An experienced director, assisted by operational AI agents, to implement artificial intelligence in your business processes — with a proven methodology, sovereign governance, and measurable results within 90 days.
IA Transformation Leader | AI Transformation Consulting
Guiding teams and business units through the AI revolution — from strategy to autonomous AI agent deployment in production.
The core of Croissance et Transitions: a monthly operational accompaniment, calibrated on your annual revenue, with regular on-site executive-committee presence — remote the rest of the time.
Micro & small business
Revenue < €5M
Budget
€640
excl. VAT / month
1 on-site half-day / month
12-month target ROI
€130-320k
Growing SME
Revenue €5-10M
Budget
€1,400
excl. VAT / month
2 on-site half-days / month
12-month target ROI
€320-640k
SME & mid-market
Revenue €10-50M
Budget
€4,500
excl. VAT / month
6 on-site half-days / month
12-month target ROI
€640k-3.2M
Large group
Revenue > €50M
Budget
On quote
excl. VAT / month
Custom on-site presence
12-month target ROI
> €3.2M
20% KPI-linked — 20% of the fee is tied to the targets agreed in month 1 — total alignment between the executive and the interim manager.
Indicative estimate — monthly AI accompaniment calibrated on your annual revenue.
E.g. GDPR/AI Act fine, failed hire, estimated lost client.
Recommended monthly budget
€1,400 / month excl. VAT
Growing SME — revenue €5-10M
2 on-site half-days / month
Estimated 12-month ROI
€511,342
Multiplier × 30.4
Lever breakdown
Indicative price excl. VAT. On-site presence in half-days; accompaniment continues remotely the rest of the month.
One operational deliverable in production by day 30. Fixed fee, no commitment beyond. For executives who want proof before any long-term investment.
Scope, KPIs, governance — validated by the executive.
Priority workstreams mapped, presented to leadership.
Quantified roadmap, validated budget, clear sequencing.
AI POC, process redesign, vendor arbitration, pre-sale audit — your call.
€22-32k excl. VAT
Calibrated to company size. Expensable without board sign-off.
If by day 30 the executive judges the value insufficient, the long-term engagement phase is never imposed. No disguised 6-month probation.
AI flash diagnostic
5-8 use case mapping + one POC delivered + 12-month plan.
Pre-sale / pre-LBO audit
Key function status, gap remediation plan, valuation prep.
ERP / CRM / AI vendor arbitration
Specs + final selection (typical savings: €100-300k vs uninformed choice).
No theoretical slide decks. A director who has personally deployed AI agents in production, guiding your transformation with a structured methodology and concrete indicators.
Define your AI roadmap, choose the right priority use cases, bring your teams and leadership on board — a sparring partner who understands the human challenges as much as the technical ones.
Autonomous AI agents, administrative process automation, integration into your existing tools. Operational building blocks, not pilots that never reach production.
Hands-on experience in regulated and transforming environments. A single director, assisted by AI agents, for tailored support in each sector.
Supporting real estate agencies, developers and property managers. Property valuation, DPE compliance and commercial development strategy.
Project management for creative studios, independent artists and design agencies. Portfolio, order management, web presence and commercial development.
Consulting and project management for promotional product companies, corporate gifts and branded merchandise. Supplier sourcing, B2B catalogs and ordering platforms.
Supporting architecture firms, engineering offices and construction companies in their digital transformation and business process optimization.
Consulting and project management for training organizations, apprenticeship centers and skills operators. Qualiopi expertise, instructional design and learning path digitalization.
Supporting higher education institutions, business schools and universities in their transformation and modernization projects.
Electronic certification, certified timestamping, electronic invoicing and digital legal proof. Compliance and traceability guarantees that exceed traditional paper-based processes.
Qualified electronic signatures with identity verification. Legal value equivalent to handwritten signatures, eIDAS compliant.
RFC 3161 timestamping by a trusted authority. Strong evidence that a document existed at a precise moment, with high evidentiary value.
Factur-X invoices (PDF/A-3 + structured XML) compliant with EN 16931. Legal requirement from 2026 for all French businesses (B2B/B2G). We guide you through full compliance.
Complete chain of proof: signature, timestamp, audit trail and archiving. High evidentiary value under European standards.
No theory. An experienced director, assisted by specialized AI agents, for pragmatic support adapted to the reality of SMEs.
In-depth analysis of your situation, challenges and objectives. Every engagement starts by understanding your ground-level reality.
Custom action plan with enhanced confidentiality guarantees. Your data is automatically sanitized before any processing — stronger guarantees than traditional approaches.
A single point of contact — the director — assisted by AI agents trained on your specific tasks. Coaching, transition management or project leadership.
100% sovereign data management, hosted in Europe or on your own servers. Local JMAP email server (instant messaging speed), external or internal AI agent orchestration, automatic sensitive data sanitization, weekly security audits, and 3-2-1 backup strategy (3 copies, 2 media types, 1 offsite).
Performance indicators defined upfront. Regular reviews and strategy adjustments to ensure objectives are met.
A structured methodology, born from real client cases, that avoids the 3 classic pitfalls: the eternal pilot, team resistance, and loss of control over data.
