What "RFQ analysis" means for a manufacturer
A buyer analyses quotes. A manufacturer analyses the request: the project specification, the material requisition, datasheets, the ITP and the standards they call up. The job is to find every requirement and decide, clause by clause, whether your product meets it.
On a long package this is days of reading. It is also where requirements are missed, because they sit in notes, tables and referenced owner standards. For the manual method, see how to analyse a tender specification. For the wider picture, see RFQ automation for equipment makers.
What AI can analyse today, and what it cannot
| Task | AI can help | Still needs an engineer |
|---|---|---|
| Reading the package | PDF, Word and Excel files, including long specs and multi-sheet workbooks | Drawings such as general arrangements and P&IDs |
| Finding requirements | Splitting clauses into single requirements, each with its document and page | Deciding which owner rule wins when documents conflict |
| Checking your datasheets | Drafting a status for each requirement, with a quote from the source | Agreeing each deviation and its cost of withdrawal |
| Writing the outputs | An editable compliance matrix and deviations & clarifications list | Price, delivery, commercial terms and sign-off |
How to test an AI RFQ analysis tool
- Pick a past RFQ you already answered, with the datasheets you used.
- Run the same documents through the tool.
- Compare its deviation list with the one you sent. Note what it found that you missed, and what it missed.
- Open ten citations at random. Check each one points to the right page and says what the row claims.
- Ask what happens to pages it cannot read, and whether it tells you.
- Ask where your files are stored and processed, and for a written price.
Our comparison of AI tools for deviation lists lists the tools in this space, sourced and dated.
What OdysseyGPT does
Document Review checks each requirement in the customer's package against your own datasheets, in both directions. Every status cites the document and page it came from. Related tools: Customer Specification Review (beta), Datasheet Comparison (beta) and Deviation Register (beta).
It reads PDF, Word, Excel and CSV files. It does not interpret drawings. It sends nothing to your customer. It runs as a managed, multi-tenant service; there is no on-premises or private-cloud option. OdysseyGPT Managed is from $999/month (USD), with onboarding included. For a worked example, see the engineered-valve case study, or OdysseyGPT for manufacturing.
Try it on your own documents
Free sample: a cited compliance matrix
Send one spec package and your datasheets. Get a cited compliance matrix within 48 hours.