Sales
AI use cases for Sales
Win more of the work you already chase — faster research, cleaner pipeline, sharper responses.
5 use cases
These are the sales workflows where AI earns its keep — the repetitive, every-week work that sits between reps and actual selling time. That spans qualifying and routing inbound leads, pre-call account research, CRM hygiene and weekly pipeline summaries, keeping competitive battlecards current, and prepping renewals and upsells. Each use case is scored by ease, impact, and risk, with a written guide for doing it using Codex, Claude Code, or Claude Cowork — and a rep reviewing anything that reaches a prospect.
Prep renewals and spot upsell openings
Build a repeatable agent that pulls usage, support, and account data into a per-customer renewal brief flagging churn risk and concrete upsell openings, 90 days ahead of each renewal date.
Qualify and route inbound leads
Build an agent that reads every inbound lead, scores it against your ideal-customer rules, enriches it, and routes it to the right rep in seconds instead of hours. Your team owns the rules and the code.
CRM hygiene and weekly pipeline summaries
Build an agent that reads your CRM every week, flags the records that are wrong or stale, and writes a plain-English pipeline summary for the team meeting. Your reps stop doing data cleanup by hand, and your manager walks into the review already knowing which deals are at risk.
Keep competitive battlecards current
Build an agent that watches your competitors' public pages and your won/lost deals, then keeps each battlecard accurate so reps walk into competitive deals with current facts, not last quarter's.
Pre-call account research and personalized outreach
Build an owned agent that pulls real facts on an account from your CRM and public sources, writes a short research brief, and drafts a personalized first message your rep reviews before sending.
AI for sales — common questions
What sales tasks can AI actually help with?
The repeatable prep around selling: qualifying and routing inbound leads, researching accounts before a call, cleaning the CRM and writing the pipeline summary, refreshing competitive battlecards, and prepping renewals. The agent does the research, drafting, and data work; the rep still owns the conversation and the judgment.
Which sales use cases should we automate first?
Start with the high-ease, lower-risk ones — CRM hygiene and pipeline summaries, and pre-call account research. Keep a human on anything customer-facing: draft outreach for a rep to send rather than letting an agent message prospects unsupervised.
Will this replace our reps?
No. It removes the dead time — research, admin, data entry — so reps spend more of the week selling. Every guide keeps the rep in control of the relationship and the close; the tool just hands them a faster, better-prepared start.
Want help shipping one of these?
We'll build it with your team, on your real work, and leave you owning it.