Question 1

Why not use a simple LLM?

Accepted Answer

An LLM is probabilistic and can hallucinate. DEECISION is deterministic: same input = same output guaranteed, 100% reproducible and auditable. Every decision is traceable and LCBFT/AML compliant, a legal obligation no LLM can satisfy.

Question 2

How is DEECISION different from generic AI tools on the market?

Accepted Answer

Generic LLMs are exploratory tools. DEECISION is a business decision engine: 3,000 weighted criteria specific to private banking, 250 proprietary indicators, structured scoring, compliant workflows. It is not an assistant, it is a decision infrastructure.

Question 3

Can the system be audited by a regulator?

Accepted Answer

Yes. It is a design requirement. Every recommendation is traceable, reproducible and explainable. AI Act compliant by design. Same input = same output guaranteed, unlike probabilistic LLMs. Every decision can be presented to a regulator with its full justification.

Question 4

I already have access to Open Data...

Accepted Answer

Access is not the value. DEECISION interprets and cross-references data via 3,000 exclusive business criteria to produce 250 immediately actionable decision indicators. This public data has been available for 10+ years, the difference is the structured and reproducible interpretation.

Question 5

What about MCP data.gouv? We can prompt directly.

Accepted Answer

MCP democratizes raw data access. DEECISION industrializes decision-making. MCP + LLM = plumbing + exploratory assistant. DEECISION = architecture + engineering + decision strategy. 3,000 weighted criteria, structured scoring, full traceability. MCP encodes no business logic.

Question 6

Is my data hosted securely?

Accepted Answer

100% proprietary infrastructure, hosted in France. Not subject to US Patriot & Cloud Act. External pentest validated ISO 27001. DEECISION is Data Owner and Data Processor: your data is never resold or shared. Results in seconds.

Question 7

Can you build this internally?

Accepted Answer

It is possible, but it would take 18 to 24 months, €2 to 4M over 3 years, and would require data scientists, developers, compliance specialists, with turnover risk. DEECISION is the result of 10 years of R&D, deployable in 4 weeks without any IT integration, with measurable ROI from month 2.

Question 8

How long does deployment really take?

Accepted Answer

4 weeks, broken down as follows: Week 1 server setup + data import, Weeks 2-3 team training + calibration on real portfolio, Week 4 go-live + monitoring. Zero heavy IT integration. Measurable results at COMEX from month 2.

Question 9

How are you different from classic compliance solutions?

Accepted Answer

Compliance solutions manage compliance. DEECISION simultaneously manages compliance AND commercial performance. We analyze 4 inseparable dimensions: Compliance, Opportunities, Complexity, Proximity, in a single analysis, in seconds. No compliance/commercial siloing.

Question 10

How are you different from a banking CRM?

Accepted Answer

A CRM stores and organizes what you know. DEECISION reveals what you do not yet know, hidden potentials, latent risks, prospects in networks. It does not replace your CRM, it amplifies it. And it tells you what to do with each client, not just what to note.

Question 11

Isn't individual client analysis enough?

Accepted Answer

The segment captures 36% of the structure of client profiles (η² max, base 4,000 profiles, ANOVA clustering). 31% of total variance is inter-segment. Ignoring the segment = ignoring one third of the statistical structure. Fraud and money laundering do not live in an individual, they live in structures.

Why choose DEECISION?

AI & Technology

Data & Open Data

Build vs. Buy

Positioning

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