Become an expert
✳THE AI EXPERTISE NETWORK

Less busywork. More capacity.AI that creates measurable value.

Describe what you want to improve.
Identify your potential gains, then find the expertise to act.

✳START WITH THE OUTCOMEAbout 60 seconds

Total company headcount. We will clarify how many people the project should reach next.

A goal. Not a job title.

Describe the outcome. IntegrIA figures out who you need.

A carefully curated networkA shortlist, not a search resultNo commitment
WHAT AI CAN REALLY DELIVER

AI is more than a technology project.
It is a lever for performance.

Less wasted time. More capacity. More speed. More margin.

01

Save time

Assist repetitive tasks and give teams time for higher-value work.

02

Reduce costs

Reduce hours spent preparing, entering, researching and reporting. Fewer hours do not automatically mean cash savings.

03

Handle more volume

Grow without increasing costs at the same rate. Help the same team process more requests and cases.

04

Sell faster

Faster proposals, follow-ups and meeting preparation. More responsiveness and fewer missed opportunities, without promising revenue growth.

05

Reduce friction

Less copy-paste, re-entry, searching and switching between tools. Fewer forgotten tasks.

06

Make better use of talent

Keep experienced people focused on their expertise. Automate repetitive work. Preserve human value.

WHAT RESEARCH ALREADY MEASURES

AI already produces measurable gains.

External research in specific settings. These findings are neither client results nor IntegrIA guarantees.

+14 %PRODUCTIVITY · CUSTOMER SUPPORT

The NBER working paper (2023) studies 5,179 support agents: issues resolved per hour increase by 14% on average with an AI assistant.

Customer support context; your situation may differ. Figures from the 2023 working paper.Brynjolfsson, Li & Raymond · NBER, 2023
~3 h / weekTIME SPENT ON EMAIL

In a six-month randomised experiment involving 6,000 workers, actual users spend around three fewer hours a week on email.

The intention-to-treat effect is 1.4 hours: actual adoption matters. April 2025 version.Dillon et al. · Microsoft Research, 2025
Adoption ≠ ROIUSAGE ALONE IS NOT ENOUGH

McKinsey’s March 2025 survey finds growing GenAI use, while most respondents have yet to see company-wide bottom-line impact.

Self-reported survey. Adoption, individual productivity and financial impact are distinct measures.McKinsey · The state of AI, mars 2025
✳

This is precisely the problem we want to solve.Identify where AI really creates value.

AI ROI SIMULATOR · SCENARIOS

What could AI represent for your business?

A scenario built from your assumptions. Replace the example values to explore your situation.

Total company size and the team involved are separate inputs.

POTENTIALLY RELEASABLE CAPACITY1,040hours / yearOf the targeted time, under your assumptions.
Indicative annual capacity value€46,800

Freed time is not automatically a cash saving. Its value depends on how your business reuses it.

View calculation and limitations

People × targeted weekly hours × assistable share × working weeks = potentially freed hours. Hours × hourly cost = capacity value.

The assistable share must account for human review and rework. Assumes effective use throughout the year; no revenue increase or cash saving is inferred. No external study percentage is applied automatically.

Build my diagnosis with these assumptions
THE CUMULATIVE EFFECT

A few hours. A different scale.

ILLUSTRATIVE EXAMPLE

10 people × 2 potentially freed hours / week × 52 weeks

1 040hours / yearpotentially available for reallocation
× 45 € / h = 46 800 €of annual capacity valued at an indicative fully loaded cost

Assumes 52 active weeks. Adjust for leave, adoption and review time. Neither a client result nor a cash-saving claim.

ILLUSTRATIVE EXAMPLE

20 people × 3 potentially freed hours / week × 52 weeks

3 120hours / yearpotentially available for reallocation

Assumes 52 active weeks. Adjust for leave, adoption and review time. Neither a client result nor a cash-saving claim.

GROW WITH YOUR TEAM

What if your next phase of growth did not immediately require another hire?

