RATE AI

One view of your AI. One evidence trail. One route to action

RATE AI connects the global AI Census, independent ratings, decision traceability, regulatory intelligence and coordinated risk response into one operating layer for high-stakes AI decisions.

See how it worksDiscuss a mandate
One mandate · four ways RATE AI helps
RatingKnow where you standIndependent position on exposure, demonstrated control capacity and comparative standing.
Independent ReviewKnow what can be defendedEvidence, decision traceability and independent scrutiny around consequential decisions.
Continuous IntelligenceKnow when the position changesDeployment, regulation, enforcement, incidents, dependencies and material change kept live.
Strategic IntegratorKnow what to do nextOne control point for the specialist response, from legal and cyber to TEVV, clinical and sector assurance.
Built for high-stakes decision makers

Different mandates. One intelligence layer

The same RATE AI infrastructure answers different questions for technology companies, life sciences, capital, legal teams, governments and international institutions.

Apple Park, Cupertino
Big Tech & enterprise AIAI estate mandate
For leaders managing AI across products, functions and marketsA single view of exposure, governance capacity and decision priorities across the AI estate.
CEO · CRO · GC · CCO
Big Tech & enterprise AI

One view across thousands of systems and jurisdictions

Prioritise the systems that matter, prove control, preserve decision trails and see where regulatory or dependency pressure is accumulating across the AI estate.

Regulatory & assurance lens: EU AI Act where applicable · GDPR · DSA/platform rules · consumer/product/sector duties. Anticipates: ISO/IEC 42001 · NIST AI RMF · emerging national regimes and supply-chain assurance.

Rating

System · product · business unit · company · AI estate
Shows where exposure sits, how governance capacity compares and which parts of the organisation carry the position.

Independent Review

Deployment · acquisition · scale decision · governance decision
Brings an independent evidence-based judgement to the decision and identifies the issues that deserve action and board attention.

Continuous Intelligence

AI estate · jurisdictions · regulation · incidents · dependencies
Tracks the signals that can change the organisation’s position and surfaces material movement early.

Strategic Integrator

Legal · TEVV · cyber · data · product · market teams
Turns cross-functional gaps into one coordinated remediation and evidence program while preserving the independence of the rating.
New York Stock Exchange at night
Venture & private capitalDiligence mandate
For capital decisions shaped by AI exposureUseful before entry, during ownership and ahead of exit, when AI exposure can alter the investment case.
IC · Portfolio team · Risk · Diligence
Venture · private equity · institutional capital

Know the AI risk you are buying

See hidden liability, governance fragility, regulatory cliffs, shared dependencies and remediation needs before entry, during ownership and ahead of exit.

Rating

Target · holding · portfolio · dependency cluster
Shows the AI exposure being acquired or held, where concentration sits and how the position compares.

Independent Review

Investment · credit · insurance · transaction · exit decision
Provides an independent review of the evidence behind the decision and highlights the factors that can change the investment case.

Continuous Intelligence

Target · holding · portfolio · market and regulatory environment
Follows incidents, dependencies, enforcement and regulatory movement across ownership and signals when the position changes.

Strategic Integrator

Post-close remediation · pre-exit readiness · specialist diligence
Coordinates the work required to protect value, close evidence gaps and prepare the asset for the next diligence event.
Laboratory interior
Big Pharma & MedTechLifecycle mandate
For AI that must survive scientific, clinical and regulatory scrutinyOne view from validation evidence through deployment, monitoring, change and remediation.
R&D · Medical · Regulatory · Quality
Source: Photographer State / Wikimedia CommonsSource: KasugaHuang / Wikimedia Commons
Big Pharma & MedTech

Keep the evidence connected across the product lifecycle

Connect system/model version, validation evidence, clinical or operational use, human decision, change control, post-market signals and remediation in one defensible record.

Regulatory & assurance lens: EU AI Act where applicable · MDR/IVDR · clinical/product safety · data protection · vigilance and quality obligations. Anticipates: lifecycle AI assurance, change-control scrutiny, ISO/NIST alignment and evolving medical-AI expectations.

