Question 1

Who is AI Consulting?

Accepted Answer

AI Consulting is a consulting firm specialized in integrating artificial intelligence solutions for businesses. We support organizations in their AI transformation, from strategy to operational implementation. Our mission is to design AI systems that generate measurable revenue. We work with SMEs, mid-market companies and large corporations in France and across Europe.

Question 2

What is your core expertise?

Accepted Answer

Our expertise focuses on revenue-generating AI systems: automation through AI agents, agentic commerce, AI-powered acquisition (SEO/GEO) and governance strategy. We master language models (LLMs), multi-agent architectures, RAG (Retrieval-Augmented Generation) and data pipelines. Every solution is designed for measurable and lasting business impact.

Question 3

What certifications do you hold?

Accepted Answer

AI Consulting is a certified strategic partner of the ACF® (Agentic Commerce Framework) standard, the highest level of partnership. We are also trained on major cloud platforms (AWS, Azure, GCP) and generative AI frameworks. Our teams continuously train on the latest advances in artificial intelligence to guarantee cutting-edge solutions.

Question 4

What is your team composition?

Accepted Answer

Our team consists of strategic consultants, data scientists, AI engineers and governance specialists. Each member has dual expertise: technical AI skills and deep understanding of business challenges. We also collaborate with a network of technology partners for projects requiring specific competencies.

Question 5

What experience do you have in AI?

Accepted Answer

We have been supporting companies in their AI transformation since the emergence of advanced language models. Our expertise covers the entire AI project lifecycle: strategic framing, development, deployment and continuous optimization. We have worked on varied use cases ranging from commercial automation to autonomous systems governance.

Question 6

What differentiates you from competitors?

Accepted Answer

Our differentiation rests on three pillars: our proprietary AI Revenue System™ methodology that guarantees measurable ROI, our ACF® strategic partnership for autonomous agent governance, and our revenue-oriented approach rather than technology-first. Where other firms sell technology, we design complete business systems. Every project is framed by commercial performance KPIs.

Question 7

In which sectors do you operate?

Accepted Answer

We operate in many sectors: e-commerce and retail, financial services, healthcare, industry, real estate, education, tourism and more. Our methodology is designed to adapt to each sector's specificities while maintaining the fundamentals of AI performance. We have developed dedicated sector solutions to address each industry's unique challenges.

Question 8

What types of clients do you support?

Accepted Answer

We work with companies of all sizes: innovative SMEs looking to integrate AI into their processes, mid-market companies in digital transformation, and large corporations seeking to industrialize their AI initiatives. Our solutions are modular and adapt to each organization's AI maturity level. We offer tailored support paths for each profile.

Question 9

What is your working methodology?

Accepted Answer

Our AI Revenue System™ methodology follows four phases: diagnostic (AI maturity audit and opportunity identification), strategy (roadmap and KPI definition), implementation (agile deployment in 2-week sprints) and optimization (performance monitoring and continuous improvement). Each phase includes validation checkpoints with stakeholders to ensure business alignment.

Question 10

What concrete results do you achieve?

Accepted Answer

Our clients typically see significant improvement in operational efficiency, increased conversion rates and reduced processing costs. Each project is measured by KPIs defined upfront: ROI, processing time, customer satisfaction, generated revenue. We provide real-time dashboards to track the impact of our solutions.

Question 11

Do you offer guarantees?

Accepted Answer

We commit to performance objectives defined jointly during the scoping phase. Each project includes a monitoring plan with measurable milestones. In case of underperformance, we activate a corrective optimization plan included in our commitments. Our business model partly relies on performance, which aligns our interests with our clients'.

Question 12

Where are you located?

Accepted Answer

We are based in Paris, France. We operate across the entire French territory and in Europe. Most of our engagements can be conducted remotely thanks to our collaborative tools, allowing us to support clients worldwide. For key phases (strategic workshops, training), we travel to your premises.

Question 13

In which languages do you work?

Accepted Answer

We work primarily in French and English. Our deliverables, documentation and training are available in both languages. For international projects, we can mobilize multilingual resources. Our AI solutions are also deployed in multiple languages to adapt to our clients' markets.

