Why Specgen

A tendering AI your CISO can audit, not just approve.

The only AI specialized in complex technical tenders designed to run within your infrastructure.

FROM PROOF TO DECISION ON YOUR FILES
01
Try

Your files, your teams, and your real-world constraints.

02
Measure

Savings, quality, use cases, and sizing.

03
Frame

Architecture, security, users, and data.

Measured resultsGains & quality
DecisionSizing
Target architectureControlled deployment
You decide based on results observed in your context, not on a generic demonstration.
0 %from your automated processes. Your teams focus on high value-added tasks
0 %DCE requirements analyzed, from the first to the last page
1 rackto get started, additional racks according to your internal needs
0call to an external AI, in production as well as during discovery
What your CISO sees

Your data never leaves your environment.

Choose between the two hosting modes: what changes is what can come in. What doesn’t change is that nothing goes out.

  • Incoming, if your CIO authorizes it: your SharePoint powers the knowledge base. A flow you open or close—you're the one in control.
  • No Internet connection. SharePoint, directory, workstations: everything is in the isolated intranet. Nothing comes in, nothing goes out.
  • The four steps of Specgen run in the rack: models, database, BidMatching, Assistant. No processing elsewhere.
  • No outbound calls, ever. Not to a public AI, nor to us. What your firewall blocks, Specgen never requested.
One platform, two sides of the table

Whether you respond to tenders or issue them.

BIDDER

Win the tender without missing a single requirement

  • DCE analysis: summaries, criteria, requirements list, inconsistencies
  • Drafting in your Word templates and your Excel questionnaires
  • BidMatching: your response checked against every requirement before submission
  • AI assistant on the DCE and your knowledge base, sources cited
See the Bidder page →
PUBLIC OR PRIVATE BUYER

Launch a solid DCE and choose the best offer

  • Detect inconsistencies in your DCE before publication
  • AI assistant for the DCE and received bids, with cited sources
  • Comparison of received bids, requirement by requirement, with sources
  • Evaluation traceability, exportable for the analysis report
See the Buyer page →
I am…

Every role has its reasons. Here are yours.

0

outbound flow

Models, OCR, indexing, generation: everything runs on your premises.

1

template sheet, kept up to date

Open weights, local, no telemetry, replaceable. You know what’s running.

SSO

your procedures, not ours

Entra ID, MFA, logging, updates within your maintenance windows.

YOU WILL ASK FOR

Flow diagram + template sheet

To be audited before discovery, not after.

100 %

verified requirements

Score, source, recommendation, before submission.

Word

your templates, not ours

Write directly in your documents and Excel questionnaires.

70 %

first generated answers

Your offer owners arbitrate; they no longer copy and paste.

YOU WILL ASK FOR

BidMatching on your own DCE

Bring the hardest part to the demo.

0

published inconsistency

Your DCE reviewed by AI before publication: inconsistencies, duplicates, omissions.

1

grid, all offers

Each bid received checked against your requirements, with sources.

100 %

traceable

Exportable analysis report, documented decision.

YOU WILL ASK FOR

Comparison based on one of your past tender documents (DCE)

With the bids received, anonymized.

1

rack, one price

Installation, then a monthly subscription. No usage-based billing.

3 months

before any commitment

Measured gains on your files, then an annual proposal.

RSE

an argument for your tenders

AI designed solely for AO analysis
avoids overconsumption linked to oversized general-purpose models.

YOU WILL ASK FOR

Pricing grid + sizing

Discounts on demos.

3 months

real-world testing

All features available from discovery, teams trained.

1/week

check-in with your teams

Regular monitoring and measured gains

OK

for your CISO

Sovereign, traceable, under human control. No reason to block.

YOU WILL ASK FOR

12-week discovery plan

With the sponsor item already dated.

Green AI

Frugal by design. That’s what makes on-premise possible.

An AI that needs a datacenter can’t run in an isolated network. Specgen is a specialized, lightweight AI dedicated to tender documents, without the overhead of general-purpose AIs.

  • Optimized GPU sizing. Execution tailored to the task, with no oversizing and no compromise on quality.
  • No external API. Fewer network transfers, greater control on the security and compliance side.
  • On-demand computing. Each action is initiated by the user: no power wasted unnecessarily.
  • Less energy = cheaper to host
FOR THE SAME FILE · ORDER OF MAGNITUDE
Specgen, on your rackGeneral-purpose AI via API
Processing energy
Hosting cost
Network transfers
Computation outside of human action
0computation without human action
0external API call
From 1rack, sized to your volumes
Comparison

Given the three options you are considering.

CriteriaSpecgenOn-Premise / Air-GappedGeneral-purpose AIChatGPT, CopilotSaaS tendering platformhosted by the vendorCurrent organisationmanual, consultants
Data never leaves your perimeter
Air-Gapped deployment, with no Internet connection
Defense clearance authorized, OIV, classified files
Specialized in complex technical tender documents (dense CCTP specs)~
Compliance verified requirement by requirement, sources cited~~
Buyer module: DCE and bid comparison~
3-month trial on your tenders before committing
Drafting in your Word and Excel templates~
Same attention from page 1 to page 300~
Yes~ Partial or depending on the vendor No

Based on French vendors’ public websites in the first half of 2026. Some offer an on-premises installation as an option; none documents an Air-Gapped mode or a trial on multiple real customer files.

Proof, on your files

Twelve weeks to measure value, at your own pace.

Your teams can test all Specgen features on as many cases as their workload allows, with support that gradually decreases as they become more autonomous.

W1–W2Scoping & kick-offData, users, security, initial baseline and training.
W3–W6Guided onboardingYour first cases, with close support and adjustments on the fly.
W7–W11Real-world usage & gradual autonomyYour teams use Specgen on the available files, with no artificial quota. The gains are measured on your real usage.
W12Assessment & sizingResults, user feedback, target architecture and deployment preparation.
Throughout the discovery phaseSteering checkpoints, measurement of gains and adjustments according to your priorities.
WHAT SPECGEN IS NOT
  • A monitoring tool. We process the cases you have decided to process.
  • A generic chatbot. The Assistant answers only from your documents, with sources cited.
  • An AI that decides for you. Nothing goes out without human validation.
Demo

One hour. Your DCE. Our results.

Twenty minutes to understand your context, forty to see how Specgen adapts to your case. You leave with answers.

Request a demo
Frequently asked questions

What we’re asked most often.

How long does the discovery phase last?

Three months—the time to process real cases end to end, train your teams, and measure the gains. By default on our secure servers in France, on the cases you choose; on your infrastructure if you prefer.

Can I host Specgen on my company’s servers?

Yes. Specgen is deployed exclusively On-Premise or Air-Gapped, directly within your infrastructure or in an environment isolated from the Internet.

Are my documents used to train the AI?

No. Your data is used exclusively for your own tenders and is never reused to train a model.

Does Specgen analyze all the requirements of the tender documents?

Yes. BidMatching checks requirements one by one, with a score, a sourced justification, and concrete recommendations. On the buyer side, the same analysis compares the bids received against your evaluation grid.

Who has the final say on the final deliverable?

Your teams. Specgen speeds up and structures the work; validation, trade-offs, and the final decision remain on the client side.

What if we don’t sign at the end of the discovery phase?

Access closed on the scheduled date, data deleted with certification. You keep all deliverables produced.