Time to deploy a change
Deploy time = workflow live date − change requested dateTracks how quickly process changes reach production. Compare with the time before using the builder.
AI agentPlatform
AI workflow builder agent
An AI workflow builder agent is software that turns a described business process into a draft workflow, with steps, conditions, approvers, notifications and deadlines, without writing code.
- People stay in control
- Every action is logged
- Start with a small sample
Process description from the owner
Existing workflow definitions
Approval and spending policies
Role and approver lists
AI workflow builder agentPrepared for review
- ✓Draft workflow with steps and conditions
- ✓List of open questions
- ✓Notification and deadline settings
- ✓Plain-language summary of the design
Handed toProcess owner receives the draft to review
4inputs it reads
6steps in the walkthrough
3points where a person decides
4outputs it prepares
See it run
Agent Record PersonWatch it work
Live walkthrough
- 1Describe processPerson
- 2Draft structureAgent
- 3Raise gapsAgent
- 4Owner reviewsPerson
- 5Admin activatesPerson
- 6Alerts runRecord
A process owner explains the workflow in plain words.
The agent proposes steps, conditions, approvers and deadlines.
It asks about missing owners, exceptions and unclear conditions.
The owner edits the draft and tests it with sample cases.
An administrator turns the workflow on in the live system.
Notifications and deadline reminders follow the approved design.
The basics
What is an AI workflow builder agent?
The workflow builder agent turns a described process into a draft workflow. It sets the steps, branches, approver roles and conditions based on amount, category, vendor risk or department, adds reminders and escalation points, and summarises the logic in plain language. It also proposes edits to existing flows. It reads the description, current workflows, roles, approver lists and service targets.
Read the full explanation
It hands the process owner a draft and a summary showing how a request would move. The owner accepts, edits or rejects it, finance and legal set the control rules, and an administrator releases the workflow. The builder publishes nothing and decides no request. Every draft and proposed change is logged for review.
Where it breaks
What this agent does
Each task below is something the agent prepares, checks, drafts or routes, with a person keeping the decision.
It converts a plain-language process into steps, branches and approver roles.
It proposes rules based on amount, category, vendor risk or department, and shows how a request would flow.
It suggests reminders, escalation points and service levels so requests do not stall.
It summarises the logic in plain language, so reviewers can see what will happen before it is used.
It proposes edits when the process changes and shows what the edit affects.
The path
Reads, decides, does
- 01Reads
The process description, existing workflows, roles and approver lists, notification settings and service level targets.
- 02Decides
How a description translates into steps and conditions, which details are missing, and how reminders and escalations should be set.
- 03Does
Creates a draft workflow and a summary of its logic. It does not publish a workflow or approve any request that passes through it.
- 04Notification and SLA specialist
Sets reminders, escalations and deadlines for each step.
Want to see this flow on your own items?
Book a demoBring a small sample and watch Flo work through it.
Under the hood
Inside the work
| Aspect | By hand | With the agent |
|---|---|---|
| Design effort | Building a workflow means configuring each step in an admin screen. | A described process becomes a first draft the owner can edit. |
| Missing details | Gaps such as absent approvers appear after the workflow is live. | The agent raises open questions on owners and exceptions before review. |
| Deadlines | Deadlines and reminders are added inconsistently or forgotten. | Notifications and time limits are proposed with each step. |
| Explaining changes | Few people can say what a workflow does or why. | The agent can describe each step and condition in plain language. |
| Iteration | A small change needs an administrator and a ticket. | The owner can request changes and review the updated draft. |
| If | Then | Who decides |
|---|---|---|
| A step has no named approver or role | Asks who should approve and leaves the step open | Process owner names the role |
| A condition depends on an amount or category the description leaves vague | Asks for the rule instead of inventing one | Finance or policy owner sets it |
| A step could wait forever | Proposes a reminder and an escalation path | Process owner approves |
| The draft changes who can approve spend | Marks it for finance and policy review | Finance decides |
| An existing workflow would be changed | Shows the before and after | Administrator decides whether to apply it |
| A requested step is beyond what the system supports | Says so and suggests a manual step | Administrator advises |
Reads
- Process description from the owner
- Existing workflow definitions
- Approval and spending policies
- Role and approver lists
Produces
- Draft workflow with steps and conditions
- List of open questions
- Notification and deadline settings
- Plain-language summary of the design
Hands over to
- Process owner receives the draft to review
- Administrator receives the approved design to activate
- Approvers receive notice of their new responsibilities
Conflicting instructions in the description
The agent points out the conflict and asks which rule wins. The process owner resolves it before the draft is finalised.
