Agent Use Cases

Automated AI workflows that connect your tools, run on schedule, and deliver results — without lifting a finger. Two of the highest-impact starting points: how to use AI for sales prospecting and how to use an AI agent to sort emails.

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Sales

Post-Call CRM Updates

Automatically update Salesforce after every sales call — deal signals, follow-up emails, and team summaries in 90 seconds.

Pipeline Health Briefing

Manager-ready pipeline briefing delivered to Slack every morning with deal-by-deal risk scores.

Lead Research & Enrichment

Enrich and ICP-score your prospect list overnight with decision-maker maps and personalization angles.

Meeting Prep Automation

One-page account brief with deal history, stakeholder map, and talking points delivered before every call.

Win/Loss Analysis

Quarterly win/loss reports built from Gong transcripts and Salesforce records — real data, not survey samples.

Competitive Deal Intelligence

Continuous competitor monitoring matched to your active deals with deal-specific battlecards.

Meeting to CRM

Granola meeting notes turned into structured Salesforce updates within minutes.

Calendar No-Show Recovery Agent

Missed demos, onboarding calls, and interviews turned into Gmail recovery drafts with Slack approval for priority contacts.

Voice Call Follow-Up

Retell AI call transcripts processed, leads scored, and personalized follow-up emails sent automatically.

Self-Learning LinkedIn Outreach

Weekly HeyReach campaign optimization — auto-rewrites underperforming LinkedIn messages.

Outbound Sequence Watchdog

Catch dead sequences before they burn your domain — monitors deliverability and pauses risky campaigns.

Account Prep Brief

CRM, email, support, and Slack context rolled into one account brief before every QBR, renewal, or executive touchpoint.

Pipeline Intervention Brief

Stalled deals flagged with evidence from calls and CRM—plus ranked plays for rep and manager before the quarter slips.

Finance

Revenue Variance Analysis

Daily revenue compared against plan, with driver-level variance analysis delivered before standup.

Month-End Close

Revenue reconciled, anomalies flagged, misclassifications caught, and a formatted close package delivered.

Month End Close Package

Board-ready close package: reconciled financials, variance narratives, exception logs, and sign-offs in one polished bundle.

Investor Update Draft

Monthly investor updates with live metrics from Stripe, Salesforce, and PostHog — narrative written automatically.

Cash Flow Forecasting

Rolling 13-week forecast with base, downside, and upside scenarios updated every Monday.

Expense Policy Compliance

Every Brex transaction checked against your policy — only violations surface.

POS-to-Books Reconciliation

Square and Zoho reconciled every morning, not at month-end.

Legal & Paralegal

Contract Redline Brief

Incoming contracts reviewed against your playbook with fallback language drafted before counsel opens the document.

Due Diligence Report

Data room documents read, cross-referenced, and risk-flagged against your diligence checklist.

Litigation Prep Brief

Every relevant email, contract, and account record gathered into a litigation prep brief.

Compliance Change Monitor

Weekly regulatory scanning with company-specific filtering and deadline tracking.

Security Questionnaire Agent

Evidence-backed security questionnaire responses with source links, unsupported-claim flags, and Slack approvals.

Vendor Agreement Audit

Vendor renewals audited 60 days out — contract terms, spend, and usage in one brief.

Marketing

Traffic Drop Diagnosis

Automatic diagnosis of traffic drops with root cause analysis and recommended fixes.

Attribution & CAC by Channel

True customer acquisition cost by channel calculated weekly from Stripe revenue and ad spend.

SEO Audit Quick Wins

Weekly SEO audits identifying technical issues, content gaps, and competitor ranking opportunities.

Content Performance Analysis

Connect content engagement to downstream pipeline and revenue — see which posts source deals.

Cross-Channel Performance

Unified marketing dashboard assembled automatically from GA, ad platforms, CRM, and email.

Social Listening Brief

Daily Reddit and X crawl for brand mentions, competitor discussions, and industry trends.