Identification of processes with high AI potential. Analysis of your available data, tools and regulatory constraints (GDPR, sector). Deliverable: diagnostic report with AI maturity score.
Selection of the 3 priority use cases according to the impact/effort matrix. Sovereign technical architecture. AI governance plan adapted to your sector. Deliverable: 6-month AI roadmap.
Deployment of a first AI agent in production on the most impactful use case. User testing, adjustments, measurement of first gains. Results documented at Day 30.
Extension to other use cases. Operational training of your teams (practical workshops on your own data, not slides). Integration into your existing tools.
Tracking of indicators defined in phase 1: time freed, volume processed, qualification rate, error reduction. Monthly report. Agent optimization based on real results.
Two in-house formats — complementary to interim-management engagements, or as an entry point to gauge AI maturity.
1 day (7h)
Executives, leadership, key functions (up to 12 participants)
Price
€6,500 excl. VAT / in-house day
OPCO funding via Qualiopi-certified partner.
3 to 5 days
Internal AI teams, IT departments, digitalization project leads
Price
€15-25k excl. VAT by duration
OPCO funding via Qualiopi-certified partner.
55% of SMEs use generative AI — only 11% at an advanced level. Our Méthode Junyr™ framework positions your organization in 10 minutes and traces a 12-month transformation path. The full white paper now lives on paulantoinetual.fr.
Passive awareness of generative AI. No official tool, no business use case, no budget line. A starting point — the risk is standing still.
Scattered usage, no policy, no measurement. Shadow AI runs unchecked. Value created is individual and non-durable.
AI charter, professional licences, automated workflows, AI lead, tracked KPIs. Documented median ROI: 159%.
Autonomous agents, RAG knowledge base, AI Act governance, client-facing differentiation. Under 3% of SMEs.
AI-first workflows, autonomous agents under asynchronous supervision, ISO 42001 certified. The 2026 pioneers become the 2030 sector benchmarks.
A no-nonsense quantified diagnostic, a proprietary framework, a real case study and a ready-to-use roadmap — now published on paulantoinetual.fr.
The white paper is now published on paulantoinetual.fr — Paul-Antoine Tual's personal site
Profiles of similar operational interim-management engagements — French Riviera and Var.
4★ hotel group — 4 properties, 280 FTE, Cannes
Fractional CAIO 3 d/week, 9 months
6-12 month result
AI front-office assistant + dynamic pricing. +18% upselling, measured ROI × 4.2.
Regional real-estate developer — 95 FTE, Nice
Chief Transformation Officer 2 d/week, 12 months
6-12 month result
CRM overhaul + AI lead qualification. Sales cycle −22%, +€1.4M additional revenue.
Accounting firm — 60 FTE, Sophia-Antipolis
Fractional CAIO 2 d/week, 6 months
6-12 month result
AI document processing in production. −35% balance-sheet processing time, +12 files/year/associate.
Food-processing industrial — 180 FTE, Var
30-Day Express Mission
6-12 month result
ERP vendor arbitration. €180k savings vs initial choice, decision validated by executive committee.
Representative engagements — anonymised, based on similar interim-management missions. Named references are shared in qualified meetings, with client consent.
Real engagements, measured results. Each case was managed end-to-end, from diagnostic to production, with verifiable indicators.
Real estate agency
12 employees
Défi
The agency was losing 2 hours per employee per day qualifying incoming leads, analyzing DVF data and writing visit reports.
Solution IA
AI agents deployed: lead qualification (automatic scoring + personalized follow-up), DVF/cadastre analysis for valuations, and automated visit report generation.
Project completed in 8 weeks
Architecture firm
8 architects
Défi
60% of architects' time was spent on administrative tasks: RE2020 compliance checks, DCE analysis, report writing, and regulatory file tracking.
Solution IA
AI document analysis agent (DCE, CCTP, plans) with automatic RE2020 requirement verification, compliance report generation and construction meeting minutes.
Project completed in 6 weeks
Professional training organization
25 employees — Qualiopi certified
Défi
Administrative session management (invitations, attendance, CPF tracking, certificates, Qualiopi indicators) was consuming 3 FTEs and limiting growth capacity.
Solution IA
AI agents for session administration (invitations, attendance tracking, certificates), learner path personalization and automated Qualiopi reporting.
Project completed in 10 weeks
Delivered projects, not promises
Every project was designed, built and launched by the director, assisted by our team of AI agents. From concept to production, we manage the entire chain.
Complete ERP with integrated AI agents. 8 business modules, Factur-X invoicing, sovereign JMAP email, GDPR compliant. Built for owners who want to automate without losing control.
Sovereign email + ERP suite hosted in France on JMAP infrastructure. Instant messaging speed, integrated ERP modules (Commercial, Production, HR, Finance), native MCP integration, and GDPR compliance.
B2B webshop platform connected in real-time with 14 suppliers. Interactive quote generation, custom client storefronts in a few clicks, and automatic catalog and pricing synchronization.
Showcase website and portfolio for visual artists. Dynamic gallery, exhibition management and professional web presence with custom domain.
Professional web presence for creative studios. Custom design, SEO optimization and sovereign European hosting.
Coaching, transition management, digital project or invoicing compliance — a free, no-commitment call to scope your needs.