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AI AgentSales ~60–120 tokens per run

Proposal Builder Agent

Turns a client brief into a structured proposal, then self-reviews it for gaps.

By Mark Barclay · Last updated

Most lost proposals were lost at the scoping stage, not the pricing stage. This agent separates what is included from what is excluded, then argues against its own draft to find the gaps a client would exploit later.

Key takeaways

  • Splits every deliverable into what's included and what's explicitly excluded.
  • Runs a self-review pass that flags scope and payment risk.
  • Surfaces the assumptions you'd otherwise discover mid-project.
  • Writes the full document only after you approve the structure.

Run the Proposal Builder Agent

Turns a client brief into a structured proposal, then self-reviews it for gaps.

~60–120 tokensNothing is sent or published without your approval

How does the Proposal Builder Agent actually run?

It runs as a pipeline, not a conversation. When you press run, the agent works through 4 steps on SynaBot's servers and returns a structured deliverable rather than a chat reply.

  1. 1Reading the brief
  2. 2Structuring scope and deliverables
  3. 3Building timeline and assumptions
  4. 4Self-reviewing for gaps and risk

How do I use the Proposal Builder Agent?

  1. 1.Paste the client brief in their words or yours.
  2. 2.List the scope as bullets — one deliverable per line.
  3. 3.Add pricing and timeline if you have them.
  4. 4.Review the risk flags, then approve to generate the full proposal.

What's the difference between an AI Agent and an AI Assistant?

An AI Assistant is a conversation: you ask, it answers. An AI Agent is a program: you give it an input, it executes a multi-step plan on its own — fetching, extracting, scoring, drafting — and returns a finished deliverable. Where the Proposal Builder Agent would produce something you'd send or publish, it stops and waits for your approval first.

Is it safe to use with business data?

Yes, within sensible limits. The agent only sees what you paste or the public URLs you supply, it runs on business-tier models that don't train on your inputs, and it never gains write access to your systems. Any draft it produces stays on your screen until you choose to use it. Don't paste anything you wouldn't share with an external consultant.

Last reviewed July 2026 by Mark Barclay, founder of SynaBot.

Proposal Builder Agent — FAQs

Does the Proposal Builder Agent set the price?

No. You supply the commercials. The agent structures the proposal around them and flags where the pricing carries risk, such as unclear payment terms or unbounded scope.

What does the self-review pass actually check?

Undefined or open-ended scope, missing acceptance criteria, unstated assumptions, dependencies on client input, and commercial risks like no deposit or unlimited revisions.

Can I edit the generated proposal?

Yes. The document is returned as editable text for you to paste into your own template and adjust before sending.

What does it cost?

About 60–120 tokens for the structure and review, plus roughly 60 more to generate the full document.