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Offer 04 · Proposal and Deal Flow AI

Proposal and Deal Flow AI

Days of proposal work, done in an hour, on work worth winning.

The Bleed

Your best people spending days assembling documents, and spending those days on opportunities that were never going to close. Meanwhile the pipeline fills with deals nobody has touched in a month and close dates that passed in March.

The Outcome

Attach the document. The system reads it, tells you whether it is worth pursuing before you have spent a day on it, pulls the right people, timelines and pricing from your own records, and produces a finished proposal ready to send. It only knows your data, so it quotes your real rates and your real projects, never invented ones. Behind that, the pipeline keeps itself honest.

What it handles

Fourteen steps from an inbound brief to a signed contract, run automatically.

01

Intake and parsing

Any inbound brief, RFP or enquiry read and broken into requirements, scope and constraints, whatever format it arrived in. This is the same extraction mechanism used in Financial Intelligence, applied here to briefs and RFPs instead of invoices and statements.

02

Fit assessment before effort

An honest read on whether this is winnable and worth winning, delivered in minutes rather than after two days of drafting.

03

Qualification scoring

Against your own criteria, applied identically to the first opportunity and the three hundredth.

04

Team assembly

The right people matched to the requirement, checked against who is actually available.

05

Pricing from your live rate card

Not last year’s numbers copied out of an old document.

06

Timelines generated against real delivery capacity

Rather than the optimism of whoever is writing at the time.

07

Relevant past work matched automatically

The case studies and credentials that actually fit this brief, pulled without anyone searching a shared drive.

08

Complete draft assembled

Team, scope, timeline, pricing and evidence, in your format, ready for review.

09

Contract comparison against your standard terms

Once a deal moves from proposal to contract, the incoming document is checked against your normal terms automatically, and anything that deviates, payment terms, liability language, scope creep, is flagged before anyone signs it. The extraction is the same capability used to read invoices in Financial Intelligence, pointed at a different kind of document.

10

Approval routing

The right internal sign off before anything goes out, tracked rather than chased.

11

Submission deadline tracking

Nothing missed because it sat in someone’s drafts.

12

Post submission follow up

The system that wrote the proposal also chases its outcome, automatically, at sensible intervals, until you get an answer either way. This is the only place proposal chasing happens. It does not sit in the Leakage Suite as well, since the same tool that drafted the document is best placed to know when and how to follow up on it.

13

Pipeline hygiene

Deals that have not moved, close dates that have passed, opportunities with only one contact at the client. Surfaced weekly instead of discovered at quarter end. This is a different kind of stall from a quiet onboarding or an abandoned checkout. Nothing has been won or paid for yet, and the thing at risk is the time your team already invested chasing it.

14

Win and loss captured back

Every outcome and its reasoning returned to the system, so the scoring gets sharper the more you use it.

The expensive part of proposals is not writing them. It is writing the ones you were never going to win.

Built with

Custom RAG pipelines trained strictly on your proprietary data, document extraction for inbound briefs and contracts, with LangChain based routing.

What this does not do

You are selling speed, consistency and better qualification. You are not selling win rate, which depends on price, relationship and competition. Make sure the proposal you write about proposals does not accidentally promise the one thing outside your control.

Stop losing days to proposals you were never going to win.