The French construction sector is a 150 billion euro market, weakly digitized, with margins under pressure and chronic labor shortages. AI has higher ROI there than in other sectors, provided you know where to apply it.
The technical and organizational steps to go from an agent idea to a system in production in a company. Architecture choices, tools, recurring pitfalls.
The detailed playbook, week by week, for an SME going from zero agent to 10 agents in production in 90 days. The milestones, the pitfalls, the conditions for success.
A 15-staff business law firm generates 2 to 4 million euros of revenue. 40% of billable time is lost on non-billable tasks. The three workflows that change the game, tested and validated.
Three formats, three costs, three levels of commitment. The honest comparison for an SME executive hesitating between hiring, ad-hoc subcontracting, or going through a retainer.
Logistics is special: an AI error doesn't lose an email, it blocks a 50K EUR delivery. How to deploy without taking operational risk. Five tested use cases, three to avoid.
An SME executive who needs to convince their board to invest 100 to 200K EUR in AI doesn't need enthusiasm. They need 5 concrete numbers, sourced, defensible against a skeptical shareholder. Here they are.
An average French real estate agency has an 8 to 12% conversion rate on its leads. Five concrete AI use cases to climb to 18-25%, with quantified ROI for an agency of 15 agents.
Most executives talk about digital transformation when they should be talking about AI-First transformation. They are two different projects, with different goals, and radically different costs.
The full system of 14 agents currently running at Albus Factory. By function, with real activity numbers, the tools used, and what they concretely changed for a 9-person SME.
Accounting firms are the ideal target for AI transformation: repetitive volume, stable processes, margins under pressure. Six measured use cases, with 12-month ROI for a typical 30-person firm.
Between the freelancer at 600 EUR/day who has never deployed an agent in production and the consulting firm that bills 300K for methodology, where to position. The real price of an AI transformation for an SME, all formats included.