Rating

Product · system · portfolio · supplier dependency
Shows where consequence exposure, control capacity and evidence strength differ across the AI-enabled product estate.

Independent Review

Case · model version · AI output · clinical/operational action
Builds the decision trace and tests whether validation, change and clinical/operational evidence can withstand scrutiny.

Continuous Intelligence

Product lifecycle · safety · incidents · regulation · change
Keeps post-market signals, regulatory change and material system updates connected to the assurance position.

Strategic Integrator

Regulatory · quality · clinical · TEVV · cyber · legal
Coordinates the specialist response around the same preserved evidence when a gap, incident or change requires action.
United States Supreme Court at dusk
Legal & professional servicesMatter mandate
For matters that require a strong evidence spineUseful in disputes, transactions, investigations, governance reviews and sensitive client advice.
Partner · Counsel · Audit · Advisory
Law firms & professional services

Reconstruct the evidence before scrutiny begins

Give matters a defensible evidence spine for regulatory review, litigation, transactions, investigations and sensitive board advice.

Regulatory & assurance lens: the AI, data, product, employment, consumer, public-law and sector regimes relevant to the matter. Anticipates: enforcement posture, evidentiary expectations, auditability and future litigation/diligence questions.

Rating

System · entity · transaction · client exposure
Provides a clear independent position that can be carried into advice, diligence, governance and review.

Independent Review

Matter · evidence set · transaction · decision process
Reviews the evidence, timing and decision chain and produces an independent, traceable basis for scrutiny and professional judgement.

Continuous Intelligence

Matter · client · jurisdiction · legal and supervisory signals
Keeps the relevant evidence environment live while the matter develops and surfaces changes that can alter the advice or strategy.

Strategic Integrator

Technical facts · forensic evidence · cyber · specialist assurance
Integrates the factual and technical experts the matter requires, under counsel-led privilege structures where appropriate.
European Parliament hemicycle, Brussels
Public authorities & international organizationsSupervisory mandate
For institutions responsible for systems, sectors and the wider supervised fieldUseful for supervisory, policy and international mandates that require a live view of deployment, legal change and enforcement.
Regulator · Ministry · IO · Supervisor
Governments & international organizations

A common intelligence layer across systems and jurisdictions

Compare deployment and exposure, strengthen procurement and public accountability, and keep policy, regulation and enforcement connected to the systems operating on the ground.

Regulatory & assurance lens: public-sector AI duties, procurement, fundamental-rights, sector and supervisory regimes. Anticipates: Council of Europe implementation, OECD/UNESCO alignment, standards adoption and cross-border governance convergence.

Rating

System · entity · sector · industry · jurisdiction · supervised population
Shows where exposure concentrates, which entities or sectors diverge and how positions compare across the supervised field.

Independent Review

Public deployment · supervisory decision · policy decision · impact evidence
Provides an independent review of the evidence and decision basis, with the issues requiring institutional attention made clear.

Continuous Intelligence

Systems · sectors · jurisdictions · legislation · enforcement · jurisprudence
Maintains a live comparative view of deployment, legal change and enforcement and signals emerging supervisory pressure.

Strategic Integrator

Capacity building · technical assurance · legal/rights expertise · implementation
Coordinates multidisciplinary implementation or capacity-building programs while preserving the independence of public ratings.
Confidential executive briefings

What RATE AI already sees about your position can start the conversation.

RATE AI can narrow its global evidence infrastructure to a specific entity, portfolio, sector or jurisdiction and surface material signals before a full mandate begins. The briefing is prepared for private institutional use by boards, regulators, investment committees and senior legal teams.

Relative position

See the distance to peers

Where the evidence is stronger, where it stops and which comparative position can be supported today.

Material movement

See what changed first

Provider, product, enforcement, legal and evidence changes that can alter the previously observed position.

Decision pressure

See what may become expensive

Signals that can change procurement, supervision, litigation, investment or market-entry decisions before the pressure is obvious.

