Industry & engineering · AI for tenders

Capitalize on your expertise. Tailor each bid.

Turn your methods, references and previous responses into a proposal tailored to the assignment. Specgen analyzes the tender, prepares your technical proposal and response templates, then checks the consistency of your commitments.

Sales management, bid managers and project managers · Design offices, engineering firms and industrial companies

Reuse a method, tailor the commitment
Previous reference · Design study
Method and lessons learned selected for the new assignment.
New consultation · §3
Scope: design and commissioning support.
A relevant baseline to adapt

Knowledge is selected offer by offer.

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 memorandum

Your expertise highlighted

A new assignment requires presenting the right methods and the most relevant references.

Select your knowledge and prepare a sourced response in your Word template.
2 · Mandatory templates

Your formats preserved

Tenders require you to fill in Excel questionnaires and specific document templates.

Prepare the answers in the expected Word and Excel templates, then have them reviewed by your teams.
3 · Mission scope

A tailored proposal

A previous method or reference must be re-examined in light of the proposed services and resources.

The cited sources and help in spotting unsuitable references make this verification easier.
4 · Commitments

Consistent documents

The technical proposal, the questionnaire, and the schedule together describe your proposal.

Compare their timelines, resources, and performance before the final review.
BidMatching · After drafting

The technical proposal and the questionnaire cover the same bid.

BidMatching compares the responses against the requirements and the documents against each other. The excerpts supporting the analysis enable project and sales teams to review gaps before submission.

DOCUMENT REVIEW EXAMPLE
Scope of the service Covered Specifications §3 → Technical proposal §2
Resources allocated Partial Specifications §5 → Technical proposal §4
Completion time To be decided Technical proposal §6 ↔ Excel D18
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 Speed up the first draft

Reuse your knowledge to prepare the technical proposal and the response templates.

2 Customize each proposal

Select the methods, references, and resources suited to the scope of the assignment.

3 Prepare a useful review

Focus discussions on the answers to be completed and the commitments to be aligned.

Questions to review for your project.

We do not want generic technical proposals.

You choose the knowledge base for each bid. Drafting relies on this corpus and cites its sources; your teams tailor the content to the assignment.

Our client files are confidential.

On-Premise or Air-Gapped, documents and models are processed within your infrastructure. Access rights govern the reuse of knowledge.

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 · Industry & engineering

The answers to move forward.

How does Specgen prepare a technical proposal?

Based on the knowledge selected for the tender, Specgen prepares a sourced draft in your Word template. Your teams validate the relevance of the methods, references and commitments.

Can we fill in an Excel response template?

Yes. Specgen prepares the answers in the required Excel questionnaires, based on the selected knowledge. Teams verify the content before submission.

How can we avoid reusing an unsuitable reference?

Knowledge selection limits the corpus used for the assignment. Specgen helps identify unsuitable references, and citations make it easier for teams to verify their context.

Does Specgen compare the technical proposal and the other documents?

Yes. BidMatching cross-checks the bid documents, in particular Word and Excel, to flag discrepancies in timelines, resources, and performance versus their sources.

Who decides to submit the bid?

Your teams. Document analysis is used to support partial responses, gaps and trade-offs; it does not replace validation by the bid managers.

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.