OP. 5-1Available
Operation 5-1
The core contract. We settle in for the long run, eliminate what costs and install what pays, quarter after quarter.
- 12 months
- Exit possible every quarter
Managed AI service · Paid on performance
Le CommandoAI in production, paid on performance.
You gain 5. You pay 1.
- We make you gain
- 5
- You pay at most
- 1
- Field immersion
- 1 week
- Solution on the table
- 24 h
001 Mission
We go into your company. We eliminate what costs you. We install what pays.
Most companies have tested AI. Very few have put it into production. Le Commando works on your premises, on your real data, and leaves nothing behind but tools that run and gains that are measured.
P-01
A human in the loop
Always. AI augments your teams, it does not replace them.
P-02
Inside your walls
On your real data, with your teams, from the first week.
P-03
In production
In days, not months. Anything that doesn’t pay is never installed.
002 Operations
Several operations. One rule.
Every engagement is an operation, with an objective, a duration and a verdict. Its shape changes with the terrain. The rule never does: you gain 5, you pay 1.
OP. FWEAvailable
Operation FWE
The immersion. An operator spends a week on your ground. They see everything, they understand everything. 24 hours later, the solution is on the table.
- 1 week on the ground
- Solution in 24 h
Other operations exist depending on the terrain. All follow the same rule.
003 Case files
From nuclear to logistics.
Real projects, delivered in nuclear, industry, energy, telecoms, logistics and IT services. And typical scenarios where AI pays fastest.
File D-01 · Nuclear · safety demonstrationReal project
AI in support of nuclear safety demonstration
Client · Assystem
Doctoral thesis · IMT Mines Alès and Assystem · published 2021
A nuclear reactor means more than 50 buildings, 500 km of piping, 500,000 components and 100 million pieces of data: requirements, reports, schematics. Yet every engineering activity must fit the safety demonstration, the condition for licensing, building, operating and dismantling.
What we eliminate
- Searching for requirements by hand across millions of documents
- Identifying applicable safety requirements by hand
- A safety demonstration rebuilt piece by piece
What we install
- Natural language processing to extract and classify safety requirements
- A system model linking requirements, components and demonstration
- Support for engineers to elicit, then demonstrate, safety requirements
Metrics tracked
- Safety requirements identified and traced
- Time to prepare the demonstration
GuardrailA human in the loop at every step. AI extracts, links and flags; the safety engineer decides. It augments the expert, it does not replace them.
File D-02 · MarketingTypical scenario
A content engine that runs itself, measured on sales
Content made by hand, campaigns launched without reliable measurement, agencies paid by the hour.
What we eliminate
- Repetitive content production and variations
- Manual reporting
- Brief ping-pong with agencies
What we install
- Content production aligned with your brand, adapted by channel and market
- Automatic reporting tied to sales
- Campaigns launched in hours, not weeks
Metrics tracked
- Cost per published piece
- Time from brief to publication
File D-03 · Industry · manufacturing plansReal project
Manufacturing plans read by the machine, data in the operators’ headsets
Client · Subsidiary of a major energy group
Manufacturing and welding plans dissected by hand to pull out the useful data, then re-keyed for field teams.
What we eliminate
- Reading plans by hand
- Re-keying manufacturing and welding data
- Gaps between the plan and what reaches the field
What we install
- Automatic analysis of manufacturing and welding plans
- Data extraction, reshaped to the teams’ format
- Data delivered in Glasses, the operators’ augmented reality headsets
Metrics tracked
- Preparation time per plan
- Re-keying avoided
GuardrailEvery extracted data point is checked by an expert before it is used in the field.
File D-04 · FinanceTypical scenario
A close in days instead of weeks
Long closes, manual reconciliations, customer reminders one by one.
What we eliminate
- Keying in supplier invoices
- Manual bank reconciliations
- One-by-one payment reminders
What we install
- Automatic reading and coding of invoices, validated by a human
- Reconciliations and graduated reminders that run on their own
- An alert on every anomaly before the close
Metrics tracked
- Days to close
- Average customer payment time
File D-05 · Oil & gas · value chainReal project
Data extracted once, reused across the entire value chain
Client · International energy major
Data locked in separate documents and systems, re-keyed at every step of the value chain.
What we eliminate
- Manual extractions
- Re-keying from one step to the next
- Data lost between teams
What we install
- Automatic extraction of the useful data
- Structured so it can be reused at every step
- One shared source of data for every team
Metrics tracked
- Data extracted without re-keying
- Time from source to reuse
File D-06 · Logistics · stock and routesReal project
Stock that tracks itself, routes that reorganise themselves
Client · Several clients
Stock tracked by hand and fixed delivery routes, while orders, customers and drivers change every day.