Approver is on leave
The draft can include a delegate or escalation role if the owner asks. People decide who holds that authority.
Exceptions are the norm
The agent suggests a simpler main path with an exception route rather than many branches. The owner decides how much complexity is worth it.
Workflow touches several departments
The agent lists each department's step and asks each owner to confirm. The sponsor decides if the design is accepted.
- Process owner
- Describes the process, answers the agent's questions and approves the design.
- System administrator
- Activates and maintains workflows in the live system.
- Finance or policy owner
- Sets approval limits and rules the workflow must follow.
- Approver
- Confirms they can take on the steps assigned and respond in time.
People and control
What stays with people
- ✓Process owners approve the designThe draft is theirs to accept, edit or reject.
- ✓Finance and legal set the rulesApproval limits and control requirements come from them.
- ✓Administrators activate changesA workflow goes live only when a person releases it.
- ✓Approvers keep decision rightsA workflow routes requests; it does not decide them.
- ✓Teams review resultsWatching how a new flow performs shows what to adjust.
Signs you would benefit
- •Workflow changes queue upAdministrators spend time on small edits.
- •Nobody remembers why a rule existsWorkflows are changed without documentation.
- •Requests stallApprovals wait with no reminder or escalation.
- •Process owners cannot self-serveThey depend on others to translate their needs into settings.
Not sure where AI workflow builder agent fits in your process?
Talk it through with the team. We will map it to your steps and show where a person stays in control.
- Works from a sample of your real items
- Shows what Flo handles and what it hands over
- No commitment to start
Rollout
Rolling it out
- 1Simple workflow
Begin with a low-risk process, such as a notification flow, where mistakes are easy to spot.
- 2Test with samples
Run example cases through the draft and compare with how the process actually works.
- 3Add approvals
Introduce approval workflows once finance and policy owners are comfortable with the review step.
- 4Keep a change log
Record who approved each workflow and revision so later changes can be traced.
The numbersMetric 1 Metric 2 Metric 3
How to measure it
Set your own baseline first. We do not publish benchmarks without a source you can check.Draft acceptance rate
Accepted (%) =
drafts activated with minor or no editsdrafts generated× 100
Shows how well the drafts match what owners want. Low values suggest descriptions need more detail.
SLA breach rate
Breach (%) =
steps that passed their deadlinetotal steps with a deadline× 100
Indicates whether the notifications and escalations in the workflow keep requests moving.
Questions
Frequently asked questions
Quick answers to what people ask most about AI workflow builder agent.
Book a demoWhat is an AI workflow builder?
It is a tool that creates a draft workflow from a plain-language description of a process. The draft covers steps, approvers, rules and reminders, and a person reviews it before it is used.
Do I need technical skills to use it?
No coding is needed. You describe the process in words and review the result. Understanding your own approval rules is the main requirement.
Can it change approval limits on its own?
No. It proposes a draft, and an authorised person must review and activate it. Changes to approval rules should follow your usual governance.
How does it handle deadlines and notifications?
It can suggest reminders, escalation steps and service level targets for each stage, and the owner adjusts them. Notifications then follow the rules the owner approved.
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See all 324 AI agent pages →Try AI workflow builder agent on your own data
Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.
- People approve, sign and pay
- Every action is logged
- Start with a small sample
