / Solo (1 active user)

Solo developer or independent technical founder.

Base Monthly Cost
$900/month
1 active user
12-Month Investment
$9,180/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$27,540total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 1 active user

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

Annual VPS + DevOps Cost$300/year
Differential vs SaaS LicensingSavings of $8,880/year
Startup (10 active users)

Agile engineering team in validation and early traction stage.

Base Monthly Cost
$9,150/month
10 active users
12-Month Investment
$93,330/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$279,990total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 1 active user

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

Annual VPS + DevOps Cost$1,140/year
Differential vs SaaS LicensingSavings of $92,190/year
Growth (25 active users)

Scaling company with team governance and granular access control requirements.

Base Monthly Cost
$22,875/month
25 active users
12-Month Investment
$233,325/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$699,975total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 1 active user

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 $229,905/year
Scaleup (100 active users)

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

Base Monthly Cost
$91,500/month
100 active users
12-Month Investment
$933,300/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$2,799,900total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 2 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 $923,820/year
Usage Surcharges & Bill Shock Simulator: EDNAWhat usage costs as you scale
Detect overage penalties before they impact engineering budget.
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Prototype / MVP (10 GB)

Included base quota in plan: 20 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$900/mo
Fixed subscription or contracted tier
Overage Penalty
$0/month extra
Usage covered within plan quota
Estimated Monthly Invoice
$900/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
$900/mo
Fixed subscription or contracted tier
Overage Penalty
+$5/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$905/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.
Low Risk / Predictable Bill
Base Monthly Rate
$900/mo
Fixed subscription or contracted tier
Overage Penalty
+$41/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$941/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.
Moderate Risk / Monitor Quota
Base Monthly Rate
$900/mo
Fixed subscription or contracted tier
Overage Penalty
+$176/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$1,076/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: EDNAB2B Negotiation Playbook
Corporate executive level with highest authority to approve budgetary exceptions.
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Fair Market Price & B2B Procurement Benchmark

Non-renewal notice: 60 days before expirationMedian achieved discount: -12%
Public List Price
$0.01 /mo
100% baseline
Audited Market Average
$0 /mo
~88% of list price
Optimized Target Price
$0 /mo
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.

  • Logo & Case Study AdvocacyUp to -20%

    Additional discount in exchange for public logo use and technical case study.

Security & Data Exit
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Compliance & Security Standards: EDNA

SOC 2 Type IINot reported
ISO 27001Not reported
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
GLOBALSELF_HOSTEDCloudflareSupabaseStripe
AI Privacy Policy
Zero customer data retention
Data Liberation & Migration Runbook: EDNAJSON
Actionable escape runbook and credential export guarantees to mitigate vendor lock-in.
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Supported Structured Export Formats
JSON
Password Hash Portability
Subject to Support Ticket (Manual Process)

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

CLI Command / Rescue Endpoint
GET /functions/v1/edna-mcp/
Exit Protocol & Migration Notes

La exportación de perfiles de usuario e identidades EDNA ID se realiza mediante llamadas a la API REST de sincronización con Supabase.

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

76/100 Technical Trust

Frequent Praises in Production

  • 100% on-device biometric and behavioral processing.
  • Native Model Context Protocol (MCP) and SDK integrations.
  • Simultaneous capture of 16 channels of typing dynamics and behavior.

Reported Production Frictions

  • Steep pricing for annual professional licensing tiers.
  • Limited documentation outside core developer portals.
Commercial Treatment & Vendor Lock-in:Self-Service in Dashboard

Cancellation flow is autonomous via billing portal or subscription settings.

Frequently Asked Technical Questions (EDNA)

How does EDNA process biometric and behavioral data?

EDNA processes all behavioral channels and typing dynamics locally on the user device, ensuring sensitive data remains private and protected.

What integration methods does the engine provide?

The system offers dedicated API endpoints, software development kits, and a Model Context Protocol (MCP) endpoint hosted on Supabase infrastructure.

What is the licensing model for commercial use?

The software operates under annual professional commercial licenses along with a usage-based credit model integrated with Stripe.

Direct Alternatives

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