Discuss a confidential briefing →

Before risk becomes expensive

RATE AI is most valuable when the organisation must commit capital, deploy a system, defend a past decision, prepare for scrutiny or coordinate action across fragmented teams and jurisdictions.

Before commitment

Establish the baseline before the organisation becomes locked into the decision.

RATE AI can combine an independent rating with system-level exposure, foreseeable societal effects, jurisdictional conditions, dependencies and a benchmark against comparable systems. The result is a documented starting position for deployment, procurement, investment or governance approval.

While conditions move

Keep a standing view across changes that can alter exposure before a formal review arrives.

Sentinel follows deployment changes, incidents, enforcement, jurisprudence, supervisory statements, dependencies and proposals or legislation still under debate. Material changes are surfaced in context, with the jurisdiction and timing that make them decision-relevant.

Under scrutiny

Preserve the evidence, timing, responsibility and intervention points behind the decision.

RATE AI can pace the decision chain while it is being built, reconstruct it when review is required, or independently review the documented process as an external witness. The organisation leaves with a traceable record that can travel into audit, regulatory review, due diligence, board review and verification.

Across an estate

See concentration and divergence that disappear when each system is reviewed in isolation.

RATE AI can map enterprise, portfolio or jurisdictional exposure, benchmark comparable entities, identify shared providers and dependencies, stress-test changes in law or deployment conditions, and show where local differences become group-wide or systemic concerns.

One intelligence architecture. Four ways to use it

Each mandate follows the same discipline: define the decision, assess the evidence, connect the relevant regulatory and assurance requirements, anticipate what is coming next and show the route to action.

Rating

Know where you stand

Independent position. Comparable language.

System, company, portfolio, sector, industry, jurisdiction and global views with the drivers and evidence still visible.

Responds to applicable AI, data, platform, product, sector and public-law obligations.
Anticipates standards, supervisory expectations and emerging cross-border regimes.
Output → rating · benchmark · passport · priority map
Independent Review

Know what can be defended

Decision traceability. Evidence readiness.

Build or reconstruct the chain between system state, evidence, human intervention, final decision, review and remediation.

Responds to logging, documentation, human oversight, explanation, recordkeeping and review duties where applicable.
Anticipates future audit, litigation, diligence and regulatory scrutiny.
Output → traceability map · review file · witness record
Continuous Intelligence

Know when the position changes

Regulatory horizon. Material-change surveillance.

Track deployment, incidents, enforcement, case law, model/provider changes, dependencies and implementation windows.

Responds to lifecycle, monitoring, incident and change obligations where applicable.
Anticipates proposals, standards, guidance and supervisory convergence before they become decision pressure.
Output → alerts · horizon · watchlist · rerating trigger
Strategic Integrator

Know what to do next

One-stop shop. One governance interface.

RATE AI translates findings into coordinated legal, technical, cyber, data, clinical, audit and sector workstreams.

Responds to the actual remediation requirements identified by the independent assessment.
Anticipates the evidence the client will later need to prove implementation.
Output → integrated response plan · specialist orchestration · evidence integration

One rating. Two disclosure models

The same rating logic can be published where transparency is useful or held confidential where internal judgement and decision readiness matter more.

AAA12 bandsD
From strong governance capacity and lower exposure at the top of the scale to acute exposure, constrained autonomy and material decision pressure at the bottom.
Disclosure model · public

Public

Published RATE AI ratings with visible analytical drivers, rating rationale and supporting evidence. Designed for comparability, transparency and market or institutional visibility.

Global levelJurisdiction levelIndustry levelSector level
Disclosure model · private

Private

Confidential ratings prepared for internal decision-making, governance, oversight, audit readiness and strategic review for private institutional use.

