Vendor comparison

Holistic AI vs Modulos: capability comparison

A side-by-side comparison of Holistic AI and Modulos across RoPA, DPIA, vendor risk, AI governance and evidence workflows. Acompli is shown as a third reference column.

Holistic AIModulosComparison
Fit

Who each option is best for, and where either supplier is deliberately narrower.

Evidence

Which public claims, review signals, caveats and capability rows are evidenced.

Operations

How much work it takes to implement, maintain and export the privacy record.

Decision

The questions a privacy team should ask before switching or shortlisting.

Key takeaways

  • Holistic AI and Modulos are compared here on public-documentation capability coverage: Holistic AI is publicly documented for 6 of 20 tracked capabilities, Modulos for 8.
  • The clearest difference: Modulos adds Multi-entity support, PDF/CSV/Excel export, which Holistic AI doesn't publicly document.
  • Holistic AI's public lane is Enterprise AI-governance platform for AI discovery, inventory, technical risk testing, monitoring and enforcement, aligned to the EU AI Act, NIST AI RMF and ISO 42001; Modulos's public lane is Dedicated AI-governance (GRC) platform for the EU AI Act, ISO 42001 and NIST AI RMF, with multi-framework control mapping and quantified AI risk.
  • Capability coverage reflects what each vendor publicly documents; confirm current scope, pricing and exports directly with each vendor.

01Short answer

Holistic AI vs Modulos

Holistic AI is positioned as: Enterprise AI-governance platform for AI discovery, inventory, technical risk testing, monitoring and enforcement, aligned to the EU AI Act, NIST AI RMF and ISO 42001. Modulos is positioned as: Dedicated AI-governance (GRC) platform for the EU AI Act, ISO 42001 and NIST AI RMF, with multi-framework control mapping and quantified AI risk. Across the tracked capabilities Holistic AI and Modulos cover much of the same ground, so the decision rests more on operating model, depth and jurisdiction fit than on feature presence.

Modulos has broader public-documentation coverage in this comparison (8 of 20 tracked rows, compared with 6 for Holistic AI). Capability coverage below reflects what each vendor publicly documents; Acompli is shown as a third reference column.

02At a glance

Holistic AI vs Modulos at a glance

Decision questionHolistic AIModulosAcompli
Best fitEnterprises that need to discover, inventory, technically test and monitor AI systems at scale against the EU AI Act, NIST AI RMF and ISO 42001Large and regulated organisations deploying AI systems that need multi-framework AI governance, quantified AI risk and runtime evidence in one connected graphPrivacy and governance teams that need first-class EU AI Act governance - a risk-classified AI-system register, conformity and assessment workflow, and human-approved AI-system records - connected to their GDPR programme (RoPA, DPIA, vendor, data mapping) for Ireland/UK/EU
Operating modelAn end-to-end AI-governance platform: automated AI discovery, live inventory, technical risk testing, continuous monitoring and real-time enforcementA dedicated AI-governance platform: a Governance Graph mapping one control across many AI frameworks, monetary risk quantification, AI agents and runtime inspectionFirst-class EU AI Act governance - AI-system register, risk classification and conformity/assessment workflow - connected to DPIA and Article 30, each value human-approved and traceable to approved source evidence
When to choose itChoose Holistic AI when the main problem is surfacing shadow AI and proving AI systems are safe, unbiased and compliant through continuous technical testingChoose Modulos when the main problem is governing AI systems across the EU AI Act, ISO 42001 and NIST AI RMF with quantified risk and production-runtime evidenceChoose Acompli when the main problem is defensible EU AI Act compliance - classifying and governing AI systems - kept connected to RoPA, assessments, suppliers and risk decisions, and current after human approval
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03Profile

What Holistic AI offers

Holistic AI is a London-headquartered enterprise AI-governance platform that grew out of research by two University College London academics, Emre Kazim and Adriano Koshiyama, and evolved from a bias-auditing specialist into a full-lifecycle AI-governance platform. It frames its product in three stages - Identify (automated AI discovery and a live inventory across cloud, code, SaaS and vendors, to eliminate shadow AI), Protect (40+ technical tests for bias, safety, security and performance, including red teaming and LLM evaluation) and Enforce (deployment gates, approval workflows, kill switches and Guardian Agents that intervene in real time), with risk scores mapped to the EU AI Act, NIST AI RMF and ISO 42001.

