Agent Templates

Extract structured data from invoices with AI, validate totals via a deterministic tool agent, and output auditable JSON with retry support.

AI ticket triage with sentiment analysis and RAG-powered response drafting. Classifies by priority, blocks spam, and stores new solutions.

Auto-process documents uploaded to S3 with text extraction, classification, and routing. Handles PDFs, images, and text files with retries.

Automated Stripe payment recovery with multi-stage personalized dunning emails. Tracks customer history and escalates from friendly reminders to pause notices.

Score transactions for fraud in real-time on Kafka streams. Uses velocity analysis, geo-anomaly detection, and pattern matching per customer.

Scheduled compliance scanning combining web search for regulatory updates, MCP docs, and knowledge base history. Produces scored summaries.

Monitor PostgreSQL changes via LISTEN/NOTIFY, classify events by impact, and route notifications to the right team. Stores high-impact changes for auditing.

End-to-end email support with IMAP polling, auto-reply filtering, and intent classification. Drafts contextual replies from your knowledge base.

Break complex research questions into sub-tasks, dispatch specialist agents in parallel, and synthesize web and internal data into structured, scored reports.

Validate and fulfill orders from SQS queues with fraud detection, inventory checks, and concurrency keys. Results publish to an outbound queue.

Enrich and qualify new signups by researching their company and scoring fit against your ideal customer profile. Saves qualified leads.

Multimodal Telegram assistant that processes text, images, voice, video, and documents. Searches the web, saves notes and knowledge, and schedules follow-up reminders with persistent sessions.