Workflow agents
An agent that watches for a trigger — a form, an email, a status change, a threshold — reasons about what should happen, and executes across your systems.
The short version: a copilot answers when asked; a workflow agent acts on a trigger — a form, an email, a status change, a threshold — and escalates only when confidence is low. A copilot saves minutes per query. A workflow agent removes an entire monitoring-and-response loop.
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What it is
A copilot answers when asked; a workflow agent acts on its own and escalates only when confidence is low. That distinction decides whether you save minutes per query or remove an entire monitoring-and-response loop.
Authority is explicit and narrow at first. Most clients begin with assembly-and-escalate — the agent does the lookup work and presents ranked options — which alone captures most of the time saving.
Who it’s for
Operations teams doing repetitive multi-system work: dispatch, scheduling, chasing, reconciliation, compliance checks.
What you get
An entire monitoring-and-response loop removed, not just minutes saved per query.
Every action logged with its reasoning, which is what makes expanding the agent’s authority later a decision you can defend rather than a leap of faith.
How we de-risk it
- Delegated authority only. The agent acts on the case types you’ve explicitly delegated and escalates everything else.
- Contractual and financial exposure always escalates, regardless of confidence.
- Shadow mode first. The agent logs what it would have done; you compare against what your team did.
- A documented rollback path at every deployment stage, tested before you need it.
Where this sits
Workflow agents cover the widest range of jobs — scheduling, exception handling, reconciliation and compliance evidence are the four we build most.
Frequently asked questions
How is this different from the automation we already run in Zapier or Power Automate?
Rules-based automation executes the path you anticipated. A workflow agent reasons about the cases the rules didn’t foresee — the ambiguous email, the partial data, the exception — and knows when to stop and ask.
What can it actually do without asking?
Only what you’ve explicitly delegated. Most clients start with notify-and-prepare, no autonomous actions at all, and expand authority as shadow mode builds evidence.
How do we know it’s still working three months in?
Every agent ships with an evaluation suite built from your real cases, run on a schedule and before any change. Agents don’t fail loudly — they drift — and the eval suite is how drift gets caught before a customer reports it.
What does it integrate with?
Anything with an API: ERP, CRM, CMMS, PMS, TMS, email, messaging. Where a system has no API, the audit says so in week one instead of month three.
Which category fits is the audit’s job
Most businesses arrive certain they need one of these and leave the audit having ranked a different workflow first.