Holistic AI does not publish list pricing on its own site. The platform is enterprise, demo-led and contact-sales - the site directs buyers to request a demo rather than to a public price page, and pricing scales with the size and complexity of the AI estate. Note that this is an AI-governance tool, not a GDPR privacy-ops platform: it governs AI systems (discovery, inventory, testing, monitoring), and does not provide RoPA, DPIA, DSAR or data-mapping records.

  • Best for: Large enterprises and regulated organisations deploying many AI models, agents and applications that need to surface shadow AI and prove those systems are safe, unbiased and compliant at scale.
  • Deployment: Cloud SaaS AI-governance platform with 20+ integrations across cloud, code repositories, data platforms and SaaS; automated discovery, technical testing, continuous monitoring and runtime enforcement via Guardian Agents.

04Profile

What Modulos offers

Modulos AG (Zurich, Switzerland) is an ETH Zurich spin-off founded in 2018 that positions itself as a Responsible AI Governance platform for regulated enterprises. Its Governance Graph connects frameworks, requirements, controls, evidence and policies into a single queryable model so that one well-designed control can satisfy many frameworks at once - Modulos cites support for 13+ frameworks including the EU AI Act, ISO 42001, ISO 23894, NIST AI RMF, ISO 27001, GDPR-as-a-framework, DORA and NIS2. It is the first AI-governance platform to receive ISO 42001 product conformity certification (issued by CertX) and reports SOC 2 Type II, with SaaS or private-cloud/VPC deployment and multiple data-residency regions (EU, US, UAE, Singapore).

Modulos is demo-led and does not publish plan prices on its pricing page. It advertises a free Starter plan (one AI-app project, single user) for exploration, a Team plan (unlimited users and frameworks) and a fully customisable Enterprise plan, all routed through a demo request. Third-party aggregators (Capterra, GetApp) surface a nominal starting figure that reads as an unverified placeholder rather than a real list price, and both show zero user reviews.

  • Best for: Large and regulated organisations - financial services, telecommunications, transport, utilities, defence - deploying high-risk or many AI systems that need multi-framework AI governance, monetary risk quantification and runtime evidence.
  • Deployment: Cloud SaaS with optional private-cloud/VPC deployment and EU/US/UAE/Singapore data residency; connects to existing tools (GitHub, Bitbucket, Azure, AWS, Confluence, Jira, Prometheus, Datadog, MLflow) via REST API and Python SDK rather than ingesting raw data.

05Official source signals

What Holistic AI and Modulos emphasise publicly

This section uses each vendor's own public positioning as the starting point. It is included so customers can see why the two companies may appear in the same shortlist while still solving different problems.

The capability table remains conservative: "Y" means a capability was publicly documented, while "N" means it was not publicly confirmed in the reviewed material.

SignalHolistic AIModulos
Public positioningHolistic AI positions itself as an enterprise AI governance platform for AI discovery, inventory, risk, testing and compliance.Modulos positions itself as an AI governance, risk and compliance platform for EU AI Act, ISO 42001 and related frameworks.
Main public signalsOfficial pages emphasise shadow AI discovery, AI inventory, monitoring, AI risk management, LLM testing, bias audits and regulatory alignment.; The product lane is dedicated AI governance rather than general GDPR privacy management.; Holistic AI is strongest where AI model, agent and application oversight is the main procurement requirement.Official pages emphasise a Governance Graph, cross-framework controls, risk quantification, policy approval, vendor review and evidence workflows.; The public lane is dedicated AI GRC with strong EU AI Act and ISO 42001 positioning.; Modulos is strongest where the buyer needs full AI governance and control mapping rather than privacy-record administration.
Best-fit buyerLarge enterprises and regulated organisations deploying many AI models, agents and applications that need to surface shadow AI and prove those systems are safe, unbiased and compliant at scaleLarge and regulated organisations - financial services, telecommunications, transport, utilities, defence - deploying high-risk or many AI systems that need multi-framework AI governance, monetary risk quantification and runtime evidence
Buyer verificationAsk Holistic AI to demonstrate the workflows behind the modules that matter to your team, with export evidence and plan scope.Ask Modulos to demonstrate the workflows behind the modules that matter to your team, with export evidence and plan scope.

