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  3. AI Audit

Strategic AI Audit

Remove uncertainty. Decide with method.
Invest only when it's worth it.

30 minutes · Free · No commitment

Factual, documented

THE REALITY

AI is transforming every sector.
But within organisations, real value creation remains rare.

95%

of AI projects

fail to deliver

Source: MIT — State of AI in Business 2025

88%

of AI pilot projects

never make it into production

Source: IDC / Lenovo

58%

of SME and mid-cap leaders

see AI as a matter of survival within 3-5 years

Source: Bpifrance Le Lab / MEDEF, 2024

50%

of total revenue

concentrated by the 10% of companies using AI

Source: France Num / DGE, 2024

These figures don't mean AI doesn't work.
They mean organisations are investing without a clear method to decide.

The question is no longer "whether to go for it", but how to go for it effectively.

The recurring causes:

No understanding of the real processes
Misreading of information flows
Prioritisation not driven by ROI
Decisions made on demos or gut feeling

OUR METHOD: 4 STEPS, 4 WEEKS
From uncertainty to action.

Our audit is built on an exclusive conceptual framework — the Trinity of Information (Information × Medium × Flow) — which reveals precisely where AI can create value in your organisation.

Sample deliverable — Strategic AI Audit Document
01

Immersion

Understanding your reality

25%

Week 1100% remote (Google Meet)

Zero assumptions, 100% field-based.

We go beyond org charts to understand how your teams actually work. Focused interviews with your key people, complete capture of your operational reality.

02

Diagnosis

Mapping your flows and hidden costs

50%

Week 2Internal analysis

Making the invisible visible.

Duplicate data entry, bottlenecks, wasted time — we put a number on every friction. You discover where your organisation is really losing value.

03

Scenario design

Identifying the ROI opportunities

75%

Week 3Solution design

Costed options, not gadgets.

For each identified friction, we design custom AI solutions with a triple ROI (economic, operational, strategic). Every solution is stress-tested.

04

Decision

Building your prioritised roadmap

100%

Week 4In-person presentation at your premises

A ready-to-use roadmap.

We give you a clear verdict: what's worth it, what's premature, and where to start. A single strategic document with everything you need to decide.

The deliverable includes:

Executive summaryFlow mappingFrictions & costs quantifiedCompared scenariosTriple ROIVerdict & prioritised roadmap

One single document. Everything you need to decide.

CHOOSE YOUR LEVEL OF INVESTIGATION

PACK Express

2 000 excl. VAT

Fast diagnostic to get started

2 people interviewed
2 people interviewed for an express AI diagnostic
Delivered in 2 weeks instead of 4
Condensed strategic document: priority opportunities + first Quick Wins
100% remote debrief
Access to the Codito Ecosystem

PACK Focus

5 000 excl. VAT

In-depth look at a targeted scope

5 people interviewed
5 people interviewed to explore a department or a specific challenge in depth
Multi-angle analysis of a defined scope
Ideal for dissecting a critical function or process
On-site interviews and debrief
Access to the Codito Ecosystem
Recommended

PACK Essentiel

7 500 excl. VAT

Cross-functional view of the organisation

10 people interviewed
10 people interviewed for a broader view
More material, more optimisation scenarios
Coverage of several departments or functions
On-site interviews and debrief
Access to the Codito Ecosystem

PACK Max

10 000 excl. VAT

Complete mapping

15 people interviewed
15 people interviewed for an in-depth analysis
Maximum material, maximum recommendations
Ultra-complete, actionable roadmap
On-site interviews and debrief
Access to the Codito Ecosystem

CASE STUDY: AMOURDEDIEU GROUPE

100 employees · civil works, landscaping, land reclamation · 15 simultaneous sites · €109,000 in hidden costs identified

Key results

109 k€
in hidden costs revealed / year
2 months
to break even on scenario 1
14
friction points mapped
16
solutions costed across 3 scenarios
→CEO Julien Ollier chose to move straight into the development phase.
Codito Signature

TRIPLE ROI

Economic ROI

Hours saved × number of people × working days/year × hourly wage

A quantified, clear and immediate return on investment

E.g.: 1h/day × 10 people × 220 days × €45/h = €99,000/year

Operational ROI

  • •Shorter lead times
  • •Fewer errors
  • •Improved quality
  • •Increased capacity

Strategic ROI

  • •Shifting repetitive tasks toward high-value work
  • •Greater comfort at work
  • •More visibility and a sharper strategic vision

ROI figures are presented as ranges, with explicit assumptions.

YOU ARE AT AN INTERSECTION. THREE PATHS. WHICH ONE WILL YOU TAKE?

Right now, your company stands at a crossroads. Time doesn't stop. You will take one of these three paths — by choice or by default.

You are here
You are here
↙↓↘
A
Path A

Inaction

The Strategy

Ignore the wave. Bet that your sector, your business, your processes won't be affected.

The Risk

Maximum and existential. Becoming obsolete. Watching your competitors grow faster, more efficient, more profitable.

The Potential Gain

None.

In 4 weeks

Identical to today. The uncertainty remains. The hidden costs keep piling up.

B
Path B

Action Without Method

The Strategy

“Just give it a try.” Launch pilot projects based on intuition, demos, or free tools.

The Risk

High and costly. Joining the 88% of AI projects that fail. Burning through time, budget, and your teams' trust.

The Potential Gain

Marginal and random. A minor optimisation, not scalable, that doesn't transform the company.

In 4 weeks

Frustrated. Inconclusive trials, no clear vision, and still the same question: “Where do I start?”

C
Path C

Action With the Audit

The Strategy

Decide with method. Map out reality, identify proven-ROI use cases, build a costed action plan.

The Risk

Controlled and calculated. A fixed investment for strategic certainty.

The Potential Gain

Structural and multiplied. The audit delivers concrete AI integration proposals — each with a cost, a timeline, and a quantified return on investment, backed by the field data collected.

In 4 weeks

In control. You have a clear roadmap. You know what to do, in what order, at what cost, and for what return.

“The decision you make now determines the path you take.”

It's as simple as that. Not choosing means taking path A by default.

30-min strategy call · Free · No commitment

WHY IT'S A NO-BRAINER

Each reason would be enough on its own. Together, they make the decision obvious.

10 concrete guarantees that make this audit the safest investment for your digital transformation.

Avoid the 95% failure rate

Our audit removes the blind spots before your first euro is invested.

Enter the Codito Ecosystem

Get access to our hand-picked team of experts.

Development costs less after an audit

The discovery phase is already done — zero scoping fees.

ROI known before you invest

Every solution costed with its estimated return on investment.

Free or near-free Quick Wins

Immediate gains identified within the first few weeks.

Everything belongs to you

Deliverables, data, source code: intellectual property 100% yours.

Contractual protection

If we don't deliver, you get your money back.

Tailor-made, not generic

Solutions built for your processes, not the other way around.

The team that audits is the team that builds

Full continuity, zero loss of information.

Continuous innovation and R&D

Our expertise keeps improving and benefits you.

The real question isn't « is it worth it? » — it's « how much longer can you afford not to know? »

Next step

Ready to remove
the uncertainty?

A 30-minute strategy call to understand your context and determine whether the audit is right for your organisation.

Free
No commitment
30 minutes