How the AI Workforce Works
AI that does more than answer.
Add task-specific agents where your team needs capacity. Start with customer conversations, then scope follow-up, service coordination, payment follow-through and retention around your systems and rules.
Abby · Customer conversations
One conversation, a clear next step.
Agree which incoming conversations and outbound actions are in scope. The channel details below distinguish demonstrated work from setup and pilot validation.
Phone
Incoming: Customer calls. Outgoing: Approved callbacks.
Call-to-booking and confirmation delivery demonstrated in a controlled FieldRevOS test.
Text
Incoming: Customer texts. Outgoing: Replies and confirmations.
Two-way delivery is configured. Booking is acceptance-tested for each pilot before rollout.
Email
Incoming: Inbox routing and reply setup. Outgoing: Booking confirmations; approved follow-up.
Confirmation delivery is demonstrated. Two-way conversational email still requires inbox setup and validation.
Website chat
Incoming: Visitor messages. Outgoing: Replies in the conversation.
Booking workflow enabled for validation; customer rollout follows an end-to-end acceptance check.
Abby captures request details and routes unresolved questions to a person. Private history requires identity verification. Each channel and workflow is configured and tested before customer use.
Behind the conversation
The work doesn't stop when the conversation does.
For each enabled workflow, FieldRevOS carries context from the request to the permitted action, then records the available outcome evidence. Your team sees what completed, what is waiting and what needs a decision.
01
Capture
Inbound calls and texts land in one place, tied to the customer's record.
02
Understand
The request is interpreted using your approved knowledge, rules, and customer history.
03
Decide
The next permitted action is selected — or the work is flagged for a human.
04
Act
Replies, bookings, and updates are made in the systems you've connected, within the settings you choose.
05
Verify
Nothing is reported as done until the connected system confirms it happened.
The verify step is a deliberate rule: FieldRevOS confirms an outcome once the connected system — calendar, CRM, messaging, or payments — has reported it back.
Specific jobs
Add AI where it has a job to do.
As your business needs more, specialized AI can take on specific jobs across the customer lifecycle — following up with leads, coordinating scheduling and dispatch, recovering missed opportunities, re-engaging customers, and helping drive repeat revenue.
You don't deploy a collection of bots. You add capabilities where they make sense for your business, with each workflow configured and approved before it goes live.
Customer conversations
First workflow · Abby. Capture the request, answer approved questions and arrange a confirmed next step on configured channels.
- Customer questions
- Contact capture
- Availability and booking
- Human handoff
Lead follow-up
Scoped expansion. Follow up on permitted inquiries and open estimates using available customer context and agreed contact rules.
- Missed inquiries
- Estimate follow-up
- Approved callbacks
- Reply tracking
Service coordination
Scoped expansion. Prepare clear handoffs and keep scheduling, job context and team responsibilities aligned.
- Scheduling handoffs
- Job context
- Team assignments
- Exceptions
Payment follow-through
Scoped expansion · accounting required. Surface unpaid work and prepare appropriate reminders after the accounting connection and approval rules are verified.
- Invoice status
- Approved reminders
- Payment receipts
- Human review
Customer retention
Scoped expansion · workflow setup required. Plan appropriate post-service follow-up, review requests and reactivation around consent and your customer relationships.
- Post-service contact
- Review requests
- Renewal reminders
- Reactivation
Start with Abby and one agreed customer workflow. From there, FieldRevOS can connect the work behind the scenes — following up, scheduling, recovering missed opportunities, and keeping customers moving. We add automation only where it has a clear job, and you approve how it works before it goes live.
Continuous Improvement Loop
Suggestions from the data, decisions from you.
FieldRevOS reviews conversations and outcomes with you, surfaces where a customer was left waiting or a follow-up went nowhere, and brings suggestions for workflow, knowledge, and prompt changes. Changes are reviewed with your team before application. Automated improvement queues are not included unless separately scoped and implemented.
Review → surface → recommend → you decide
What you control
- Approve or require review before outbound actions
- Set escalation rules — complaints, refunds, and sensitive requests go to a human
- Edit Abby's knowledge and channel rules from a private admin area
- Review recorded actions, outcomes and approvals for your connected workflows
One connected system. AI with specific jobs. Your team stays in control.
See it under the hood.
Review the architecture for system boundaries and controls, or start with a walkthrough of how FieldRevOS works.