06Sourced 2025-2026 signals

What's new at Holistic AI (2025-2026, sourced)

These sourced updates were researched on 2026-07-05 and are listed separately from the live comparison table so existing profile claims remain unchanged.

Recent developmentSource: holisticai.com

On 25 June 2026, Holistic AI announced that Vahé Torossian — a 31-year Microsoft veteran (former President of Western Europe and Corporate VP for global SMB/Business Applications), former President/Deputy CEO of Builder.ai, and now a Venture Partner at Tola Capital — has joined its Board of Directors, with Co-CEO Emre Kazim framing it around scaling the platform and deepening enterprise relationships globally.

Additional capabilitySource: holisticai.com

On 29 September 2025, Holistic AI launched the 'LLM Decision Hub,' a free public resource (hosted at llmleaderboard.ai) that ranks 20+ leading LLMs on performance, safety, coding ability, mathematical reasoning, jailbreak resistance and total cost of ownership, using Holistic AI's own red-teaming and independent benchmark data — a model-selection/benchmarking capability not reflected in the existing capability table, which covers AI governance/registry functions only.

Holistic AI was named one of five vendors in Gartner's 'Cool Vendors for AI Security' report (published ~23 October 2024, announced by the vendor on 7 November 2024) — a separate Gartner recognition from the 4/5 Gartner Peer Insights review rating already cited on the page, and not currently mentioned anywhere in the existing profile.

Additional capabilitySource: holisticai.com

On 16 December 2024, Holistic AI completed what it and press coverage describe as the world's first independent third-party audit of Wikipedia under the EU Digital Services Act (Wikipedia being one of 23 EU-designated Very Large Online Platforms) — one of only two smaller/specialist firms (alongside FTI Consulting, which audited X) to land a VLOP audit, versus the Big Four firms auditing the rest. This shows Holistic AI has expanded from AI-governance software into independent regulatory-audit services under the DSA, a framework not mentioned anywhere in the existing profile (which cites only EU AI Act, NIST AI RMF and ISO 42001).

07Sourced 2025-2026 signals

What's new at Modulos (2025-2026, sourced)

These sourced updates were researched on 2026-07-05 and are listed separately from the live comparison table so existing profile claims remain unchanged.

Recent developmentSource: modulos.ai

Modulos closed a CHF 8.7 million pre-Series A funding round, announced 22 July 2025, bringing its total funding to CHF 16.4 million; the company said the capital would scale the platform ahead of the EU AI Act's August 2026 enforcement deadline. No individual investors were named in the release.

Market positioning nuanceSource: modulos.ai

Modulos was named an "Honorable Mention" (not Leader or Visionary) in the inaugural Gartner Magic Quadrant for AI Governance Platforms, published 16 June 2026 and announced by Modulos on 18 June 2026 -- a lower analyst-recognition tier than peers such as IBM (Leader) or OneTrust and ModelOp (Visionary) in the same report.

CertificationSource: modulos.ai

Modulos AG's own press-release archive dates its SOC 2 Type 2 certification announcement to 7 October 2025 ("Modulos AG Achieves SOC 2 Type 2 Certification, Reinforcing Commitment to Enterprise Security and Trust"), giving a specific timestamp for the SOC 2 Type II claim the existing file already states as current fact without a date.

