Adeptiv AI raises $100K in Angel Funding to accelerate effortless enterprise AI Governance for businesses.

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2026 Platform Comparison

Adeptiv AI vs OneTrust

Two different paths to AI governance.

Which architecture fits your organization?

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Explore Platform
AI-Native Platform

Adeptiv AI

AI-native governance purpose-built for BFSI & healthcare — not a GRC add-on.

AI Discovery & Inventory
38+ Regulations
30+ Real-Time Metrics
BFSI & Healthcare
Enterprise GRC Platform

OneTrust

Broadened GRC platform with deep privacy heritage and Fortune 500 relationships.

Privacy & Consent
Vendor Risk
GDPR & DORA
ESG Governance
Global AI Regulations covered by Adeptiv AI
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Real-time production monitoring metrics
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Trust domains covered by OneTrust
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Distinct governance architectures compared
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Feature-by-feature comparison

Evaluated across eight critical AI governance dimensions for enterprise buyers.

Capability Adeptiv AI OneTrust Advantage
AI Inventory & Discovery Living governance record connected to real-time monitoring; tracks systems through full lifecycle Use case registration & intake workflows; integrates with privacy records and vendor data Context-dependent
Regulatory Coverage 38+ global AI regulations with automated multi-framework compliance mapping Primary international frameworks + privacy (GDPR, CCPA, DORA, EU AI Act) ✦ Adeptiv AI
Real-Time Monitoring 30+ metrics tracking production AI — model drift, performance degradation, risk signals Policy enforcement layer — monitors AI behavior against defined policies (not raw observability) ✦ Adeptiv AI
Privacy + AI Integration AI governance specialist; no comprehensive privacy or consent management Unified platform spanning AI governance, consent, data use, and privacy automation ✦ OneTrust
Third-Party / Vendor Risk AI governance focus; limited vendor AI risk management capabilities Mature third-party risk management integrated with AI governance module ✦ OneTrust
BFSI Operational Governance Credit risk AI, investment advisory copilots, EU AI Act Annex III — purpose-built use cases General enterprise fit; DORA coverage for EU financial services ✦ Adeptiv AI
Platform Consolidation Specialist AI governance; single-domain depth Privacy + AI + vendor risk + ESG + consent under one vendor relationship ✦ OneTrust
Enterprise Workflow Automation Automated AI lifecycle: discovery → inventory → risk → compliance → monitoring feedback loop Enterprise-mature automation; established integrations with procurement, legal, IT Context-dependent

Where the two platforms diverge most

The fit depends on whether your challenge is operational monitoring or trust management consolidation.

AI Inventory Philosophy

Adeptiv AI’s inventory is natively connected to real-time monitoring — system performance data flows back to the governance record, creating a living audit trail. OneTrust’s inventory connects to its broader trust platform, integrating with privacy records and vendor relationships.

Runtime Governance Model

This is where the architectures diverge most sharply. Adeptiv AI’s 30+ metric real-time monitoring is a technical operational observability layer detecting model drift and production risk signals. OneTrust’s runtime governance is a policy enforcement mechanism monitoring behavior against defined policies. Different jobs. Different buyers.

 

Privacy + AI Intersection

For AI systems processing personal data — virtually all enterprise GenAI deployments — OneTrust’s integrated handling of both AI governance and data privacy obligations under a single platform removes coordination overhead that Adeptiv AI cannot address. A genuine capability gap worth evaluating honestly.

 

BFSI Operational Depth

Adeptiv AI’s purpose-built infrastructure for credit risk AI, investment advisory copilots, and EU AI Act Annex III classification gives regulated financial institutions a governance layer aligned with operational model risk management — a depth OneTrust’s general enterprise fit does not match.

 

Which platform is better for your situation?

The fit depends on whether your challenge is operational monitoring or trust management consolidation.

Choose Adeptiv AI
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Continuous real-time AI monitoring30+ metric production observability, model drift detection, and risk signal detection embedded in the governance platform.

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Multi-jurisdictional AI compliance38+ regulations for multinationals managing compliance across diverse regulatory environments beyond primary EU/US frameworks.

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BFSI operational AI governanceCredit risk AI, investment advisory copilots, EU AI Act Annex III classification; integrated with operational model risk management.

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Building from scratchUpgrading from spreadsheet-based AI governance to an operational platform purpose-built for the AI lifecycle.

Choose OneTrust
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Extending an existing OneTrust privacy programConsolidation matters more than AI-specific governance depth; procurement simplicity is real operational value.

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Comprehensive trust platform consolidationPrivacy, AI governance, third-party risk, consent management, and ESG governance under a single vendor relationship.

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Significant vendor AI risk exposureMature third-party risk management combined with AI governance provides integrated vendor + AI system oversight.

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AI governance within a broader risk programWhere managing AI governance within an existing privacy and enterprise risk program is the strategic priority.

AI Adoption Is Outpacing AI Governance.

AI governance is not a tool implementation. It's an organisational transformation.

We combine the most comprehensive AI governance platform with the expert implementation, training, and continuous programme support that make governance actually work inside your organisation.

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Enterprise buyer questions

Common questions from organizations evaluating both platforms.

Not for most organizations. These platforms are not competing for the same governance job. OneTrust is a comprehensive trust and compliance platform; Adeptiv AI is an AI governance specialist. If your primary challenge is AI lifecycle governance and production monitoring, Adeptiv AI is more directly applicable. If your challenge is managing AI governance within a broader privacy and risk program, OneTrust may provide more integration value.
Yes. Adeptiv AI covers the EU AI Act, including Annex III high-risk classification relevant to BFSI use cases, alongside 38+ other global AI regulations including ISO 42001, NIST AI RMF, and OECD AI Principles. Compliance mapping is automated across multiple frameworks simultaneously.
No. Adeptiv AI is focused specifically on AI governance and does not provide consent management, privacy automation, or data subject rights capabilities. Organizations with significant data privacy obligations should evaluate whether they need specialist tools for each domain or a consolidated platform like OneTrust.
Adeptiv AI's real-time monitoring tracks deployed AI systems across 30+ observability metrics in production — detecting model drift, performance degradation, and risk signals as they occur, not during periodic audits. For regulated industries where AI systems affect credit decisions, patient outcomes, or fraud determinations, this provides the continuous oversight that regulators increasingly require.
Both platforms support audit readiness through different mechanisms. Adeptiv AI's audit trail is operational — real-time monitoring data, lifecycle documentation, and compliance status all flow into a connected governance record. OneTrust's audit readiness draws on its enterprise maturity and established integrations with legal, procurement, and IT governance processes.
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