Question 14

Do you have technology partnerships?

Accepted Answer

We maintain strategic partnerships with major players in the AI ecosystem: language model providers, cloud platforms, data engineering tools and governance solutions. Our ACF® partnership particularly distinguishes us in the autonomous agent governance domain. These partnerships enable us to offer integrated and high-performance solutions.

Question 15

What is your relationship with the ACF (Agentic Commerce Framework)?

Accepted Answer

AI Consulting is a strategic partner of the ACF® standard, the global governance framework for organizations deploying autonomous AI agents in commercial environments. As a certified partner at the highest level, we deploy the entire ACF ecosystem for our clients: ACF Score diagnostic, implementation of the 8 modules and EU AI Act compliance.

Question 16

What AI solutions do you offer?

Accepted Answer

We offer four solution families: Automation & AI Agents (chatbots, autonomous agents, automated workflows), Agentic Commerce (conversational commerce and sales agents), AI-powered Acquisition via SEO and GEO (optimization for search engines and generative AI), and AI Strategy & Governance (strategic framing and autonomous systems governance). Each solution is customized to your needs.

Question 17

What technologies do you use?

Accepted Answer

We work with the most advanced language models (GPT-4, Claude, Mistral, Llama), multi-agent orchestration frameworks (LangChain, LangGraph, CrewAI), vector databases (Pinecone, Weaviate, Chroma) and major cloud platforms (AWS, Azure, GCP). Our technology choice is guided by project needs, never by technological bias.

Question 18

Are your solutions customizable?

Accepted Answer

Each solution is fully customized to your context: sector, size, existing systems, business objectives. We don't sell off-the-shelf solutions but design bespoke systems. AI agents are trained on your data, your tone of voice and your business processes. Customization covers the interface, workflows, integrations and governance rules.

Question 19

How do your solutions integrate with our existing systems?

Accepted Answer

Our solutions are designed to natively integrate with your existing ecosystem: CRM (Salesforce, HubSpot), ERP (SAP, Odoo), communication tools (Slack, Teams), e-commerce platforms (Shopify, Magento) and internal databases. We use RESTful APIs and webhooks to ensure smooth integration. A preliminary technical audit identifies optimal integration points.

Question 20

What is the implementation timeline?

Accepted Answer

The timeline varies by project complexity. A simple AI chatbot can be deployed in 2 to 4 weeks. A multi-agent system with complex integrations typically requires 2 to 4 months. A full AI Revenue System™ deployment with ACF governance spans 6 to 18 months. We proceed in agile 2-week sprints with incremental deliverables.

Question 21

How much do your solutions cost?

Accepted Answer

Our pricing depends on scope, complexity and project duration. We offer flexible models: project-based pricing, monthly subscription or a hybrid model with a performance component. The initial AI diagnostic is free and commitment-free: it provides you with a precise estimate. Contact us for a customized quote tailored to your budget.

Question 22

Do you offer post-deployment maintenance?

Accepted Answer

Yes, we offer maintenance and evolution contracts covering: 24/7 system monitoring, AI model updates, continuous performance optimization, priority technical support and new feature additions. Maintenance also includes technology watch to integrate the latest relevant innovations for your business.

Question 23

How do you ensure data security?

Accepted Answer

Security is at the core of our approach. We apply end-to-end encryption, sensitive data anonymization, granular access control and native GDPR compliance. Our architectures follow the principle of least privilege. We conduct regular security audits and offer on-premise deployments for organizations with data sovereignty requirements.

Question 24

Which AI models do you use?

Accepted Answer

We select the most suitable models for each use case: GPT-4o and Claude for complex reasoning and writing, Mistral and Llama for sovereign deployments, specialized models for vision, audio or code. We also use fine-tuning and RAG to adapt models to your business domain. Our approach is multi-model to optimize performance and cost.

Question 25

Are your solutions scalable?