Additional capabilitySource: modulos.ai

Modulos published a named customer case study: JobCloud AG (operator of Switzerland's jobs.ch, jobup.ch and JobScout24.ch, serving 49,000+ companies) selected Modulos to inventory and risk-classify its candidate-ranking, application-filtering and job-matching AI systems -- which fall under the EU AI Act's Annex III high-risk employment category -- and to build the required technical documentation and human-oversight controls.

Market positioning nuanceSource: modulos.ai

Modulos publishes its own head-to-head comparison pages against a broader competitor set than the existing file lists, including Vanta and OneTrust (not just AI-governance pure-plays like Credo AI). Its Modulos-vs-Vanta page frames Vanta as a startup/scale-up SOC 2 and ISO 27001 audit-automation platform that has bolted on AI-framework support, versus Modulos's ISO 42001/EU-AI-Act-native depth including CE-marking workflow support that it says Vanta refers out to specialists.

08Overlap and gaps

Holistic AI vs Modulos: what the public data actually shows

Feature count is only a starting point. A customer should separate shared coverage from unique public signals, then test whether the vendor can run the required workflow end to end.

Decision pointPublic signalBuyer interpretation
Shared evidenced coverageVendor risk; AI governance; Policy/notice management; Approval workflows; Audit trail; Role-based access controlIf your requirement sits here, compare workflow depth, implementation effort, evidence quality and price.
Only Holistic AI publicly confirmedHolistic AI has no unique tracked public capability against Modulos in this dataset.Keep Holistic AI on the shortlist for these requirements, but ask Modulos whether the same capability exists in current product scope.
Only Modulos publicly confirmedMulti-entity support; PDF/CSV/Excel exportKeep Modulos on the shortlist for these requirements, but ask Holistic AI whether the same capability exists in current product scope.
Acompli reference columnDPIA/PIA assessments; RoPA / Article 30; Data mapping; Privacy risk; Retention management; Spreadsheet importUse this as a third reference point where a narrower evidence-first privacy workflow may be preferable to a broader platform.

09Capability comparison

Holistic AI vs Modulos: capability by capability

Each capability is marked Y or N for Holistic AI and Modulos based on what each vendor publicly documents, with Acompli shown in the final column.

* "N" means this capability was not publicly confirmed at the time of writing - not proof the vendor lacks it. "Y" means it was publicly documented. Confirm current features directly with each vendor.
CapabilityHolistic AIModulosAcompli
DPIA/PIA assessmentsNNY
RoPA / Article 30NNY
DSAR / privacy rightsNNN
Data mappingNNY
Vendor riskYYY
Privacy riskNNY
AI governanceYYY
Consent managementNNN
Cookie/tracker scanningNNN
Breach/incident managementNNN
Retention managementNNY
Policy/notice managementYYN
Training moduleNNN
Approval workflowsYYY
Audit trailYYY
Role-based access controlYYY
Multi-entity supportNYY
Spreadsheet importNNY
PDF/CSV/Excel exportNYY
Public pricingNNN

10Where each is stronger

Holistic AI vs Modulos: the differences that matter

On the tracked capabilities, Holistic AI and Modulos overlap on most rows; the differences that matter are the capabilities only one of them evidences, plus the depth and focus each brings to them.

  • Only Modulos (not Holistic AI) is evidenced for: Multi-entity support, PDF/CSV/Excel export.
  • Holistic AI: Automated AI discovery and a live inventory - scanning cloud platforms, code repositories, data platforms and SaaS across 20+ integrations to surface shadow AI and track ownership, lifecycle and business purpose.
  • Holistic AI: Deep technical risk testing - 40+ tests for bias, robustness, safety, security and performance, plus red teaming, LLM evaluation and jailbreak-resistance checks.
  • Modulos: A Governance Graph that maps one control across 13+ AI frameworks - EU AI Act, ISO 42001, ISO 23894, NIST AI RMF, ISO 27001, DORA, NIS2.
  • Modulos: Monetary AI-risk quantification - from risk matrices to Monte Carlo with VaR/CVaR - so boards and audit committees see AI risk in EUR/CHF/USD rather than red/amber/green heatmaps.

