AI agents · Use cases
AI agents and automation for your workflows
Work stalls in the gaps between steps and systems, waiting for someone to move it along. We automate those gaps, using deterministic automation for the predictable work and AI agents where judgment is needed, so work keeps moving on its own.
The problem
Work only moves when someone pushes it
In most businesses, work stalls between steps: a task finishes but the next person doesn't know, a system is updated but another isn't, an approval is needed but no one's chasing it. Someone has to notice and move it along, and when they're busy, it waits.
The gaps between the steps are where time and momentum leak out.
What it does
What workflow automation does
Workflow automation handles the movement of work between steps and systems that a person currently drives by hand, in sequence.
Trigger
Starts the next step automatically when something happens.
Route
Sends work and information to the right person or system.
Update
Keeps your systems in sync so nothing is manually re-entered.
Notify
Tells the right people when they need to act.
Escalate
Flags what's stuck or overdue so it doesn't sit silently.
The real value
The connective tissue between your steps and systems
This is the layer that makes everything else flow. It links the steps of a process and the systems behind them, so work moves from one stage to the next without a manual handoff.
An agent finishes a task, automation moves it on, another agent or system picks it up.
Predictable, rule-based steps run as reliable deterministic automation.
Judgment steps are handled by an AI agent, with a person on anything high-stakes.
Knowing which is which — deterministic where it can be, agent where it needs to be — is what makes the result dependable.
Accuracy & control
Reliable by design, people on the exceptions
Predictable, rule-based work runs as deterministic automation, which is more reliable than pointing AI at it. Judgment steps use an agent, with a person on anything high-stakes.
Everything is logged, and exceptions surface rather than failing silently, so the automation is dependable rather than a black box.
Where it helps
Where workflow automation helps
Every industry, wherever work moves between steps and systems. It underpins the other use cases on this site, from reporting to onboarding to finance.
How we build
How we build it
We start with the workflow, not the tool. We map how the work moves and where a person stays in control, build and pilot the automation on one real workflow, then roll it out and connect it to the systems the work needs to reach. It works inside the tools you already use.
FAQ
Frequently asked questions
What is workflow automation?
It's automating the movement of work between steps and systems, so a process flows without someone manually pushing it along. It combines deterministic automation for predictable work with AI agents where judgment is needed.
Is this AI, or just automation?
Both, deliberately. Most workflow steps are predictable and best handled by reliable automation. AI agents are used only where a step genuinely needs judgment. Using the right one for each step is what makes it dependable.
How is this different from your integration and automation service?
This explains the capability. The integration and automation service is the engagement you hire us for to scope, build and manage it.
What if something goes wrong?
Everything is logged and exceptions surface rather than failing silently, so issues are visible and contained.
How do we get started?
Show us one task your team currently does by hand. We'll build an AI agent that does it, free, running on your real work for 30 days.
Keep reading
Related
- Capability
AI agents overview
How our agents work, across every use case and industry.
Read more - Service
Integration and automation
The engagement you hire us for to scope, build and manage the automation.
Read more - Capability
Custom integrations
The connections underneath, so systems talk to each other cleanly.
Read more - Use case
AI agents for document processing
One of the other use cases this automation layer underpins.
Read more
What clients say
It was great working with Josh. He's an Asana Certified Pro Expert and he definitely proved it to us! What a great job! It improved our team's efficiency x10. Now we have a 90% automated Asana workflow! Definitely recommend. Great communication and great work. Thanks Josh!
Get started
Show us one task your team does by hand
We'll build an AI agent that does it, free, running on your real work for 30 days. No access to your systems, no cost, and no obligation at the end.