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4.4/5.0
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Holistics

AI analytics platform featuring a programmable semantic layer

Score

4.4/5

Certifications
2
Last technical review
2026-10-31
Available plansVisit website (opens in a new tab)

Technical Overview

Holistics is a business intelligence platform built for data teams to deliver reliable self-service analytics. It relies on a code-based semantic layer (AML) and a composable query language (AQL). Analysts define metrics once while business users query via AI or point-and-click interfaces, maintaining a single source of truth.

Analyst Evaluation: Pros and Limitations

Verified Advantages

  • Code-based semantic layer with Git version control
  • AI queries strictly aligned with centralized metric definitions
  • Multiple data residency options including US, EU, and APAC

Technical Considerations

  • Steep learning curve for mastering AML and AQL syntax
  • Lacks a permanent free tier for small teams or testing

Technical Capabilities & Features

6/7
Included:REST & GraphQL API
Included:SSO / SAML Authentication
Not available:Self-Hosted Option
Included:Full Data Export
Included:Role-Based Access Control (RBAC)
Included:Custom Domains & SSL
Included:Immutable Audit Logs
Scorecard
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Technical Scorecard: Holistics

86/100
DX & Tech Documentation
Excellent
90/100
Pricing Fairness
Favorable
75/100
Security & Governance
Excellent
88/100
Data Portability & Sovereignty
Excellent
85/100
Performance & Reliability
Excellent
90/100

Time to Value & Fit by Segment: Holistics

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

Standard sprint integration without complex external dependencies.

Learning CurveHigh (Specialized)

Requires dedicated DevOps or infrastructure architecture expertise.

Fit Index by Organization Size

Startup & Agile Teams1 to 50 members
60%
Mid-Market & Scaleup50 to 500 members
90%
Corporate Enterprise500+ members
80%
Pricing & TCO
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Pricing

Contact Sales/mo

Model: PAID.

Available plans:

  • Standard / Enterprise Custom$0/mo
Get Holistics (opens in a new tab)

Billing Risks & Hidden Clauses: Holistics

Audited Billing Critical Points:
  • No permanent free tier available, requiring paid subscription from the start.
Total Cost of Ownership (TCO) Projection: HolisticsPAID
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
$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: HolisticsWhat 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
$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: HolisticsB2B 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: 30 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.

  • Volume Seat TiersUp to -20%

    Tiered volume pricing discounts when exceeding team seat thresholds.

Security & Data Exit
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Compliance & Security Standards: Holistics

SOC 2 Type IIAudited
ISO 27001Not reported
GDPR / RGPDAudited
HIPAANot reported
PCI-DSSNot reported
Jurisdiction & Legal Sovereignty
🌐Singapore [SG]Subject to US CLOUD ActGDPR DPA Available
SSO Availability (SAML Enterprise)
Enterprise-Only SSO
Data Residency
USEUGLOBALAWS
AI Privacy Policy
Opt-out available
Data Liberation & Migration Runbook: HolisticsSQL · YAML · JSON
Actionable escape runbook and credential export guarantees to mitigate vendor lock-in.
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Supported Structured Export Formats
SQLYAMLJSONCSV
Password Hash Portability
Subject to Support Ticket (Manual Process)

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

CLI Command / Rescue Endpoint
git clone <repository-url>
Exit Protocol & Migration Notes

Los modelos semánticos definidos en AML y las consultas AQL se pueden exportar y versionar mediante repositorios Git externos.

Deployment & Infrastructure Requirements: HolisticsDocker
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 holistics -p 8080:8080 holistics:latest
Companion Services & Dependencies:
PostgreSQL 15+Redis 7+
Community & Repository
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Technical Reputation of Holistics

83/100 Technical Trust

Frequent Praises in Production

  • Code-based semantic layer with Git version control
  • AI queries strictly aligned with centralized metric definitions
  • Multiple data residency options including US, EU, and APAC

Reported Production Frictions

  • Steep learning curve for mastering AML and AQL syntax
  • Lacks a permanent free tier for small teams or testing
Commercial Treatment & Vendor Lock-in:Self-Service in Dashboard

Cancellation flow is autonomous via billing portal or subscription settings.

Frequently Asked Technical Questions (Holistics)

How does Holistics ensure consistency in AI-generated answers?

Holistics references a centralized semantic layer where metrics are strictly defined, ensuring AI responses match official dashboards and reports.

What are AML and AQL in Holistics architecture?

AML stands for Analytics Modeling Language for defining models as code, while AQL is a composable query language designed for governed metrics retrieval.

Does Holistics support Git version control?

Yes, analytics assets can be defined as code and checked into Git repositories for complete version tracking and peer reviews.

Direct Alternatives

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