Our services

Automation

Training

Our services

Automation

Training

Our services

Automation

Training

AI solutions built around your business

AI solutions built around your business

Automate your time-consuming tasks and focus on what matters

Automate your time-consuming tasks and focus on what matters

We listen

your business is where everything starts

We listen

your business is where everything starts

With or without AI

we look for real productivity gains

With or without AI

we look for real productivity gains

No over-engineering

pragmatic, and only what's needed

No over-engineering

pragmatic, and only what's needed

No over-engineering

pragmatic, and only what's needed

We stay with you

until it becomes second nature for your team

We stay with you

until it becomes second nature for your team

80-95%

80-95%

of AI projects in companies fail (MIT, Gartner, RAND)

What if we changed that?

What if we changed that?

Contact us

AI in 2026: the train has left the station…

and most companies are still on the platform

Total confusion

  • AI everywhere, but no real impact on day-to-day team operations

  • A "tech" topic disconnected from actual business

  • Vague pitches and generic promises

  • AI everywhere, but no real impact on day-to-day team operations

  • A "tech" topic disconnected from actual business

  • Vague pitches and generic promises

Real urgency

  • AI doesn't attract this much capital, talent and attention for no reason

  • Mature use cases create a compounding competitive advantage

  • Every quarter lost widens the gap

Why do 80 to 95% of enterprise AI projects fail?

AI disrupts everything and legacy players haven't kept up

AI disrupts everything and legacy players haven't kept up

AI disrupts everything and legacy players haven't kept up

  • Software vendors → multiple waves behind

  • Agencies / consulting firms → stuck in heavy org structures and rigid processes

  • Software vendors → multiple waves behind

  • Agencies / consulting firms → stuck in heavy org structures and rigid processes

New players are coming in… without the fundamentals

New players are coming in… without the fundamentals

New players are coming in… without the fundamentals

  • AI startups with no real business domain experience

  • Little (or no) business culture: they don't fit into your day-to-day reality

  • AI startups with no real business domain experience

  • Little (or no) business culture: they don't fit into your day-to-day reality

Result: solutions that don't work

Result: solutions that don't work

Result: solutions that don't work

  • AI forced everywhere… even when it's pointless

  • Zero consideration for your constraints (integrations, legacy systems, teams)

  • Near-zero adoption → money down the drain

  • AI forced everywhere… even when it's pointless

  • Zero consideration for your constraints (integrations, legacy systems, teams)

  • Near-zero adoption → money down the drain

In short: with AI we're repeating the same mistakes as with digitalization and the mobile era

A pragmatic, tailor-made offer

to boost your competitiveness

We start by truly understanding, we deliver measurable results fast, then we become a long-term partner.

① Audit & Scoping

① Audit & Scoping

Understanding your reality to target the real levers


  • Listening and business immersion

  • Business and technical analysis

  • Transparent advice: what works (and what doesn't)

  • Clear proposal, no surprises


→ Actionable plan & targeted ROI

Understanding your reality to target the real levers


  • Listening and business immersion

  • Business and technical analysis

  • Transparent advice: what works (and what doesn't)

  • Clear proposal, no surprises


→ Actionable plan & targeted ROI

② Impact & Optimization

② Impact & Optimization

From idea to impact


  • Fast iterations (prototypes in days)

  • Optimization through real-world usage

  • Close collaboration with you and your teams

  • Focus on measurable ROI (time and money saved)

→ Quick wins, then ongoing optimization

From idea to impact


  • Fast iterations (prototypes in days)

  • Optimization through real-world usage

  • Close collaboration with you and your teams

  • Focus on measurable ROI (time and money saved)

→ Quick wins, then ongoing optimization

③ Long-term Partnership

③ Long-term Partnership

An evolving partnership to embed AI into your DNA


  • Mutual challenge

  • Evolution aligned with your challenges & growth

  • Full transparency


→ AI = a permanent competitive lever

An evolving partnership to embed AI into your DNA


  • Mutual challenge

  • Evolution aligned with your challenges & growth

  • Full transparency


→ AI = a permanent competitive lever

Not promises. Results.

Clients you can actually call

Get in touch — we'll connect you with some of our references.

Who are we?

Ivan Méallarès

CEO

Jean-Philippe Dournel

CTO

UNITEC

Support

Experienced

20 years of experience with 14 years of successful collaboration


  • Over 100 custom digital projects delivered.

  • Customers ranging from multinationals to startups.

  • 18 months of intensive R&D dedicated to artificial intelligence

Backed by UNITEC

The leading startup support organization in Bordeaux and its region. Backed by the Nouvelle-Aquitaine Region, Bordeaux Métropole, and the European Union.

What are we optimizing today?

We meet, we listen, and your business accelerates

Contact us

©

2026

InsightKeeper

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©

2026

InsightKeeper