What we eliminate
- Manual stock tracking
- Planning routes by hand
- Last-minute adjustments over the phone
What we install
- Automated stock tracking
- Routes calculated automatically
- Continuous readjustment based on deliveries and drivers
Metrics tracked
- Stock discrepancies
- Time and distance per route
File D-07 · Nuclear · welding dataReal project
Massive welding datasets, analysed automatically and made usable
Client · Nuclear company
Large volumes of welding data, too heavy to analyse by hand and poorly organised for the teams who need them.
What we eliminate
- Manual analysis of welding data
- Repeated extractions and reprocessing
- Searching through badly organised data
What we install
- Automated analysis of welding data, at scale
- Optimised processing
- Data reorganised around how the teams actually use it
Metrics tracked
- Analysis time per data batch
- Data directly usable by the teams
GuardrailA human in the loop at every step. AI analyses, cites its sources and flags; the qualified engineer decides. It augments the expert, it does not replace them.
File D-08 · Telecoms · procurementReal project
Consumables ordered before they run out
Client · Telecom infrastructure group
Contractors in the field, consumables running out at the wrong moment, orders placed in a rush.
What we eliminate
- Consumable shortages
- Rush orders
- Manual tracking of consumption
What we install
- Analysis of each contractor’s consumption habits
- Preventive orders, triggered at the right time
- Stock matched to the real pace of the work sites
Metrics tracked
- Shortages avoided
- Rush orders placed
File D-09 · IT services · skills filesReal project
Skills files reviewed and produced in minutes
Client · IT services company
Skills files to review, write and keep up to date for every tender, and teams to chase constantly.
What we eliminate
- Reviewing skills files by hand
- Writing files one by one
- Chasing teams by hand
What we install
- Automatic analysis of profiles against the requirement
- Skills files produced in the right format
- An AI agent that handles the relationship with the teams: reminders, updates, answers
Metrics tracked
- Time to produce a file
- Manual follow-ups
File D-10 · Front officeTypical scenario
An answer in minutes, at any hour
Customers waiting, teams answering the same questions, quotes running late.
What we eliminate
- Repetitive first-level requests
- Hand-made quotes
- Booking appointments by phone
What we install
- Instant answers by email, WhatsApp and phone
- Quotes ready in minutes
- Handover to a human as soon as the situation calls for it
Metrics tracked
- Time to first response
- Quote conversion rate
File D-11 · Administrative pipelinesTypical scenario
Every file complete the first time
Files passed from hand to hand, missing documents, growing delays.
What we eliminate
- Completeness checks
- Re-keying between tools
- Chasing missing documents
What we install
- A flow that receives, checks, files and completes each case
- Automatic routing to the right person
- End-to-end traceability
Metrics tracked
- Processing time per file
- Files complete the first time
File D-12 · Back officeTypical scenario
Data that moves between your tools on its own
Data entry, checks, reporting, and re-keying between the ERP and spreadsheets.
What we eliminate
- Double entry
- Manual checks
- Weekly reports rebuilt by hand
What we install
- Data flows between your tools
- Automatic checks at every step
- Reports that produce themselves
Metrics tracked
- Hours of data entry per week
- Errors caught before release
004 The arsenal
Tools tuned to pay back.
A few tools from the arsenal. Each one targets a precise ratio, measured in the gains register, and is tuned to your ground during the operation.
T-01 · Procurement
Crible
Checks every supplier invoice against the contract and the order: duplicates, forgotten discounts, off-grid prices, fees nobody agreed to. A buyer approves every claim.
We measure · Amounts recovered and credit notes obtained.
Target ratio10 gained for 1 paid1:10T-02 · Leadership
Vigie
Finds software subscriptions paid for and never opened, duplicate tools and surplus licenses. You decide what gets cut.
We measure · Subscriptions cut, money returned every month.
Target ratio10 gained for 1 paid1:10T-03 · Finance
Recouvre
Ranks unpaid invoices by chance of recovery, prepares reminders and dispute files, tracks every payment promise. Your accountant approves every send.
We measure · Days of payment delay won back, cash released.
Target ratio8 gained for 1 paid1:8T-04 · Contracts
Clausier
Finds the price indexations never applied, the tacit renewals, the penalties owed and the deadlines to renegotiate in your contracts.
