Illustration visual for the KPC unified approach section

Data · data governance

Governing AI means first governing your data.

AI, Data, Process,
built together.

You are all concerned: your challenge is to integrate AI into your operations.
Fifteen years of data projects in production, six governance offerings, a maturity diagnostic in 2 to 3 weeks to determine where to start.
AI Act compliance is one of the triggers, to avoid having to redo everything later.

Data and processes are still too often treated separately.
We have been connecting them for 15 years.
It’s our craft, and it has become our strength in the age of AI.

KPC key performance indicator

15+ years

of data and governance projects in production

KPC key performance indicator

6 offerings

from diagnostic to acculturation, combinable

KPC key performance indicator

2 to 3 weeks

to benchmark your maturity with the flash diagnostic

KPC key performance indicator

DataGalaxy Platinum

certification level 2025-26

KPC key performance indicator

15+ years

of data and governance projects in production

KPC key performance indicator

6 offerings

from diagnostic to acculturation, combinable

KPC key performance indicator

2 to 3 weeks

to benchmark your maturity with the flash diagnostic

KPC key performance indicator

DataGalaxy Platinum

certification level 2025-26

Speak to a Data Governance expert

Who it applies to

This applies to everyone.

Every sector is integrating AI into operations, with varying triggers. AI literacy has been mandatory for all deployers since February 2025. Annex III of the AI Act specifically targets high-risk use cases. Some sectors are regulated earlier and more heavily than others. The common thread: it's better to start within a compliance framework than to redo everything later.

Insurance & social protection

Scoring, pricing, anti-fraud, under Solvency II and DORA. AI Act intersects with actuarial requirements.

Objective: 100% of scoring models inventoried and classified in 8 weeks

Visual separator between Approach cards
Visual separator between Approach cards
Visual separator between Approach cards

Banking & financial services

Credit decisions, ratings, compliance, under BCBS 239 and DORA. Quality and traceability are already obligations — AI extends them to models.

Objective: 100% data-model lineage on critical models

Visual separator between Approach cards
Visual separator between Approach cards
Visual separator between Approach cards

Industry &
defense

Predictive maintenance, industrial vision, critical systems. Annex I (CE-marked products): deadline August 2028, but engineering cycles are long.

Goal: AI technical file ready 6 months before the CE deadline

Visual separator between Approach cards
Visual separator between Approach cards
Visual separator between Approach cards

Organizations & Human Resources

Recruitment, evaluation, AI-assisted talent management. Explicitly high-risk use cases, including on third-party SaaS.

Objective: 100% of HR tools data-qualified (bias + DPIA) before deployment

Visual separator between Approach cards
Visual separator between Approach cards
Visual separator between Approach cards

Data lays the foundation for an auditable system: quality, lineage, catalog, sensitivity. The process provides the organization that makes compliance sustainable: roles, bodies, use case arbitration. AI is combined with each building block.

KPC s’est construit en région, agence par agence, pour rester proche de ses clients sur le terrain.
La même volonté anime le groupe : manager, directeur, responsable, jusqu’au fondateur, tous restent accessibles.

Matthieu Augier

Data Governance Practice Director, KPC

Manager & Consultant, KPC Paris

Background visual illustrating KPC's regional proximity

Our method

Consulting, integration, acculturation:
the KPC method, applied to governance.

KARAJAN.IA, where all of

KPC’s know-how converges.

Three phases you'll find across all our expertise areas. Each can be contracted separately.

Advice

2 to 3 weeks

Flash maturity assessment and roadmap for upcoming projects.

A role catches your eye! You want to join us?

Integration

2 to 4 months

Governance framework, data readiness, integrated compliance.

Acculturation

Ongoing

Committee facilitation, operating model, AI literacy, KPI tracking.

Our data governance offerings

OUR method

Six offers, from diagnostics to acculturation.

KARAJAN.IA, where all of

KPC’s know-how converges.

Depending on your context, you can start with any of them.
Each offering deploys on its own or combined with others, at the pace of your maturity.

01.

Business audit of Data maturity

Assessment of knowledge, analysis of tools, organizations, and skills, areas for improvement, and benchmarks.

02.

Mapping of AI systems

Inventory and classify your AI systems, including those embedded in your SaaS, in light of the AI Act.

03.

AI Governance Framework

Roles, bodies, policies, extended RACI: the organization that arbitrates use cases and sustains over time.

04.

Data readiness for AI

Quality, lineage, catalog, sensitivity, including MDM: the data foundations required by Article 10 for auditable models.

05.

Built-in compliance

The AI Act, GDPR, and sector-specific regulations brought together in a single compliance framework, consistent from one system to another.

06.

Acculturation & AI literacy

Awareness and training courses: the AI literacy obligation applies to all deployers since February 2025.

How we start together

Not sure where to start?
The flash diagnostic charts the path.

The flash diagnostic benchmarks your maturity in 2 to 3 weeks and tells you which offerings to activate first.
The deliverable is a prioritized roadmap for your next workstreams — not a technical map of your systems.

S1.

Scoping & collection

Stakeholder interviews, inventory of AI systems and critical data sources.

S2.

Evaluation

Multi-axis grid: quality, lineage, documentation, ownership, sensitivity, compliance, adoption.

S3.

Restitution

Maturity radar, prioritized risks, sequenced roadmap with quick wins and indicative budget.

Deliverables (2 to 3 weeks):

We don't just design. For every data solution, we also handle the run: continuous monitoring, sustained quality, and long-term cost optimization. You don't have to choose between building well and operating for the long haul.

Deliverables (2 to 3 weeks):

  • 7-axis maturity radar, initial AI systems registry, prioritized roadmap of upcoming projects, executive summary for the COMEX.

