fluidzero

Fennec, for tender and project documents

Answers from your tender documents, cited to the page.

Upload a tender pack, a specification or a contract. Ask a question or define the fields you need, and Fennec answers with a citation to the page and passage it came from, so your team can check it before it goes into a bid.

Highway package tender, 3 volumes, 612 pages

What bid security is required, and how long must it stay valid?

A bid security of 2% of the bid value, as a bank guarantee Vol. 1, p. 14. It must remain valid for 45 days beyond the bid validity period Vol. 1, p. 15, which the instructions to bidders set at 120 days Vol. 1, p. 9.
Fields extracted from the tender, with source page and confidence
FieldValueConf.
Submission deadline14 Nov, 15:000.98
Bid security2% of bid value0.96
Defects liability24 months0.94
Liquidated damages0.05% per day, max 10%0.91
Illustrative example

Why Fennec

The clause that matters is rarely where you expect it

A tender pack runs to hundreds of pages across volumes, conditions, specifications and addenda. Teams copy requirements into spreadsheets by hand, under deadline, and a missed clause on eligibility, securities or penalties becomes a disqualification or a cost nobody priced. Fennec does the reading and shows its sources, so the review goes faster and every line can be checked.

How it works

From a stack of PDFs to cited answers

  1. Upload the documents

    Create a document set and upload the PDFs: tender volumes, specifications, conditions of contract, schedules. Fennec reads each one into pages, headings, tables, figures and title blocks, usually within minutes.
  2. Ask

    Ask a question across the whole set. Fennec follows the documents' own structure, their outline, clause numbers and cross-references, to find the passage, and cites it.
  3. Extract

    Define the fields you need, such as dates, amounts, criteria or line items, and run them across the set. Each value comes back with its page, its position on the page and a confidence score.
  4. Check and correct

    Click any citation to open the source page with the passage highlighted. Correct a value and the original, with its citation, is kept alongside your change.

What is in Fennec

Built to be checked, not just believed

Cited answers
Each claim in an answer carries a citation that opens the source page with the passage highlighted.
Structured extraction
Fields you define, returned as a table in which every value has a page, a location on that page and a confidence score. Results can be copied or downloaded as JSON.
Tables and figures, not just text
Tables, schedules, figures and drawing title blocks are read as structure rather than flattened into paragraphs.
Structure-aware search
Fennec navigates by the document's outline, headings, clause numbers and cross-references, plus full-text search, instead of relying on keyword similarity alone.
Corrections without losing the source
Reviewers can override any extracted value. The original value and its citation are never overwritten.
Usage you can see
A usage screen shows what each document read, extraction and question has consumed against your allowance.

Who uses it

For everyone who has to read the tender before the deadline

Bid and tender managers
Triage a pack, build the requirements register and prepare the bid decision.
Estimators and pre-construction
Pull scope, quantities and specification requirements with the clause behind each one.
Commercial and procurement
Find securities, penalties, payment terms and notice periods across the conditions of contract.
Engineering and project teams
Look up what the specification requires for a material or method without searching every volume.

Good to know

What Fennec does today

We would rather you know the edges before a demo than find them after one.

PDFs
Fennec reads PDF documents. Text-based PDFs work best; if your packs are scanned, bring one to the demo and we will show you how it reads.
Drawings
Title blocks, labels and notes are read, but not every dimension on a drawing sheet is transcribed yet. Specifications and schedules are the strongest use.
Answer time
Simple questions answer in seconds. Questions that need several documents can take up to a minute.
Access
Fennec is in pilot. Accounts are set up for your organization by invitation.

Questions

Fennec FAQ

What documents can Fennec read?

PDFs such as tender volumes, specifications, conditions of contract, schedules and bills of quantities. It reads text, tables, figures and drawing title blocks. It does not yet transcribe every dimension on a drawing.

How are answers cited?

Every claim in an answer and every extracted value points to a document, a page and a location on that page. Clicking the citation opens the page with the passage highlighted.

Can we define our own fields to extract?

Yes. You describe the fields you need, such as the submission deadline, bid security, eligibility criteria or BOQ line items, and Fennec extracts them across the document set with a citation and a confidence score for each value.

Does Fennec make the bid decision?

No. Fennec finds, extracts and cites what the documents say. Your team decides whether to bid and how to price it, with the source for every requirement one click away.

