Mutual action plan evidence desk

For b2B account executives and sales operations, turn consented meeting notes and buyer-approved milestones into buyer-reviewable mutual action plan. Address this specific problem: deal plans contain internal guesses presented as buyer commitments. The aim: separate confirmed buyer commitments from seller assumptions. The pilot tests whether that benefit holds up against reviewer effort and real operating costs.

The buyer creates a project, supplies consented meeting notes and buyer-approved milestones, and confirms scope and access. Users correct extracted facts, resolve flagged uncertainties and approve the final buyer-reviewable mutual action plan before use. Retain source links and a version history for the next cycle.

How the AI works

Extract explicit commitments without inferring buyer intent. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.

Safeguards

Keep product capabilities and commercial terms verified. Use authorized customer records and require review before outreach, promises or pricing exceptions. Draft support; no automatic outreach or deal probability prediction. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.

What to build first

Costed pilot: Draft support; no automatic outreach or deal probability prediction. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: extract proposed milestones; link buyer confirmations. Support the third task through an assisted review queue: distinguish assumptions. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of buyer-reviewable mutual action plan. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

What it can connect to

Approved sales collateral, CRM records and product or pricing information. Calendars, email, task managers and relevant business records. Use draft actions and supervised handoffs first, then enable only specifically authorized writes. Begin with uploads and exports of consented meeting notes and buyer-approved milestones. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.

The screens in detail

Use a queue or timeline as the opening view, with clear owners, dates and current states. Each case opens into its source context, proposed actions and discussion. Give external participants a limited form or status page. Make the next required action visible without opening every record. Open with milestone plan; move into commitment evidence for the detailed task; finish in clarification queue for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.