Illustration visual for the KPC unified approach section
Illustration visual for the KPC unified approach section
Illustration visual for the KPC unified approach section
Illustration for the KPC process solutions section

Our platform

Enable AI on your governed data.

AI at the heart of your processes, a new capacity for action.

In line with our conviction, KAIYAN equips AI and connects it to your data and processes. This is a transverse building block across all our areas of expertise.

Mastering the platforms is essential. AI changes the scale: our teams deliver faster, users get better support, and new agents can intervene directly in processes to automate tasks and accelerate execution, under business control.

Our AI agent platform equips our consultants: use case mockups on your data, maturity score, agents in finance and governance processes.
One of our experts remains in the loop, AI at the service of requirement, never replacing judgment.

Mastered and governed data feeds an AI that reasons correctly.
This is KARAJAN.IA’s principle at KPC: Karajan data serving reliable agents, never the other way around.

▸ 100% of our consultants are augmented: each represents the entire firm, without hand-offs.

▸ Tooled and traceable methods, the same rigor from one mission to another.

▸ AI Act compliance addressed with our Data and AI Governance offer.

▸ 100% of our consultants are augmented: each represents the entire firm, without hand-offs.

▸ Tooled and traceable methods, the same rigor from one mission to another.

▸ AI Act compliance addressed with our Data and AI Governance offer.

Mastered and governed data feeds an AI that reasons correctly.
This is KARAJAN.IA’s principle at KPC: Karajan data serving reliable agents, never the other way around.

Learn more about our method

→

What we've actually done

Data governance,
on real cases.

KARAJAN.IA, where all of

KPC’s know-how converges.

Few measured AI figures exist yet — the topic is too recent. What we showcase is the data governance that AI will be built on.

Public sector

Aldes

National Family Allowance Fund (CNAF)

AI governance already underway: Data Office & AI support formalized by late 2025, in continuity with a multi-phase data governance initiative.

Produce faster and cheaper, plan to the minute across the whole line.

Separator visual between finance and supply chain use cases
Separator visual between finance and supply chain use cases

Insurance

Toyota Financial Services

APICIL

Data catalog, our most recent insurance reference. S2 (QRT) use cases deployed, extended to other data.

Respond faster without losing quality, and anticipate what your customers will ask.

Separation visual between customer relations and production use cases
Separation visual between customer relations and production use cases

Social housing

Hospitality

DomoFrance

Data governance and quality within a business information system.

Make the forecast more reliable and free up cash. It is the most frequent entry door.

Visual separator for the AI requirements section
Visual separator for the AI requirements section

Health

Aerospace

LFB

Data governance in a highly regulated biopharmaceuticals environment.

Hold the supply chain, align industrial and commercial plans, see disruptions coming before they cost.

Discover our case studies

Illustration of the KPC approach to deploying AI at the heart of business challenges

Our ecosystem

Agnostic about the offer, committed to our partnerships.

Data governance does not depend on a single software vendor. Our certification level reassures your teams without dictating the choice of solution.

We chose to build strong strategic partnerships with the leading technology solutions on the market.

  • OneStream logo
    OneStream logo
  • Salesforce logo
    Salesforce logo
  • Snowflake logo
    Snowflake logo
  • Imagino logo
    Imagino logo
  • Pigment logo
    Pigment logo
  • Imagino logo
    Imagino logo

Learn more about our partners

Illustration visual for the KPC unified approach section

Frequently asked questions

What we are asked before starting.

KARAJAN.IA, where all of

KPC’s know-how converges.

Informative introduction text.

Do you need to already have data governance in place?

No. The flash diagnostic starts from where you are and objectively assesses your maturity in 2 to 3 weeks. It is precisely the starting point for those who are just getting started.

Make the forecast more reliable and free up cash. It is the most frequent entry door.

Are we affected by the AI Act if our AI is hosted in a third-party SaaS?

Yes. An AI system embedded in a market tool remains your responsibility as a deployer, including for HR or scoring use cases.

Make the forecast more reliable and free up cash. It is the most frequent entry door.

How long until concrete results?

The delivery of the flash diagnostic arrives in 3 weeks: maturity radar, prioritized risks, roadmap. The next steps are contracted phase by phase.

Make the forecast more reliable and free up cash. It is the most frequent entry door.

Are you forcing an editor?

No. We are technology-agnostic. Our certifications are a reassurance, not a commercial push toward a specific solution.

Make the forecast more reliable and free up cash. It is the most frequent entry door.

Who is owning this subject internally within our team?

We equip a governance referee and an expanded arbitration committee (AI owner, model steward). Our experts stay until everything runs smoothly without them.

Make the forecast more reliable and free up cash. It is the most frequent entry door.

Which frameworks do you rely on?

DAMA-DMBOK and DCAM, broken down into concrete missions, cross-referenced with GDPR, DORA, Solvency II, and BCBS 239 according to your sector.

Make the forecast more reliable and free up cash. It is the most frequent entry door.

Illustration of performance and progress

A project?

Let us guide you
toward a successful transformation.

A brief conversation with a senior consultant to frame your challenge — whether it's a data strategy to build, a project to de-risk, or an executive committee to bring on board.

Talk to a consultant

Illustration of performance and progress

A project?

Let us guide you
toward a successful transformation.

A brief conversation with a senior consultant to frame your challenge — whether it's a data strategy to build, a project to de-risk, or an executive committee to bring on board.

Talk to a consultant

Illustration of performance and progress

A project?

Let us guide you
toward a successful transformation.

A brief conversation with a senior consultant to frame your challenge — whether it's a data strategy to build, a project to de-risk, or an executive committee to bring on board.

Talk to a consultant