Optimization Loop Sales
Lead Scoring Engine ML-backed scoring on firmographic + engagement signals. Weekly retrain against actual conversions.
Key metric: Prediction precision %
Optimization Loop Sales
Outbound Sequence Optimization Continuous A/B testing on email copy, subject lines, send times, CTA placement.
Key metric: Reply rate %, positive response %
Optimization Loop Sales
Pipeline Forecasting & Alerts Weekly forecast from time-series model. Flags at-risk deals. Optimizes stage velocity weights.
Key metric: Forecast accuracy (MAPE)
Proposal Generation Pipeline Triggered by "Proposal Requested" stage. Generates first-draft proposal in 15 minutes (vs. 4 hours).
Key metric: Time to proposal
Deal Intelligence Brief One-click pre-call research brief. Saves 30 min per discovery call.
Key metric: Prep time per call
Optimization Loop Marketing
Landing Page & Creative Optimization Agent generates copy + creative variants, routes traffic, measures conversion, and iterates. Each round compounds conversion.
Key metric: Conversion rate %
Optimization Loop Marketing
SEO Content Optimization Weekly ranking monitor. Identifies content gaps. Rewrites underperforming pages. Measures lift.
Key metric: Ranking improvement %
Simple Automation Marketing Competitive Intelligence Monitor Daily scrape of competitor sites, pricing, jobs, press. Weekly intel digest via Slack.
Key metric: Weekly digest
Simple Automation Marketing Email Nurture Content Generation Personalized 5–7 email nurture series generated from firmographic data in 30 min.
Key metric: Series production time
Simple Automation Marketing Content Generation from Insights Transcripts, survey data, release notes → blog posts, case studies, social variants.
Key metric: Content output / week
Optimization Loop Customer Success
Churn Prediction & Early Alert Weekly classifier on usage + support data. Predicts churn risk 30–90 days ahead. Tests intervention cadences.
Key metric: Churn reduction %
Optimization Loop Customer Success
Win/Loss Analysis Automation Scrapes lost renewal transcripts. Tests win-back messaging pivots. Measures win-back rate.
Key metric: Win-back rate %
Simple Automation Customer Success Health Score Automation Daily weighted health score. Routes at-risk accounts to CSM with recommended action.
Key metric: Account coverage
Simple Automation Customer Success QBR Automation & Prep Auto-generated QBR brief with usage, expansion opportunities, talking points. 3 hours to 20 min.
Key metric: Prep time saved, QBR consistency
Simple Automation Customer Success Renewal Intelligence Brief 90-day pre-renewal brief with terms, expansion potential, competitive risks.
Key metric: Net retention %
Simple Automation Customer Success Onboarding Task Automation Personalized onboarding checklist auto-generated from customer profile. Routes tasks in PM tool.
Key metric: Time to value
Optimization Loop Finance
Forecast vs. Actuals Analysis Monthly variance analysis by rep/segment. Reweights forecast for systematic bias.
Key metric: Forecast accuracy (MAPE)
Win/Loss Financial Analysis Monthly win rate + discount analysis by segment. Pricing intelligence exec summary.
Key metric: Discount creep, win rate
Board Reporting Automation Auto-pull KPIs, variance narrative, chart generation. 6 hours to 30 minutes.
Key metric: Board prep time
Contract Compliance & Renewal Tracking Monthly scan of contracts. Flags renewals 120/60/30 days out with risk notes.
Key metric: Missed renewal rate
Optimization Loop HR
Engagement & Sentiment Monitoring Pulse surveys + Slack sentiment. Tests interventions. Predicts flight risk 60+ days early.
Key metric: eNPS trend, attrition prediction
HR Slackbot In-Slack assistant that answers common HR questions — PTO policy, benefits, payroll, onboarding — with citations to your handbook.
Key metric: Tickets deflected, response time
Candidate Screening & Summarization Resume parse + rubric scoring. 1-page summary with recommendation. 30 min to 2 min per applicant.
Key metric: Time per applicant
Compensation & Equity Analysis Quarterly market benchmarking. Flags outliers, identifies equity gaps.
Key metric: Comp competitiveness