We measure · Price increases recovered, contracts renegotiated.
Target ratio8 gained for 1 paid1:8T-05 · Energy
Compteur
Checks energy bills, adjusts contracted capacity and flags what keeps running outside production hours.
We measure · Money saved per site, per month.
Target ratio8 gained for 1 paid1:8T-06 · Tenders
Éclaireur
Reads the tender, says within an hour whether to bid, builds the compliance matrix and a first draft from your past answers. Your teams sign the final version.
We measure · Bids submitted, win rate, hours per bid.
Target ratio7 gained for 1 paid1:7T-07 · Inventory
Dormant
Finds stock that no longer moves, items duplicated under two references and orders that can be grouped. Your inventory lead decides every action.
We measure · Cash released, stockouts avoided.
Target ratio6 gained for 1 paid1:6T-08 · Quotes
Salve
Turns a customer request, drawing or email into a priced quote in under an hour, with your price grid and margins. A salesperson reviews and sends it.
We measure · Response time, conversion rate, margin per quote.
Target ratio5 gained for 1 paid1:5
A human approves every action of every tool. Other tools come out depending on the ground.
005 The system
Spot. Eliminate. Measure.
01 · Recon
We spot what costs.
Each block is a repeated task in one of your departments. In red: what costs time or money every week and brings nothing back.
02 · Elimination
We eliminate it.
Double data entry, the contractor a tool replaces, the licence nobody opens: it all goes. And anything that doesn’t pay is never installed.
03 · The gain
We measure every euro gained.
Each solution installed goes into the gains register: cost before, cost after, technical costs, net gain. Your leadership signs off every line. The register is the reference.
04 · The rule
You pay 1. You gain 5.
Everything you spend with us, fees and technical costs included, stays under one fifth of validated gains. Nothing more, nothing less.
006 Targets
What we aim at in your company.
For leadership teams who want measurable results: industrial groups, mid-sized companies, large corporations and networks.
- Target C-01
Repetitive tasks
Data entry, sorting, reminders, minutes, reporting: everything your teams redo every week.
- Target C-02
External contractors
Translation, transcription, outsourced data entry, first-level support.
- Target C-03
Dormant licences
Software subscriptions paid every month and never opened.
- Target C-04
Time lost between tools
Copy-pasting, double entry, scattered information.
- Target C-05
Delays
Quotes, customer replies, proposals and reports that take days.
We give time back to your teams and cut external spending. We do not sell job cuts.
007 The deal
We make you gain this much. You pay this much.
Everything you spend with us, fees and technical costs included, stays under one fifth of validated gains. That’s the whole deal. Nothing more, nothing less.
- The rule
- At most one fifth of validated gains, all-in: fees and technical costs.
- The exit
- At the end of every quarter, you stop if gains aren’t moving. No penalty.
- Ownership
- What is built on your data belongs to you, and keeps running if we leave.
Gain simulator5-to-1 rule
Target annual gains
€500,000
€100K€3M
You pay at most
€100,000
You keep
€400,000
008 Managed service
How do we do it? That’s our business.
No tools to choose, no project to run, no team to mobilise. What concerns you is the gain ratio.
- A human in the loop at every step
- Non-disclosure agreement signed on day one
- Data processed in the European Union, on accounts in your name
- No model trained on your data
009 Questions
What we’re asked before an operation.
A managed AI service for companies. We go in, eliminate what costs you, install what pays, and you pay at most one fifth of validated gains.
At most one fifth of what we make you gain, all-in: fees and technical costs. You can stop at the end of any quarter.
It’s a managed service: there’s nothing for you to run. An operator immerses in your company, we take care of the rest. What concerns you is the gain ratio.
With Operation FWE: one week of immersion on your ground, then the solution is on the table 24 hours later.
What doesn’t pay is not installed. If gains aren’t moving, you stop at the end of the quarter, with no penalty.
Yes. We have delivered AI projects in nuclear and industry, from safety demonstration to welding data and plans. The rule doesn’t change: a qualified human stays in the loop at every step, AI prepares and checks, the engineer decides.
No. There is always a human in the loop: AI augments your teams, it does not replace them. We give them time back and cut external spending: contractors, unused licences, avoided hires.
A non-disclosure agreement is signed on day one. Data is processed in the European Union, on accounts in your name, and no model is trained on it.
010 Launch an operation
Tell us what costs you.
We’ll tell you what we can eliminate. A 30-minute call with your leadership is enough to know which operation makes sense for you.