Accepted Answer

Absolutely. Our architectures are designed to evolve with your business. We use elastic cloud infrastructure that automatically adapts to load. Multi-agent systems are modular: you can add new agents, expand scopes and increase capabilities without redesign. ACF governance ensures this scalability remains controlled.

Question 26

What support do you offer after deployment?

Accepted Answer

We offer several levels of post-deployment support: standard support (response within 24h on business days), priority support (response within 4h, 7 days a week) and premium support (dedicated contact, guaranteed SLA). Support includes performance monitoring, incident resolution, continuous optimization and quarterly performance reviews. An AI agent is also available 24/7 for first-level support.

Question 27

How do you measure the ROI of your solutions?

Accepted Answer

We define measurable KPIs from the scoping phase: generated revenue, cost savings, reduced processing time, conversion rate, customer satisfaction. Our real-time dashboards allow continuous tracking of these metrics. We conduct monthly performance reviews and provide detailed ROI reports. The goal is to demonstrate concrete and measurable return on investment.

Question 28

What is the difference between your solutions and consumer AI tools?

Accepted Answer

Consumer AI tools (ChatGPT, Copilot) are generic and limited to unit tasks. Our solutions are integrated systems, trained on your data, connected to your tools and governed by business rules. They operate autonomously on complete workflows, not just as occasional assistance. The difference is that between a tool and a revenue system.

Question 29

Are your solutions compliant with regulations (GDPR, EU AI Act)?

Accepted Answer

Yes, regulatory compliance is integrated from the design phase of our solutions. We apply GDPR (consent, right to erasure, portability), EU AI Act (risk classification, transparency, human oversight) and applicable sector-specific standards. The ACF® framework we deploy is natively aligned with EU AI Act requirements for high-risk AI systems.

Question 30

Can we test a solution before committing?

Accepted Answer

Yes, we offer proof-of-concept (POC) phases of 4 to 6 weeks on a limited scope to validate feasibility and ROI potential before full deployment. The POC includes a functional deliverable, performance metrics and an evolution recommendation. The initial AI diagnostic is also free and gives you a clear view of opportunities.

Question 31

What training programs do you offer?

Accepted Answer

We offer several programs: 'AI for Executives' (strategy and governance), 'AI for Operational Teams' (daily AI tool usage), 'Advanced Prompt Engineering', 'Deploying AI Agents in Business' and 'ACF® Governance'. Each program is modular and can be adapted to your organization's specific needs.

Question 32

What are the prerequisites for your training?

Accepted Answer

Most of our training programs require no technical prerequisites. Our 'executives' and 'operational' programs are accessible to everyone. Only advanced training (AI agents, ACF governance) assumes basic familiarity with AI tools. We conduct a preliminary questionnaire to adapt content to each participant's level.

Question 33

Are your training programs certified?

Accepted Answer

Yes, our training programs deliver recognized competency certificates. The 'ACF® Governance' training delivers a specific certification validated by the ACF standard. We are also working toward obtaining certifications recognized by professional training organizations. Each participant receives a completion certificate detailing acquired competencies.

Question 34

How can training be funded?

Accepted Answer

Training can be covered by a professional training agreement. Contact us for details on the arrangements.

Question 35

Do you offer remote training?

Accepted Answer

Yes, all our training programs are available in-person and remotely (video conferencing). Remote training uses interactive tools (live workshops, collaborative exercises, quizzes) to ensure the same level of engagement as in-person. We also offer hybrid formats combining remote sessions and in-person days.

Question 36

What is the group size for training?

Accepted Answer

To ensure pedagogical quality, our groups are limited to 12 participants maximum for inter-company formats. In-company training can accommodate up to 15 participants. Beyond that, we recommend splitting sessions. This approach allows maximum interaction with the trainer and personalized practical exercises.

Question 37

What learning materials do you provide?

Accepted Answer

Each participant receives: a comprehensive training guide (PDF and online), practical sheets and cheat sheets, access to our resource platform for 6 months after training, reusable templates and models, and video recordings of sessions (for remote training). Materials are regularly updated to reflect AI developments.

Question 38

Is there follow-up after training?

