# Sales — AI agent teams

URL: https://openenvelope.org/roles/sales

Sales teams spend too much time on tasks that don't require a human: checking pipeline health, researching leads, prepping for calls, chasing follow-ups. multi-agent teams handle that layer so your reps can focus on the conversations that matter. Here are six teams worth building.

## Pipeline health monitor

Reviews all open deals daily, flags anything stalled beyond your usual close timeline, and surfaces the top three actions the team should take today. Your morning standup starts with a clear picture instead of a spreadsheet.

Agents:
- Pipeline Reviewer: Scans all open deals across stages
- Stall Detector: Flags deals with no activity past threshold
- Action Prioritiser: Surfaces the three highest-leverage next steps

## Lead research team

Takes every inbound lead, builds a detailed briefing on the company and contact, scores them against your ICP, and routes qualified leads to the right rep with context already attached. Reps stop wasting time on leads that were never going to close.

Agents:
- Lead Researcher: Pulls company data, news, and contact context
- ICP Scorer: Scores the lead against your ideal customer profile
- Lead Router: Assigns to the right rep with the briefing

## Meeting prep assistant

Before any call, this team compiles contact history, company news, deal stage, and previous meeting notes into a one-page brief. Reps go into every conversation knowing exactly where things stand.

Agents:
- Contact Historian: Pulls CRM history and interaction log
- Company Researcher: Finds recent news and relevant context
- Brief Writer: Produces the pre-call document

## Follow-up sequencer

After a meeting or demo, drafts a personalised follow-up email for the rep to review, schedules a reminder if no reply comes within your set window, and surfaces the thread so nothing ages out silently.

Agents:
- Meeting Summariser: Extracts key points and next steps from the call
- Follow-up Writer: Drafts a personalised email for rep review
- Reminder Scheduler: Flags the thread if no reply after set interval

## Forecast analyst

Pulls your pipeline every week, applies historical win rates by stage and rep, and produces a structured forecast with confidence ranges. Leadership gets a number they can actually rely on rather than a gut feel.

Agents:
- Pipeline Puller: Extracts current deal data by stage and rep
- Win-Rate Modeller: Applies historical rates to current pipeline
- Forecast Writer: Produces the weekly report with confidence ranges

## Competitive intel tracker

Monitors named competitors across news sources and review sites, distils what has changed since the last check, and delivers a weekly digest to the team. Your reps always know what they're up against in a live deal.

Agents:
- Mention Monitor: Tracks competitor mentions across sources
- Change Analyst: Identifies what is new since the last digest
- Digest Writer: Produces the weekly competitive summary

## Related roles

[marketing](https://openenvelope.org/roles/marketing), [operations](https://openenvelope.org/roles/operations)

## Related tools

[hubspot](https://openenvelope.org/tools/hubspot), [salesforce](https://openenvelope.org/tools/salesforce), [pipedrive](https://openenvelope.org/tools/pipedrive), [gmail](https://openenvelope.org/tools/gmail), [slack](https://openenvelope.org/tools/slack)

Browse all roles: https://openenvelope.org/roles