Fluentic Consulting | Enterprise AI Transformation & Engineering Consulting
AI & Engineering Transformation for Enterprises

AI amplifies what
already exists.
Make it your advantage.

Fluentic helps enterprises redesign how work actually happens — so AI becomes a genuine competitive advantage rather than another underused tool. Strategy, engineering, and the organizational change that connects them.

Start a conversation → See the approach
The problem

Most organizations are investing in AI.
Few are transforming with it.

McKinsey's State of AI makes the pattern clear. Companies invest heavily in buying, piloting and building — yet very few reach the stage that creates lasting value. Buying tools is not transformation. Running pilots is not transformation. Even building agents is not transformation.

88%
bought AI tools
66%
ran pilots
33%
built agents
23%
scaled them
6%
redesigned the org

The gap between experimenting and scaling is not technological. It is organizational — and that is precisely where Fluentic works.

Services

Four ways Fluentic turns AI ambition into operational reality.

01

AI Strategy & Operating Model

Define where AI creates real advantage across portfolio and go-to-market — then redesign the decisions, roles, and workflows so humans and agents work as one system.

  • Company-wide AI strategy
  • Human + agent operating model
  • From pilots to scaled adoption
02

Engineering Transformation

Restructure teams, tooling, and delivery so speed and quality rise together. Lean and Agile done properly — measured against outcomes, not ceremonies.

  • Team & delivery redesign
  • DORA Elite performance
  • Standards, tooling & craft
03

AI-Augmented Development

Make AI a genuine force multiplier in engineering. The teams that win don't bolt AI onto a mess — they build the standards and guardrails that let agents actually perform.

  • Agentic dev workflows
  • Guardrails, CI & quality gates
  • Large-scale modernization
04

Advisory & Change Enablement

The hardest part of AI adoption is rarely technical — it is human. Fluentic helps leaders bring their people with them, so teams trust the technology without losing trust in their own judgement.

  • Leadership & board advisory
  • Change management for AI
  • Adoption that actually sticks
Ways to work together

Senior leadership, on the terms that fit your stage.

From embedded executive leadership to focused advisory and scoped delivery — engagements are shaped around where you are and what you need to move next.

Most popular

Fractional CTO / CPO

Embedded technology and product leadership without a full-time hire. Set direction, build the team and operating model, and steer AI and engineering decisions with hands-on senior ownership.

Advisory retainer

Ongoing, on-call guidance for founders, executives and boards — a trusted thinking partner on AI strategy, architecture and organizational decisions as they arise.

Project-based transformation

A scoped engagement with defined outcomes — an AI strategy, an engineering turnaround, a modernization program — delivered end to end against clear milestones.

Every engagement is tailored — open to other models that fit how you want to work.

The framework

Know which layer of AI you're really on.

AI isn't one thing — it's layers of capability, each unlocking new use cases and demanding different infrastructure, skills, and governance. The companies that lead won't be the ones that "use AI." They'll be the ones who know their position and plan the next step.

1

Machine Learning

Analyze & predict

Turn historical data into decisions — forecasting, fraud detection, churn, dynamic pricing.

2

Neural Nets & Deep Learning

Recognize patterns

See what humans can't, across image, audio, text and video — quality control, voice, document processing.

Most companies are here
3

Generative AI

Create content & code

Generate text, images, audio and code from instructions — marketing, knowledge bases, tests, documentation.

4

AI Agents

Execute tasks

The leap from generation to action — agents that plan, call APIs, use tools and hold context across multi-step work.

5

Agentic AI

Orchestrate processes

The frontier — multiple agents that collaborate, plan long-term, self-evaluate and improve. End-to-end process ownership.

Proof

Outcomes from real enterprise transformations.

Across fintech, marketplaces and large-scale platforms — in Europe and the MENA region. Numbers from engagements; clients kept confidential.

68%

reduction in team costs through engineering transformation

87%

productivity gain via optimized workflows & continuous improvement

25%

improvement in time-to-market across product delivery

DORA Elite

engineering standard reached, built with a 30+ person team

4,000+

employee enterprises served as clients

17yrs

leading product & engineering across industries

Leadership

Led by Marc Garcia

Marc Garcia, Founder & Principal of Fluentic Consulting
Marc Garcia
Founder & Principal · Fluentic Consulting
17+ yrs
Product & Eng leadership
Ex-CPTO
Europe & MENA

"AI amplifies what already exists. My work is making sure it amplifies the right things — the way teams decide, build, and ship."

A Product & Technology leader and former CPTO with a track record of driving digital transformation and organizational change — founding and scaling engineering teams, building fintech across the MENA region, and leading platforms serving millions of users to DORA Elite performance.

That experience sits behind every Fluentic engagement, bridging technical depth and business strategy without losing sight of the people who make transformation work.

Areas of focus
Generative AI Large Language Models Machine Learning Lean & Agile Software Craftsmanship MBA, EAE Business School

Move from experimenting
to scaling.

If pilots aren't reaching production and AI investment isn't translating into advantage, a short conversation is usually enough to identify where the real leverage lies.

Email me →
or write directly to info@fluenticconsulting.com