Accepted Answer

Yes, our support doesn't end at the conclusion of training. We offer: a free follow-up session at 30 days, access to our alumni community, email support for 3 months for implementation questions, and optional coaching sessions. The goal is to ensure acquired skills are effectively applied.

Question 39

Do you offer custom training?

Accepted Answer

Absolutely. Most of our in-company training is adapted to the organization's specific context: industry sector, tools used, concrete use cases, participant level. We conduct a scoping interview to define learning objectives, then adapt content, exercises and case studies. Pricing is established by quote.

Question 40

What is your cancellation policy?

Accepted Answer

Any cancellation made more than 14 days before training starts is fully refunded. Between 14 and 7 days, 50% is retained. Under 7 days, the full amount is due, but rescheduling is possible within 6 months. In cases of force majeure, we evaluate each situation individually. Participant replacement is always possible at no cost.

Question 41

In what languages are your training programs delivered?

Accepted Answer

Our training programs are available in French and English. Learning materials are also translated into both languages. For international organizations, we can organize bilingual sessions or alternate languages by module. Since AI technical terms are mostly in English, we ensure they are clearly explained in both languages.

Question 42

How do you track skills development?

Accepted Answer

We measure participant progress at multiple levels: pre-training assessment (initial level), quizzes and exercises during training, post-training evaluation (acquired knowledge), and a 30-day questionnaire (real-world application). A summary report is provided to the training manager with development recommendations for each participant.

Question 43

Do training programs include hands-on exercises?

Accepted Answer

Yes, our training is 60% practical and 40% theory. Each module includes hands-on exercises: prompt creation, AI agent configuration, real-world use case analysis, governance workshops. Participants work on concrete scenarios from their industry. Exercises are conducted on tools participants can reuse afterwards.

Question 44

What tools are provided during training?

Accepted Answer

Participants have access to a complete practice environment: trial accounts on AI platforms, access to our experimentation sandbox, preconfigured prompt templates and workflows, and comprehensive technical documentation. After training, participants retain access to templates and the resource platform for 6 months.

Question 45

When are the next training sessions?

Accepted Answer

Our inter-company sessions are scheduled throughout the year, typically over 1 to 3 days. In-company training is planned according to your availability. Check our Training page for upcoming dates or contact us to organize a dedicated session. We can also respond to urgent requests within 2 to 3 weeks.

Question 46

What is the AI diagnostic?

Accepted Answer

The AI diagnostic is a comprehensive audit of your organization's AI maturity. It evaluates your current level of AI adoption, identifies high-impact opportunities and provides a prioritized action roadmap. The diagnostic covers strategy, data, processes, technology and governance. It constitutes the first step of our AI Revenue System™ methodology.

Question 47

How long does the diagnostic take?

Accepted Answer

The complete diagnostic takes 1 to 2 weeks, depending on the size and complexity of your organization. It includes: a preparatory questionnaire (30 minutes), interviews with key stakeholders (2 to 5 one-hour sessions), analysis of your data and processes, and a detailed debriefing with recommendations. The format is designed to minimize the time required from your teams.

Question 48

Is the diagnostic free?

Accepted Answer

Yes, the initial AI diagnostic is entirely free and commitment-free. It gives you a first view of your AI maturity and identified opportunities. This free diagnostic includes a maturity score, the top 3 opportunities and an estimated ROI potential. An in-depth diagnostic (with full ACF Score) is available as a paid option.

Question 49

What is the diagnostic methodology?

Accepted Answer

Our diagnostic follows a structured 5-step methodology: 1) data collection via questionnaire and interviews, 2) analysis of your existing processes and systems, 3) sector benchmarking to assess your maturity, 4) opportunity identification and prioritization, 5) debriefing with detailed roadmap. The methodology is aligned with the ACF® standard for the governance dimension.

Question 50

What data do we need to provide?

Accepted Answer

For the initial free diagnostic, no sensitive data is required. We need general information about your organization (sector, size, objectives), your key processes and current tools. For an in-depth diagnostic, we can analyze performance data (anonymized if necessary). All shared data is treated with full confidentiality and subject to an NDA.

