Workflow library
Frontier automations
The most ambitious AI builds we found running in production at real companies, each with its source. 7 workflows, each linked to a real public source, with architecture, tools and human checkpoints.
End-to-end systems
Starts from your best customers and ends with booked meetings.
6 stagesInbound lead agent with voice follow-upEvery inbound lead is researched, qualified into a typed label, and gets a drafted reply approved in Slack.
5 stagesCall intelligence systemEvery sales call is prepped by an agent, turned into structured CRM fields afterwards, and added to a won/lost corpus that answers messaging and competitor questions in Slack.
6 stagesClosed-lost and competitor displacement engineMines your CRM and public data for accounts you can win back or take from a competitor, researches each one, and writes outreach that references the real history.
6 stagesAutonomous support agent with actionsA support agent that answers from your docs, follows policy, performs real actions like refunds and plan changes, collects pre-work for engineers, and hands off cleanly.
6 stagesProduct-signal expansion engineUsage, billing and support signals become account scores in the CRM.
6 stagesSelf-improving ad creative loopPerformance data in; hundreds of on-brand, limit-checked variants out, rendered into creative by a Figma plugin.
6 stagesContent engine that tracks rankings and rewritesFinds real questions, drafts with focused editor agents, publishes after a human edit, then watches rankings and rewrites pages that stall.
5 stagesProgrammatic SEO loopGenerates useful pages from structured data you own (integrations, templates, use cases), measures which earn traffic, and improves or prunes the template.
5 stagesCompetitor intelligence agentWatches competitor pricing, pages, ads and community chatter, diffs the changes, explains them, and sends a weekly brief to sales and product.
6 stagesAI recruiting pipelineSources candidates, screens out fraud, gives every applicant a short AI first-round interview, and hands the team a ranked shortlist with transcripts.
6 stagesCompany brain: docs, data and tickets in SlackA Slack agent that answers from docs and past threads with sources, answers data questions with SQL, files tickets from conversations, and reports gaps in your docs.
6 stagesFinance ops agentCodes expenses, chases receipts, three-way-matches invoices, recovers failed payments and sends an AR digest.
Building blocks
Every inbound form fill gets a deep-research pass on the person and company, a structured qualification verdict, and a drafted reply.
AI voice agent that calls new leads within minutesISpeedToLead: lead response time cut from about 100 minutes to under 5; 20–30 demos booked weekly by AI callsWhen a lead signs up, a voice agent calls them within a couple of minutes, asks one or two routing questions, and either texts a booking link or hands over to a rep.
Ad copy and creative variant agentAnthropic: ad copy work went from about 30 minutes per ad to 30 seconds; the Figma plugin generates up to 100 variations per batchAn agent reads a CSV of existing ads with performance, finds weak ones, and generates replacements that respect character limits (30 for headlines, 90 for descriptions) using two sub-agents.
Multi-agent first drafts for feature guidesA writer submits a feature name and help-doc links.
AI support agent that resolves, not deflectsIntercom Fin: 51% average resolution rate out of the box, up to 86% for some customers; Synthesia saved over 1,300 hours in six monthsA support agent answers from your knowledge base in your tone, follows your policies, and takes actions (refunds, account changes) through APIs, handing over to people when unsure..
Ask-your-data analyst agentTeam members ask questions in plain English; an agent writes SQL against your warehouse, runs it, checks the result and explains it, in several reasoning phases..
Abuse and trust-and-safety review agentVercel: 59% reduction in time to ticket closing in the first iterationFor platforms that host user content, reported URLs are analysed visually and textually for phishing, spam or copyright issues; the agent proposes an action and a security engineer makes the final call..
Agencies that build frontier automations
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