Turn a recorded discovery call into a proposal the same day

Record the call, extract scope and pain points, and send a tailored proposal draft before close of business.

For anyone who sends proposals after a call · 9 steps · 7 min

How it works today.

You finish the discovery call energised. The prospect described exactly what they need, you sketched three approaches on a napkin, and everyone agreed next step is a proposal. You open your template doc, realise you can't remember whether they said fifteen states or fifty, and spend twenty minutes scrubbing through the recording to find the compliance bit.

By the time you reconstruct their goals and match them to your service tiers, it's Thursday. The proposal goes out formatted like the last one, with a few pronouns swapped and a price pulled from a spreadsheet you hope is current. The prospect replies asking about a feature you definitely discussed but forgot to write down.

Before you start.

All of it has to be true, or step one fails in a way that is annoying to debug.

A call recording tool that exports plain audio or video files, and participant consent to record.
Access to a transcription service or an agent that accepts audio uploads.
A proposal template in a format you can edit, with clearly marked sections for scope, deliverables, timeline, and pricing.
Your standard service catalogue, rate card, or tiering document in a file the agent can reference.
Write access to your CRM or deal tracker, or a folder where you store proposal drafts.

The steps.

Upload the call recording for transcription
Export the audio or video file from your call platform. Upload it to your transcription service or agent workspace. If your agent requires a specific format, convert the file first using a free tool like Handbrake or CloudConvert. Wait for the transcript to generate, then download or copy the text.

Extract key discovery points from the transcript

Paste the full transcript into your agent. Ask it to pull out the prospect's stated goals, pain points, current process, success metrics, stakeholders mentioned, and any constraints like budget range, timeline, or compliance requirements. Review the output for obvious mis-hearings or missing context before you rely on it.

Paste this

Read this discovery call transcript and extract: 1) the prospect's primary goal, 2) pain points or problems they described, 3) their current process or tools, 4) how they will measure success, 5) stakeholders or decision-makers mentioned, 6) any constraints such as budget, timeline, compliance, or technical requirements. List each item as a bullet point with a direct quote where possible.

03
Match their needs to your service offerings
Give the agent your service catalogue or tiering document alongside the extracted discovery points. Ask it to recommend which services or tiers fit the prospect's situation and explain why. If the agent suggests something you do not actually offer or that requires custom scoping, flag it now.
Paste this
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Here is our service catalogue: [paste or attach your catalogue]. Based on the discovery points above, recommend which services or tiers best match this prospect's needs. For each recommendation, explain in one sentence why it fits their goals or constraints.
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04
Generate a scope and deliverables section
Ask the agent to draft the scope and deliverables section of the proposal using the recommended services and the prospect's own language from the transcript. The output should mirror how they described the problem, not your internal jargon. Check that deliverables are concrete and that nothing promised on the call is missing.
Paste this
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Draft a proposal section called Scope and Deliverables. Use the recommended services and write in the prospect's language based on the transcript. Each deliverable should be specific and measurable. Keep the tone professional and direct.
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05
Build a timeline with milestones
Provide the agent with your standard project phases or delivery cadence. Ask it to create a timeline that reflects any dates or urgency the prospect mentioned. If they said they need to launch by Q2 or present to a board in six weeks, the timeline must account for that. You will adjust this by hand if dependencies or resource constraints exist.
Paste this
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Using these project phases [paste your standard phases or milestones], create a timeline for this proposal. The prospect mentioned [insert any deadline or urgency from the transcript]. Present the timeline as a table with milestone, description, and target date.
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06
Draft an executive summary
Ask the agent to write a short executive summary that connects the prospect's problem to your proposed solution. It should reference specific pain points from the call and position your scope as the answer. This goes at the top of the proposal so a busy stakeholder can forward it upward.
Paste this
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Write an executive summary for this proposal in three paragraphs. Paragraph one restates the prospect's primary goal and pain points. Paragraph two introduces our proposed solution and how it addresses those points. Paragraph three previews the key deliverables and timeline. Keep it under 200 words.
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Insert the draft into your proposal template
Copy the generated sections into your template document. Paste the executive summary at the top, scope and deliverables in the body, and timeline where it belongs. Leave the pricing section blank or marked for manual entry. Read through once to catch any formatting breaks or placeholder text the agent left behind.
Add pricing and terms yourself
Fill in the pricing section using your rate card and the scope you just reviewed. If the proposal includes payment terms, milestones tied to invoicing, or any contractual language, write that yourself. Do not ask the agent to generate numbers or legal clauses. If you are unsure about a price for custom work, mark it as a ballpark and schedule a follow-up.
Send the proposal with a personal note
Attach or link the proposal and write a short email referencing something specific from the call. Thank them for their time, restate one thing you are excited to solve for them, and give a clear next step like a calendar link or a reply-by date. Log the send in your CRM or deal tracker.

What you keep.

Automating the typing does not move the accountability. These stay with a person.

Recording consent and any verbal agreements about confidentiality or NDA terms.
All pricing decisions, including whether to offer a discount, tier adjustment, or custom rate.
Contractual language such as payment terms, liability, IP ownership, or cancellation clauses.
The final read-through to ensure the proposal reflects what you can actually deliver and nothing is overpromised.

Once it works.

The first run is the demo. These are where the time actually comes back.

Fire it from an event

Set a Zapier or Make trigger so that when a call recording lands in a specific folder, transcription starts automatically and you get a Slack ping when it is ready.

Hand off to another agent

If your CRM accepts file attachments via API, have the agent save the final proposal draft directly to the deal record so your closer or account executive can review and price it.

Run it on a loop

After ten proposals, ask the agent to compare which discovery points most often led to which service tiers, then update your qualification questions to surface those points earlier in the call.

Put it on a schedule

Schedule a recurring weekly export of all discovery transcripts so you can spot repeated objections or feature requests that should inform your roadmap or pitch deck.