11Customer due diligence

Questions customers should ask before choosing Holistic AI or Modulos

A useful comparison should move beyond a product page checklist. Customers should ask each supplier to prove the same live workflow, with the same assumptions, so the difference between platform breadth and usable evidence becomes visible.

Run one real workflow

Ask Holistic AI and Modulos to process the same example: new activity, assessment, RoPA update, supplier evidence, risk record, review and export.

Check evidence provenance

Confirm whether each important field in Holistic AI and Modulos has a source, owner, review date and change history, not just a completed form.

Validate exports

Ask both vendors for a regulator-readable export for one legal entity, including controller and processor records where relevant.

Confirm commercial scope

Verify which modules, integrations, service hours, data residency options and support commitments are included in the quoted Holistic AI or Modulos package.

12Shortlisting notes

Choosing between Holistic AI and Modulos

Assess Holistic AI and Modulos against the workflow you actually need to run - RoPA, DPIA, vendor and risk records - and how defensibly each exports its evidence.

  • Shortlist Holistic AI when the main problem is surfacing shadow AI and proving AI systems are safe, unbiased and compliant through continuous technical testing.
  • Shortlist Modulos when the main problem is governing AI systems across the EU AI Act, ISO 42001 and NIST AI RMF with quantified risk and production-runtime evidence.
  • Ask Holistic AI and Modulos to run one real scenario end to end - a new processing activity, its assessment, the RoPA update, supplier evidence, the privacy risk and an exportable audit trail - rather than a feature-by-feature demo.

13Ireland & UK

Holistic AI vs Modulos: Article 30 records for Irish and UK teams

Both Holistic AI and Modulos are weighed by Irish and UK privacy teams against the same fixed obligation: a record of processing activities under GDPR Article 30 - a controller record under Article 30(1) and a separate processor record under Article 30(2). In Ireland the Data Protection Commission (DPC) publishes Article 30 guidance; in the UK the ICO sets out what UK GDPR requires.

Whichever of Holistic AI or Modulos an Irish or UK team weighs, the questions are the same: how deep is the Article 30 record, is EU and UK GDPR distinguished on one register, and can each legal entity produce a self-contained export its own supervisory authority can read?

Article 30 checkHolistic AIModulosWhy customers care
Controller recordAsk Holistic AI to show the Article 30(1) controller fields for one processing activity, including purposes, categories, recipients, transfers, retention and security measures.Ask Modulos to show the Article 30(1) controller fields for one processing activity, including purposes, categories, recipients, transfers, retention and security measures.A controller record must stand on its own when a regulator or auditor asks for it.
Processor recordAsk Holistic AI to show Article 30(2) processor records separately from controller records, scoped to the controller on whose behalf processing is carried out.Ask Modulos to show Article 30(2) processor records separately from controller records, scoped to the controller on whose behalf processing is carried out.Many tools capture controller records more clearly than processor records; customers should verify both.
Ireland and UK fitAsk Holistic AI how EU GDPR and UK GDPR records are separated or tagged for Irish and UK entities.Ask Modulos how EU GDPR and UK GDPR records are separated or tagged for Irish and UK entities.Irish DPC and UK ICO expectations are close, but entity scope, local law references and export format still matter.
Standalone exportAsk Holistic AI for a complete export that a legal entity could provide without giving the regulator product access.Ask Modulos for a complete export that a legal entity could provide without giving the regulator product access.A defensible record should be readable outside the platform, with enough context to explain the processing activity.
  • Article 30(1) and 30(2) - does each of Holistic AI and Modulos model controller and processor records separately, scoped by legal entity?
  • DPC (Ireland) and ICO (UK) - is EU and UK GDPR distinguished on one register for Holistic AI or Modulos?
  • Export - can Holistic AI or Modulos let each legal entity produce a self-contained record its own supervisory authority can read?

