Nuclear & Energy · AI for tenders

Every requirement matters. Give them a sourced answer.

Technical specifications, quality appendices, contractual terms: structure the requirements of your tenders and prepare your responses based on your knowledge. Your experts remain in control of commitments, your data stays within your infrastructure.

Bid management, engineering, and quality · Equipment suppliers, service companies, and energy stakeholders

From provided documents to a verifiable response
Specifications · §4.2
“Describe the traceability of the proposed interventions.”
Quality appendix · §3.1
“Present the skills mobilized for the service.”
Requirements extracted and classified

Each line retains its document reference.

1 / 3

Explanatory diagram · Fictional example, with no customer data.

100% extracted and classified requirements
75% task automation related to tenders
Your data within your infrastructure · On-Premise / Air-Gapped
Your challenges, practical use cases

A solution tailored to the way you work.

1 · Technical files

A structured reading

The requirements are distributed across the specifications, its appendices, and the tender tables.

Analyze the provided PDF, Word, and Excel documents and find the source of each requirement.
2 · Quality & safety

Expected items to address

Your response must set out the methods, skills, and supporting documents requested by the client.

Group requirements by theme and highlight disqualifying items to prepare the response.
3 · Documentary capital

Your expertise reused

From equipment to engineering services, the relevant references differ for each tender.

Select the appropriate knowledge and prepare the technical proposal in your Word templates.
4 · Offer review

Justified commitments

The review brings technical, quality, and sales teams together around the same proposal.

Compare the response against the requirements and find the sections to complete before submission.
BidMatching · After drafting

A bid review that traces back to the source.

BidMatching compares the offer against the extracted requirements. Your teams distinguish between covered, partial, missing, or not assessed responses and have the excerpts that justify the analysis.

DOCUMENT REVIEW EXAMPLE
Intervention traceability Covered Specifications §4.2 → Technical proposal §5
Skills offered Partial Quality appendix §3.1 → Technical proposal §2
Intervention method Covered Specification §6 → Technical memorandum §4
Fictional example · The AI’s assessments are subject to review by your teams. The final decision remains human.
Deployment & data governance

Your tendering AI.
In your environment.

Discovery on servers in France
Non-sensitive files
3 months to assess usage
An opportunity for discovery for files suited to this framework, before a local rollout.
On-Premise
Models and processing on your servers
Control of your data
Analysis, research, drafting and review within your infrastructure, with no external AI API or outbound data flow.
Air-Gapped
Isolated network, with no Internet connection
Fully local operation
Processing runs within your perimeter. Updates are provided in packages validated by your teams.

A three-month discovery is also possible On-Premise or Air-Gapped , after installation in your environment. Operation without an outbound connection can then be evaluated with your technical teams.

The value for your teams

More time for expertise and decision-making.

1 Prepare more efficiently

A single workflow to understand the tender, reuse knowledge, and draft the response.

2 Target the experts’ review

Classified requirements and accessible sources to focus the review on commitments.

3 Build on learnings between tenders

Methods and references reused according to the actual scope of each new service.

Questions to review for your project.

Our experts already know the industry requirements.

Specgen provides them with a structured, sourced working basis. The interpretation of requirements and technical validation remain in their hands.

Energy is not limited to nuclear power.

Energy equipment, maintenance, or engineering bid packages have their own requirements. The documents and knowledge selected determine the content of the response.

Your next call for tenders

See what Specgen brings to your offers.

Let’s discuss your use cases with the people involved in your project. A one-hour video demo, with no prior preparation.

Request a demo

An old file can be used as supporting material under an NDA. The AI results are presented back to you on a timeline agreed based on the teams’ availability.

Frequently asked questions · Nuclear & energy

The answers to move forward.

How does Specgen analyze a nuclear tender?

Specgen analyzes the provided PDF, Word, and Excel documents, extracts and classifies their requirements, then links each requirement to its source. Teams can adjust the type, importance, and tags.

How do you add a supplementary document or an addendum?

You add the document and manually trigger its analysis. Specgen processes the documents provided; it does not automatically detect referenced but missing documents, nor the correct revision.

Does Specgen prepare a quality assurance plan?

The scope presented here is the response to the call for tenders: requirements analysis, drafting the technical proposal, and bid verification. Preparing a quality assurance plan is not part of this promise.

How do you check requirements coverage?

BidMatching compares the bid documents against the requirements and provides a substantiated assessment with the available sources. The submission decision remains with your teams.

Does Specgen guarantee our offer’s compliance?

Specgen provides support for document analysis and verification. Your experts validate the interpretation of requirements, the supporting evidence, and the commitments in your bid.

Can we try Specgen for three months on our infrastructure?

Yes. The three-month discovery can be carried out On-Premise or Air-Gapped, after installation in your environment. Discovery on servers in France is also possible for non-sensitive cases suited to this framework.

How can we verify the sources of the AI’s results?

Requirements, drafted passages, and assessments are linked to their documentary sources. Specgen flags insufficient information; your teams review the supporting evidence and validate the results.