Is our data used to train models?

Fennec does not train models on your documents. It uses third-party document-parsing and language-model services to process them, and we can walk your security team through those providers and the data flow.

How do we get access?

Fennec is in pilot. Book a demo, and if it fits your work we set up an account for your organization and invite your team.

Building roads as well as bidding for them? Chainage runs quality assurance on site, from inspection request to approval.

Bring a tender pack to the demo

We will load it, ask it the questions your team asks, and show you every answer's source.

llms.txt|www.fluidzero.ai/products/fennec
Fennec by fluidzero
Ask questions of tender packs, specifications and contracts, or extract the fields your bid needs. Every answer is cited to the page it came from.
Status: In pilot with a construction company. Sign in: https://fennec.fluidzero.ai/resolve
How it works
1. Upload the documents: Create a document set and upload the PDFs: tender volumes, specifications, conditions of contract, schedules. Fennec reads each one into pages, headings, tables, figures and title blocks, usually within minutes.
2. Ask: Ask a question across the whole set. Fennec follows the documents' own structure, their outline, clause numbers and cross-references, to find the passage, and cites it.
3. Extract: Define the fields you need, such as dates, amounts, criteria or line items, and run them across the set. Each value comes back with its page, its position on the page and a confidence score.
4. Check and correct: Click any citation to open the source page with the passage highlighted. Correct a value and the original, with its citation, is kept alongside your change.
Capabilities
- Cited answers: Each claim in an answer carries a citation that opens the source page with the passage highlighted.
- Structured extraction: Fields you define, returned as a table in which every value has a page, a location on that page and a confidence score. Results can be copied or downloaded as JSON.
- Tables and figures, not just text: Tables, schedules, figures and drawing title blocks are read as structure rather than flattened into paragraphs.
- Structure-aware search: Fennec navigates by the document's outline, headings, clause numbers and cross-references, plus full-text search, instead of relying on keyword similarity alone.
- Corrections without losing the source: Reviewers can override any extracted value. The original value and its citation are never overwritten.
- Usage you can see: A usage screen shows what each document read, extraction and question has consumed against your allowance.
Good to know
- PDFs: Fennec reads PDF documents. Text-based PDFs work best; if your packs are scanned, bring one to the demo and we will show you how it reads.
- Drawings: Title blocks, labels and notes are read, but not every dimension on a drawing sheet is transcribed yet. Specifications and schedules are the strongest use.
- Answer time: Simple questions answer in seconds. Questions that need several documents can take up to a minute.
- Access: Fennec is in pilot. Accounts are set up for your organization by invitation.
Who uses it
- Bid and tender managers: Triage a pack, build the requirements register and prepare the bid decision.
- Estimators and pre-construction: Pull scope, quantities and specification requirements with the clause behind each one.
- Commercial and procurement: Find securities, penalties, payment terms and notice periods across the conditions of contract.
- Engineering and project teams: Look up what the specification requires for a material or method without searching every volume.
FAQ
### What documents can Fennec read?
PDFs such as tender volumes, specifications, conditions of contract, schedules and bills of quantities. It reads text, tables, figures and drawing title blocks. It does not yet transcribe every dimension on a drawing.
### How are answers cited?
Every claim in an answer and every extracted value points to a document, a page and a location on that page. Clicking the citation opens the page with the passage highlighted.
### Can we define our own fields to extract?
Yes. You describe the fields you need, such as the submission deadline, bid security, eligibility criteria or BOQ line items, and Fennec extracts them across the document set with a citation and a confidence score for each value.
### Does Fennec make the bid decision?
No. Fennec finds, extracts and cites what the documents say. Your team decides whether to bid and how to price it, with the source for every requirement one click away.
### Is our data used to train models?
Fennec does not train models on your documents. It uses third-party document-parsing and language-model services to process them, and we can walk your security team through those providers and the data flow.
### How do we get access?
Fennec is in pilot. Book a demo, and if it fits your work we set up an account for your organization and invite your team.
Links
- [Book a Fennec demo](https://www.fluidzero.ai/contact?product=fennec)
- [Tender analysis for bid teams](https://www.fluidzero.ai/solutions/tender-analysis)
- [Chainage, for road construction QA](https://www.fluidzero.ai/products/chainage)