E-Commerce Anomaly Investigator

Revenue anomalies surfaced daily with root cause tracing across Shopify and Stripe.

E-Commerce Revenue Attribution

Klaviyo flow metrics validated against Shopify orders to strip out inflated attribution.

Influencer Campaign ROI

Per-influencer ROI with audience quality data, UTM traffic, and Shopify conversions.

Competitor Ad Intelligence

Weekly competitor ad monitoring across LinkedIn, Google, and Meta with creative analysis.

Email Newsletter Health

Weekly email list audit — subscriber engagement, list growth, deliverability, and cleanup recommendations.

AI Script Generation

From creative brief to broadcast-ready video, ad, or podcast script — delivered to Docs or Notion.

AI Post Generation

One brief turns into platform-optimized posts for LinkedIn, X, Instagram, and your blog — batched and scheduled.

Customer Success

Renewal Risk Radar

At-risk renewals flagged 90 days out using usage, billing, and sentiment signals.

Customer Health Expansion Brief

Expansion-ready customer health briefs assembled from Gainsight, Salesforce, and Slack before account reviews.

Support Escalation Brief

Escalation briefs assembled from tickets, account context, and product traces automatically.

Onboarding Progress Tracking

Track activation milestones and alert CSMs on stalled accounts.

NPS Follow-Up Automation

Detractor responses routed to CSMs with full account context and draft replies.

Support Knowledge Gap Finder

Identify missing KB articles from resolved tickets and draft them automatically.

Support Ticket Deflection Audit

Audit repeat support tickets against knowledge base coverage before approving safe self-serve deflection.

Community Pulse Digest

Actionable signals from community channels with account context attached.

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Agent Use Cases

Sales

Post-Call CRM Updates

Pipeline Health Briefing

Lead Research & Enrichment

Meeting Prep Automation

Win/Loss Analysis

Competitive Deal Intelligence

Meeting to CRM

Calendar No-Show Recovery Agent

Voice Call Follow-Up

Self-Learning LinkedIn Outreach

Outbound Sequence Watchdog

Account Prep Brief

Pipeline Intervention Brief

Finance

Revenue Variance Analysis

Month-End Close

Month End Close Package

Investor Update Draft

Cash Flow Forecasting

Expense Policy Compliance

POS-to-Books Reconciliation

Legal & Paralegal

Contract Redline Brief

Due Diligence Report

Litigation Prep Brief

Compliance Change Monitor

Security Questionnaire Agent

Vendor Agreement Audit

Marketing

Traffic Drop Diagnosis

Attribution & CAC by Channel

SEO Audit Quick Wins

Content Performance Analysis

Cross-Channel Performance

Social Listening Brief

E-Commerce Anomaly Investigator

E-Commerce Revenue Attribution

Influencer Campaign ROI

Competitor Ad Intelligence

Email Newsletter Health

AI Script Generation

AI Post Generation

Customer Success

Renewal Risk Radar

Customer Health Expansion Brief

Support Escalation Brief

Onboarding Progress Tracking

NPS Follow-Up Automation

Support Knowledge Gap Finder

Support Ticket Deflection Audit

Community Pulse Digest

Ops & Chief of Staff

Monday Executive Brief

Executive Inbox Triage

Meeting Action Extractor

Cross-Project Risk Detector

Incident Response Brief

Sprint Retrospective

Design-Dev Handoff Tracker

Microsoft Morning Brief

Transactional Email Watchdog

Meeting Commitments Tracker

Knowledge Base Audit

Form Intake Router

Outlook Scheduling Automation

Business Process Automation

Small Business Automation

AI Agents for Small Businesses

Data & Analytics

Automated KPI Report

Cohort Retention Analysis

Funnel Behavior Analysis

Data Quality Monitor

Custom Dataset Builder

Metric Root Cause Analysis

Scenario Modeling

Feature Adoption Tracker

Strategy & Research