AI agent examples.

Old way. Marketing manager spends Friday afternoon pulling Google Analytics, ad platforms, and CRM into a slide deck.

New way. Reporting agent assembles the multi-channel report, ranks the wins and gaps, and posts it to Slack at 5pm.

Outcome. 4 hours saved per week. Report quality up because data is consistent.

Run by the Marketing team →

Old way. SDR researches each lead manually before booking a call. Most get a 90-second pass.

New way. Qualification agent enriches every lead, scores intent, drafts a talking-points doc, and routes to the right rep.

Outcome. Average research depth up 6x. Reps walk into calls with context.

Run by the Sales team →

Old way. Templated sequences with a few mail-merge fields. Reply rate under 2%.

New way. Outbound agent personalizes every message based on the prospect's recent activity and the ICP fit signals.

Outcome. Reply rate doubles. Reps focus on conversations, not drafting.

Run by the Sales team →

Old way. Inbound tickets queue. First-response SLA slips during peak hours.

New way. Triage agent classifies, drafts replies for routine tickets, and only routes edge cases to humans.

Outcome. First response under 2 minutes. Human agents handle 60% fewer tickets.

Run by the Operations team →

Old way. Quarterly cleanup project. Duplicates, stale fields, missing data persist for weeks.

New way. Hygiene agent runs daily: dedupes records, fills gaps, flags suspicious entries.

Outcome. CRM data stays clean continuously. No more cleanup projects.

Run by the Operations team →

Old way. Senior engineer is a bottleneck on every review. Junior PRs sit for days.

New way. Review agent posts first-pass comments on style, bugs, and security within minutes.

Outcome. Time to first comment drops to under 5 minutes. Seniors only weigh in on what matters.

Run by the Developer team →

Old way. Quarterly upgrade sprint. Often deferred indefinitely.

New way. Maintenance agent opens upgrade PRs weekly with test runs and changelog summaries.

Outcome. Dependencies stay current. Security patches land within days.

Run by the Developer team →

Old way. Freelance writers, editorial review, multi-week cycle from brief to publish.

New way. Content team drafts on-brand long-form articles with internal linking, ready for editor review same day.

Outcome. Output volume up 5x. Editor focus shifts to strategy and quality bar.

Run by the Content team →

Old way. One article, one channel. Newsletter, social, and short-form variants rarely produced.

New way. Repurposing agent reshapes every piece into newsletter, LinkedIn, X, and short-video scripts.

Outcome. Reach per piece up 3-4x. Production cost per asset stays flat.

Run by the Content team →

Old way. Social manager schedules sporadic posts. Replies pile up unanswered.

New way. Social agent publishes daily on-brand posts, monitors mentions, and drafts replies.

Outcome. Posting cadence consistent. Mention response rate near 100%.

Run by the Social team →