Comparison FAQ

Holistic AI vs Modulos questions answered

What should customers compare first between Holistic AI and Modulos?

Start with the operating lane. Holistic AI is positioned as Enterprise AI-governance platform for AI discovery, inventory, technical risk testing, monitoring and enforcement, aligned to the EU AI Act, NIST AI RMF and ISO 42001. Modulos is positioned as Dedicated AI-governance (GRC) platform for the EU AI Act, ISO 42001 and NIST AI RMF, with multi-framework control mapping and quantified AI risk. Modulos has broader public-documentation coverage in this comparison (8 of 20 tracked rows, compared with 6 for Holistic AI). Then test the specific workflows your team will run, rather than treating the highest feature count as the answer.

Where do Holistic AI and Modulos overlap?

The public documentation overlaps on Vendor risk; AI governance; Policy/notice management; Approval workflows; Audit trail; Role-based access control. Where both vendors evidence a row, customers should compare depth, workflow quality, integrations, reviewer control, export format and implementation effort.

Where does Holistic AI look different from Modulos?

Holistic AI does not show a unique tracked capability against Modulos in this review. If Holistic AI remains on the shortlist, the buyer should compare depth, implementation support, integrations, contractual scope and price rather than relying on feature presence alone.

Where does Modulos look different from Holistic AI?

Modulos is publicly evidenced for Multi-entity support; PDF/CSV/Excel export, while Holistic AI is not publicly confirmed for those rows in this review. That does not prove Holistic AI lacks them; it means the buyer should ask Holistic AI to demonstrate the capability if it matters.

How should procurement validate a Holistic AI vs Modulos decision?

Ask both suppliers to run the same scenario: create or update one processing activity, complete the relevant assessment, show how the RoPA or risk record changes, attach supplier evidence, route human approval, and export the final evidence pack. Then confirm pricing, implementation services, data residency, integrations and support terms directly with each vendor.

Does an N in the Holistic AI vs Modulos table mean a vendor lacks that feature?

No. N means the capability was not publicly confirmed in the reviewed material, not proof the supplier cannot provide it. It is a buyer prompt: ask the vendor to show the capability live and confirm whether it is included in the quoted plan or requires another module, service package or integration.

Acompli answers

Acompli: the focused alternative to both

Holistic AI vs Modulos: which is better?

Neither is universally better - Holistic AI is publicly documented for 6 of 20 tracked capabilities, Modulos for 8. The clearest difference: Modulos adds Multi-entity support, PDF/CSV/Excel export, which Holistic AI doesn't publicly document. Which one fits depends on whether your team needs the capabilities only one of them evidences.

Is Acompli a good alternative to Holistic AI and Modulos?

Acompli is a focused alternative to both when the priority is DPIA/PIA assessments, RoPA / Article 30, Data mapping, with human approval and a self-contained per-entity export for the DPC or ICO, rather than the broader feature set either Holistic AI or Modulos offers.

Do Holistic AI and Modulos both support GDPR Article 30 RoPA?

Neither Holistic AI nor Modulos is publicly documented for RoPA / Article 30 in the sources reviewed for this comparison. Acompli supports RoPA with every field traceable to its source assessment and a per-entity export for the DPC or ICO.

Could Holistic AI or Modulos be the better choice instead of Acompli?

Yes, for the right buyer. Holistic AI may be the better fit when the main problem is surfacing shadow AI and proving AI systems are safe, unbiased and compliant through continuous technical testing. Modulos may be the better fit when the main problem is governing AI systems across the EU AI Act, ISO 42001 and NIST AI RMF with quantified risk and production-runtime evidence. Acompli is the narrower choice when a defensible, assessment-fed GDPR and AI-governance record matters more than either platform's broader feature set.

Compare Holistic AI and Modulos against a real workflow.

Bring one RoPA, DPIA, vendor, risk or AI-governance requirement and map which parts Holistic AI covers, which Modulos covers, and where each option fits.