System levelCorporate levelPortfolio levelComprehensive Review
LevelWhat is publicWhat a commissioned mandate adds
GlobalComparative global signal, methodology, principal drivers and high-level evidence.Custom universe, regional/sector decomposition, systemic dependencies, regulatory divergence, scenario analysis, evidence annex and decision priorities.
JurisdictionJurisdiction rating, comparative position and public drivers.System/entity drill-down, national and subnational clocks, enforcement posture, institutional capacity, peer jurisdictions, policy scenarios and priority map.
IndustryIndustry-level comparative exposure and public analytical drivers.Company and value-chain decomposition, provider/model concentration, regulatory horizon, peer set, material outliers and strategic scenarios.
SectorSector rating, including public and private deployment where relevant.System/deployer decomposition, consequence and human-reach analysis, dependency clusters, supervisory priorities, evidence gaps and action triggers.
A commissioned mandate adds deeper decomposition, tailored intelligence, evidence, scenarios and action while the rating remains independently determined.

If the question comes three years later, can you still prove the decision?

RATE AI builds or reconstructs the evidence chain behind consequential AI-supported decisions: system and model state, inputs, AI output, human intervention, final outcome, explanation, review and remediation.

Build the trail

RATE AI structures the record while a decision is being made, fixing evidence, system state, timing, responsibility and intervention points before they disappear.

Reconstruct the trail

Where a decision already exists, RATE AI reconstructs what can be proven and identifies the missing links before a regulator, court, buyer or board asks.

Independent review of the decision record, grounded in preserved evidence, provenance and review trail.

Know what changes before it changes the decision

RATE AI maintains a live analytical watch around the systems, jurisdictions and dependencies that matter to the mandate: deployment changes, incidents, enforcement, case law, emerging obligations and the evidence gaps most likely to matter under future scrutiny.

SystemsDeploymentRoll-out, use context, scale and material changes in deployment.
Rules in motionDrafts & proposalsLegislation under debate, proposed rules and implementation windows.
InstitutionsEnforcementDecisions, competent authorities, supervisory posture and enforcement patterns.
EventsIncidentsObserved failures, harms, disputes and emerging escalation signals.
Law in practiceJurisprudenceJudicial interpretation and the practical effect of evolving legal positions.
Systemic exposureDependenciesShared models, providers, infrastructure and cross-border concentration.
Global jurisdictional coverage
One deployment. Different clocks.RATE AI reads timing, enforcement and institutional capacity across supranational, national and subnational levels at the same time.
12369
Supranational
Rulemaking · alignment

Frameworks, proposals, implementation windows and cross-border coordination move on their own institutional clock.

12369
National
Enforcement · case law

Supervisory posture, national guidance, jurisprudence and enforcement can accelerate or lag the common framework.

12369
Subnational
Legislation · implementation

Federal states and other subnational jurisdictions can develop their own legislative initiatives, implementation rules, oversight practices and institutional capacity, all of which shape the real deployment environment.

One control point for the response

When RATE AI identifies a material gap, RATE AI provides one control point for the response: structuring the work, selecting or integrating the required specialists, connecting every workstream to the same evidence and returning the completed implementation record for independent reassessment.

Clients may use RATE AI's specialist network, their own advisers, or a mixed team.

Define the gapTranslate the rating, review or intelligence signal into a precise remediation requirement.
Select the expertiseLegal · TEVV · cyber · data/privacy · clinical · quality · audit · sector specialists.
Coordinate the workSequence owners, dependencies, privilege, assurance requirements and completion criteria.
Integrate the evidenceTurn implementation into a durable, connected evidence record across all specialist workstreams.
Return for independent re-ratingThe Ratings & Intelligence side reassesses the position from the updated evidence.
Independence firewallRating authority remains with the independent Ratings & Intelligence function. Strategic Integrator Services coordinate remediation and evidence; rating changes arise only from independent reassessment.

Position. Proof. Foresight. Action

An AI estate viewSystems, models, providers, jurisdictions and dependencies connected in one evidence-backed map.
An independent positionRatings and exposure drivers that show where attention and capital should go first.
A decision traceEvidence, system state, human intervention, outcome and review preserved or reconstructed.
An integrated responseOne governance interface for the legal, technical, cyber, data, clinical, audit or sector expertise required to act.

Bring us the AI estate, the decision or the risk

Tell us what is in scope: a system, a product, a portfolio, a transaction, a public deployment or a decision that may later need to be defended.

Request a confidential discussionView ratings