What AI agents are, and which one you need
A chatbot answers; an agent acts. What separates the two, what a production agent is actually made of, and how to tell which workflow in your business is the right one to start with.
Everything we've written on this
Where AI agents pay off first in fintech
AI agents for fintech payments pay off first on compliance gates that block release, with $41.2M Year 1 volume. Book the $25,000 AI Transformation Sprint.
Read
Where AI agents pay off first in consulting
AI agents for consulting firms pay off first on knowledge search, proposals, and time capture — with published hours. Book the $25,000 AI Transformation Sprint.
Read
When a multi-step AI agent fails in production
A multi-step AI agent at 95% per step is about 66% end to end after eight steps. Split or gate it. Book the $25,000, two-week AI Transformation Sprint.
Read
AI patient intake EHR integration that works
AI patient intake EHR integration that cuts admin time when eligibility, consent, and chart write are one path. Book the $25,000 AI Transformation Sprint.
Read
Where AI agents pay off first in ecommerce ops
AI agents for ecommerce operations pay back first on returns, inventory, and exceptions — with published ROI. Book the $25,000 AI Transformation Sprint.
Read
Automation vs AI agents: when to upgrade
Your Zapier flows and RPA bots aren't obsolete: they're cheaper and more predictable than an agent for the work they fit. The line is your exception rate.
Read
When should an AI agent stop and ask a human?
An AI agent should stop when an action is hard to undo, a mistake would go unnoticed, or it isn't confident. Four supervision patterns, and how to choose.
Read
Five signs your business is ready for an AI agent
Readiness isn't enthusiasm, it's five specific conditions. The checklist we run before we agree to build, and what to do if you only meet three of them.
Read
AI agent vs chatbot: which one do you need?
A chatbot answers; an agent acts. The real distinction — autonomy, tools, and multi-step work — and how to tell which one your workflow actually needs.
Read
HIPAA compliant AI agents for healthcare teams
HIPAA compliant AI agents can run on PHI if the architecture is built for it: BAAs, minimum necessary, audit trails, and patterns that pass review.
Read
AI support automation SaaS: the 60% playbook
How AI support automation SaaS hits majority autonomous resolution without torching CSAT: tier design, escalation, and evals, with real numbers.
Read
The production AI agent stack we deploy
The six layers a production AI agent stack needs: model, orchestration, retrieval, evals, observability, guardrails, and where teams cut corners.
Read
Where AI agents for SaaS pay off first
Support triage, onboarding, and renewal risk — ranked by time-to-value from real deployments.
Read
Put a forward-deployed team on it.
If this is the kind of work you're trying to get into production, a 30-minute discovery call is the fastest path to a scoped plan.