Question 51

In what format do we receive the results?

Accepted Answer

Diagnostic results are delivered as an interactive report including: an overall AI maturity score by dimension, a prioritized opportunity map by impact and feasibility, a recommended 6 to 18 month roadmap, ROI estimates for each opportunity, and immediate action recommendations. The report is presented during a dedicated debriefing session.

Question 52

What are the next steps after the diagnostic?

Accepted Answer

After the diagnostic, you have three options: 1) launch a pilot project (POC) on the identified priority opportunity, 2) start a complete AI transformation program (AI Revenue System™), or 3) simply use the report as a basis for your internal strategy. We help you choose the best option based on your goals and budget. There is no obligation to continue.

Question 53

Who in the company should participate in the diagnostic?

Accepted Answer

Ideally, the diagnostic involves: the CEO or general manager (strategic vision), the technical/IT manager (infrastructure and data), the commercial/marketing manager (business opportunities), and an operations representative (business processes). For large organizations, we add the data manager and compliance officer. Each interview lasts approximately 1 hour.

Question 54

Does the diagnostic cover all sectors?

Accepted Answer

Yes, our diagnostic methodology is applicable to all business sectors. We have sector benchmarks for the most common industries (e-commerce, finance, healthcare, manufacturing, services) and adapt our analysis framework to each sector's specificities. Even for niche sectors, our cross-cutting AI expertise enables us to identify relevant opportunities.

Question 55

Is diagnostic data confidential?

Accepted Answer

Absolutely. Confidentiality is an absolute priority. A non-disclosure agreement (NDA) is signed before the diagnostic begins. All shared data is stored securely, accessible only to the project team, and deleted at the end of the engagement if you wish. We are GDPR-compliant and never share your data with third parties.

Question 56

How does your diagnostic compare to competitors'?

Accepted Answer

Our diagnostic stands out in three ways: it is free in its initial version (while many charge from the first audit), it includes a unique ACF® governance dimension (agentic maturity), and it provides concrete ROI estimates (not just generic recommendations). Our approach is business-oriented, not technology-oriented, which ensures directly actionable recommendations.

Question 57

What are the AI maturity levels?

Accepted Answer

Our AI maturity framework evaluates your organization across 5 dimensions: strategy (AI vision and ambition), data (quality and accessibility), technology (infrastructure and tools), skills (teams and culture) and governance (control framework). Each dimension is scored from 0 (non-existent) to 4 (optimized). The overall score positions your organization and helps define a realistic progression plan.

Question 58

What concrete recommendations will we receive?

Accepted Answer

The diagnostic provides concrete and prioritized recommendations: quick wins (actions achievable in under 1 month), medium-term projects (1 to 6 months) and structural transformations (6 to 18 months). Each recommendation includes a cost, timeline and expected ROI estimate. We also identify risks and prerequisites for each action.

Question 59

Is a follow-up call scheduled after the diagnostic?

Accepted Answer

Yes, we systematically schedule a follow-up call 2 weeks after the diagnostic debriefing. This call allows us to answer questions that have emerged since the presentation, discuss next steps and refine priorities if needed. This call is included in the free diagnostic. There is no sales pressure: the goal is to help you move forward.

Question 60

What are the limitations of the free diagnostic?

Accepted Answer

The free diagnostic provides an overview of your AI maturity with the top 3 priority opportunities and an overall score. To go further, the in-depth diagnostic (paid) includes: the complete ACF Score across 6 axes, detailed analysis of each process, in-depth sector benchmarks, a detailed transformation plan and precise costing of each initiative. The free diagnostic remains nonetheless very comprehensive and actionable.

Solutions

Training

Methods

Resources

Company

Our solutions

Featured

Free AI Diagnostic

AI TOOLS

ADVANCED

BY ROLE

Featured

Training catalog

Our methodologies

SERVICES

COMMERCE & INDUSTRY

OTHER SECTORS

Featured

15 industries covered

Latest articles

Resources

Free whitepaper

About AI Consulting

The founder

FAQ

Didn't find your answer?