What TailorAI does, and what it will not.
Always on
A dedicated agent watches official registries, the press, BODACC and CFNews around the clock. The signals reach you while you sleep. A structural event, not a press leak.
Asynchronous pipeline, Redis queues, explicit retries. No source drops.
The daily watchLearns from you
Each mandate sharpens the engine's understanding. Your criteria, your targets, your rejections become a shared team memory, held inside your perimeter, never exported.
Postgres + pgvector + multi-tenant RLS. Your data stays yours.
Multi-agent, orchestrated
Two orchestrators, seven specialists, sixteen tools. TailorAI does not chain prompts. It decides which specialist to call, for which task, in which order, within a fixed budget.
Mastra v2 architecture. Every agent has a role, a test, a budget.
See the architectureSovereign by design
Open-weight models self-hosted on French infrastructure. No data is sent to a foreign AI provider: neither during inference, nor after, and never for re-training.
Open-weight models, on vLLM, OVHcloud. GDPR-aligned, deal-grade.
Our sovereigntyTailorAI is not one big prompt. It is an architecture where each agent does one precise thing (search, qualify, enrich, watch) and two orchestrators decide who to call, in which order, with which budget. That separation is what makes TailorAI reliable in production.
Each agent does one thing, well.
Criteria
Turns a natural-language intent into structured criteria: sector, size, geography, registry events.
Entity
Resolves a company's identity on the graph: SIREN, legal name, parent group, establishments.
Domain
Cross-references sector sources and the press to place a target in its market and spot the windows.
Financials
Reads the accounts filed at the commercial court: revenue, EBITDA, balance-sheet structure, multi-year trajectory.
Beneficial owners
Walks the ownership chain: beneficial owners, directors, officers, and the person to approach.
Contact
Identifies the right decision-maker and resolves their verified professional details: email and direct line.
Watch
Continuously monitors event signals and feeds the daily watch: disposals, fundraisings, leadership changes.
Downstream of the specialists, sixteen typed tools carry strict input/output contracts and explicit budgets: search, enrich, score, cite. Every assertion is tied to its source.
Inference never leaves your perimeter.
Your mandates are confidential by nature. A cloud or AI provider subject to US law can be compelled to hand over data it hosts, even when stored in Europe. By keeping no foreign AI API in the loop and hosting inference on French infrastructure, TailorAI reduces your exposure to extraterritorial law: there is no third party for an order to address.
Open weights, French hosting
Open-weight models, served by vLLM on our own infrastructure. No dependency on a closed provider that could change its terms or cut the tap.
OVHcloud, private vRack
The inference servers are not exposed to the internet. They only talk to your instance, over a private vRack network.
RLS, strict multi-tenant
Each organisation is isolated at the row level in the database. Your criteria, your targets, your rejections are seen only by you.
The agent that never sleeps.
A dedicated agent watches the market continuously, collects from registries, BODACC, the specialist press and CFNews, deduplicates the same move surfacing through several channels, scores each deal by source convergence, and cites every assertion back to its origin. In production today with our first clients.
Disposal
Put up for sale, mandate awarded, group tie-up, succession search. The signal that opens an approach window.
Fundraising
Funding round, a fund entering the cap table, capital increase. A growth trajectory that reshapes the target.
Leadership change
Departure, succession, new governance, family transmission. The moment a company reshuffles its hand.
Built for the demands of deal sourcing and origination.
Data processing and hosting in France, register of processing activities, data-subject rights respected.
Strict multi-tenancy enforced in the database (RLS). No cross-organisation leakage possible by construction.
Native audit log of every access and action: the basis of a calm due diligence.
For Enterprise deployments, a single-tenant instance or dedicated hosting can be discussed against your security requirements.