Proposal & engineering copilots
For firms whose quotes are engineering decisions, not catalogue prices. We model how your experts select technologies and size equipment, then generate a reviewable first draft straight from a CRM lead.
2 days → hours
to a reviewable first draft
The problem
Every quote is an engineering decision. Your best engineers spend days on proposals, so sales can only move as fast as they can.
How it works
Four stages, end to end
- 01
Capture the brief
A lead in your CRM is interpreted into structured requirements — capacity, quality targets, constraints.
- 02
Reason like your engineers
Retrieval over past proposals, plus explicit rules, selects technologies, processes and equipment.
- 03
Cost from today's rates
A separate costing engine prices the design from a reference table your team keeps current.
- 04
Draft, review, regenerate
A full document is assembled. Engineers approve it or send back individual sections for regeneration.
Where it is used
- 01Water and effluent treatment proposals
- 02EPC and turnkey project bids
- 03Technical quotations for engineered equipment
- 04Tender compliance checks and bid documents
Sectors using it
What you get
- Agent chain from CRM lead to draft proposal
- A costing reference table your team maintains
- Section-level review and approval interface
- Accuracy report from replaying your past projects
Also included
- Engineering logic kept separate from live costing, so estimates stay current
- Retrieval over your historical proposals instead of fine-tuning
- Reviewers regenerate a single section, not the whole document
- Accuracy measured by replaying past projects before launch
Bring us thetwo-day process.
In one call we'll tell you whether AI can do it reliably, how we would test that, and what a first version would take. No slideware.