Help your team absorb more growth before recruiting. Hiring decisions change only after actual capacity is measured and the need is confirmed to have disappeared.

ILLUSTRATIVE SCENARIO
BEFORE · 10 people100 cases / week
AFTER · 10 people120 cases / week
+20 % potential capacity

Assumption: AI + new workflows, with consistent quality. No immediate headcount increase. To test; no effect or avoided hire is guaranteed.

YOUR BUSINESS PRIORITY

Which outcome would make a difference?

01

Save time

02

Reduce operational costs

03

Improve sales responsiveness

04

Handle more volume

USE CASES BY FUNCTION

Start with the work. Measure the value.

The full library
Sales

Automated CRM

POTENTIAL ROI
Time
High
Cost
Indirect
Revenue
Indirect
Capacity
Medium
Quality
Medium
Risk
To assess
Complexity
Low to medium

Spend less time entering data and more time with customers.

Initial scope-based estimates. To validate through measurement; not established results.
Assess this use case
Sales

Sales proposals

POTENTIAL ROI
Time
High
Cost
Indirect
Revenue
Potential
Capacity
High
Quality
Medium
Risk
To assess
Complexity
Medium

Prepare proposals and follow-ups faster, with human validation. More responsiveness, without a revenue promise.

Initial scope-based estimates. To validate through measurement; not established results.
Assess this use case
Operations & knowledge

Document assistant

POTENTIAL ROI
Time
High
Cost
Indirect
Revenue
Indirect
Capacity
High
Quality
Medium to high
Risk
To assess
Complexity
Medium

Find useful information faster, with sources and access controls to validate.

Initial scope-based estimates. To validate through measurement; not established results.
Assess this use case
Leadership & finance

Executive reporting

POTENTIAL ROI
Time
Medium
Cost
Indirect
Revenue
Indirect
Capacity
Medium
Quality
Potentially high
Risk
To assess
Complexity
Medium

Reduce preparation time and improve decision support, subject to data quality.

Initial scope-based estimates. To validate through measurement; not established results.
Assess this use case
FROM A PROBLEM TO A WAY FORWARD

A little clarity changes everything.

Interactive example
THE BUSINESS PROBLEM
“I have 40 salespeople spending too much time writing proposals.”
✳

The right expertise starts with a better understanding of the problem.

Explore this diagnosisAn example recommendation. Your answers shape your own diagnosis.
✳YOUR INTEGRIA DIAGNOSISM / 01

Sales workflow automation

You probably don’t need a Head of AI yet. Start with one workflow that gives your team time back.

BEST STARTING POINT

Sales Automation Expert + AI Agent Builder

RECOMMENDED APPROACH
  1. 01

    Map your workflow and HubSpot integration access

  2. 02

    Automate meeting notes and CRM updates

  3. 03

    Build proposal workflows with human review

  4. 04

    Measure adoption and time saved

INTEGRIA ESTIMATE€10k–€60k excl. taxBusiness-function automation

Indicative range excluding tax for the reference scope. Confirm with the expert.

A CLEAR PLACE TO START

Not ready for a full mission?
Start with a proven engagement.

All services
Transform2 days

AI Opportunity Audit

Your 10 highest-value AI opportunities. A clear plan to move forward.

WHO IT’S FOR

Leadership teams deciding where AI can create value.

YOU GET
  • Workflow analysis
  • Prioritized opportunity map
  • Impact and feasibility assessment
  • Recommended priorities
  • 90-day action plan
POTENTIAL ROI
Time
Potential
Cost
Indirect
Revenue
Indirect
Capacity
Potential
Quality
Potential
Risk
To assess
Complexity
Scope dependent
Initial scope-based estimates. To validate through measurement; not established results.
€1,900
Learn3 hours

Executive AI Workshop

Get your leadership team aligned on GenAI, agents, and what comes next.

WHO IT’S FOR

Leaders and teams who need shared understanding and practical next steps.

