Agent Playbooks

How to build AI agents for real workflows

Practical, deep playbooks for building production-grade agents that do real work, not demos. Each one covers the architecture, the build, a wireframe of the interface, and how to scale it without it breaking.

Finance and operations

AI Agent for Invoice Processing

Read invoices, match them to POs, flag exceptions, and post for approval, with a human in the loop.

Read the playbook →

AI Agent for Billing

Generate, send, and chase invoices, reconcile payments, and answer billing queries.

Coming soon

AI Agent for Reconciliation

Match payouts, statements, and ledgers and surface the mismatches that leak money.

Coming soon

Customer

AI Agent for Customer Support

Resolve tickets from your knowledge base, escalate the hard ones, and learn from every reply.

Coming soon

AI Agent for Lead Qualification

Enrich, score, and route inbound leads so sales only talks to the ready ones.

Coming soon

Marketing

AI Agent for Social Media

Plan, draft, schedule, and report on social content from a single brief.

Coming soon

AI Agent for Content Production

Turn briefs into researched, on-brand drafts with sources and internal links.

Coming soon

Productivity

AI Agent for Email and Inbox

Triage, draft replies, extract tasks, and keep the inbox at zero.

Coming soon

AI Agent for Scheduling and Time Management

Book meetings, protect focus time, and resolve calendar conflicts automatically.

Coming soon

AI Agent for Meeting Notes

Capture decisions and action items from calls and push them to your tools.

Coming soon

Data and operations

AI Agent for Document Processing

Extract structured data from messy PDFs and forms at scale, validated.

Coming soon

AI Agent for Inventory and Reordering

Watch stock and demand signals and trigger reorders before you run out.

Coming soon

HR

AI Agent for Recruitment Screening

Screen and rank applicants against the role, with auditable, bias-aware logic.

Coming soon

Want a deep-performing agent in your workflow?

Reading is one thing, shipping a reliable agent into production is another. Galific designs, builds, and runs agents that hold up under real load.

Tell us your workflow