YOU GET
  • Tailored executive briefing
  • Hands-on use case exercises
  • Team opportunity canvas
  • Workshop resources and next steps
POTENTIAL ROI
Time
Potential
Cost
Indirect
Revenue
Indirect
Capacity
Potential
Quality
Potential
Risk
To assess
Complexity
Scope dependent
Initial scope-based estimates. To validate through measurement; not established results.
€2,500
Build5 days

AI Agent Sprint

From a promising idea to your first working AI agent.

WHO IT’S FOR

Teams with one workflow to automate and access to the relevant tools.

YOU GET
  • Workflow scoping
  • Working agent prototype
  • Evaluation and demo
  • Technical handover
POTENTIAL ROI
Time
High
Cost
Indirect
Revenue
Indirect
Capacity
High
Quality
Medium to high
Risk
To assess
Complexity
Medium
Initial scope-based estimates. To validate through measurement; not established results.
€4,900

Illustrative services and prices. Final scope, tax and travel costs are agreed before any commitment.

EXCEPTIONAL PEOPLE. MEANINGFUL IMPACT.

Experts selected for impact.

Senior expertise.
A considered introduction.
Illustrative profileTransform

Marie Laurent

Fractional Head of AI

Ex-L’Oréal · Ex-Capgemini

WHY MARIE

A senior strategic partner for turning scattered AI initiatives into a roadmap with ownership and measurable business outcomes.

AI StrategyTransformationGenAIExecutive Training
Next week€1,500 / day
View profile
Illustrative profileBuild

Adam Khalil

AI Engineer & Agent Builder

Ex-Google · Ex-Stripe

WHY ADAM

A practical builder for a defined workflow: agents, integrations and automation with evaluation and a clear handover.

AI AgentsSales AutomationAI ProductsIntegrations
This week€1,100 / day
View profile
Illustrative profileLearn

Sarah Okafor

Executive AI Educator & Speaker

Ex-Microsoft · Ex-Notion

WHY SARAH

An educator who connects AI to real decisions and everyday work, bringing leadership and teams into the same conversation.

Executive TrainingAI WorkshopsKeynotesChange Management
This week€1,300 / day
View profile
Illustrative profiles and references. A preview of the IntegrIA standard.Find my expert
A GOAL. NOT A JOB TITLE.

You bring the ambition.
We find the expertise.

Explore solutions
Build

Make the idea work.

AI Engineer · Agent Builder · Automation Expert

Transform

Move your business forward.

Fractional Head of AI · Strategist · Transformation Expert

Learn

Bring your people with you.

Executive Trainer · Coach · Workshop Facilitator

Inspire

Change the conversation.

Keynote Speaker · Futurist · Industry Expert

✳

Not sure which one you need? That’s the point.Tell IntegrIA what you’re trying to accomplish.

Tell us the problem
THE INTEGRIA METHOD

Identify. Test. Measure. Scale.

01

Set the baseline and the business objective.

02

Test one workflow, with human review.

03

Compare time, volume, quality and actual costs.

04

Scale only what delivers measured value.

ILLUSTRATIVE EXAMPLE

The same case, a different processing time.

Compare equivalent tasks and periods, track errors and extrapolate only over actual processed volume.

Measure a mission in my workspace
BEFORE
45 min
AFTER
18 min
DIFFERENCE PER CASE
27 min

Mission outcomes are kept in your private workspace. No quantified IntegrIA benchmark or testimonial is published before data verification and publication approval.

THE INTEGRIA STANDARD

Credibility before credentials.

Our selection standard reviews the work, the impact and the person behind it.

The current network is illustrative. Real references and vetting outcomes will be published only after verification.

✳LET’S FIND YOUR WAY FORWARD

Find your potential AI gains.
Then put them into practice.

✳START WITH THE OUTCOMEAbout 60 seconds

Total company headcount. We will clarify how many people the project should reach next.

A goal. Not a job title.

Describe the outcome. IntegrIA figures out who you need.

The right conversation can change everything.