Managed AI agent role
Follow-up & Revenue Recovery Agent for one measurable queue.
Run approved follow-up for leads, quotes, carts, renewals, or dormant opportunities, then route sales-ready conversations to a human. The agent records every response and stops when consent, intent, or policy requires it.
Scope before software
What a credible first deployment must define.
Workload the agent owns
The role executes a pre-approved follow-up policy, not open-ended selling.
- Detect an eligible lead, quote, cart, renewal, or dormant record
- Send the approved message sequence at permitted times
- Classify replies and stop, continue, or route according to intent
- Update status, response, next action, and owner in the source system
Systems it may need
The agent needs reliable trigger data and a system of record before it needs more channels.
- CRM, lead database, quote tracker, or commerce platform
- Approved email, WhatsApp, SMS, or calling workflow
- Consent, suppression, do-not-contact, and contact-frequency records
- Offer rules, qualification criteria, and human ownership mapping
Guardrails and escalation
Contact policy, consent, and commercial authority are hard boundaries—not prompt suggestions.
- Opt-outs, negative intent, and suppression rules stop outreach immediately
- Discounts, refunds, credit terms, and contractual promises require approval
- Sensitive replies and high-value opportunities route to the accountable seller
- Every action is logged for sequence and outcome review
KPIs and starting scope
Start with one eligible segment and one approved sequence, then compare against the previous follow-up baseline.
- Eligible records contacted within the defined service window
- Positive reply and sales-qualified conversation rates
- Recovered opportunities or booked next steps
- Start scope excludes purchased lists, unsolicited bulk outreach, and unapproved offers
Fit check
Know when to deploy—and when to wait.
The right first workload is repetitive, measurable, digitally accessible, and has a named human exception owner.
Good first scope
- Eligible follow-ups are routinely delayed or forgotten
- Trigger and contact-permission data is reliable
- The team has approved sequences and stop rules
- Recovered replies or opportunities can be attributed
Not ready yet
- The plan depends on purchased or unconsented contact lists
- Lead status is not maintained anywhere
- Every response needs senior negotiation
- No seller is available for routed opportunities
Buyer objections
Questions to resolve before signing.
Is this a bulk messaging tool?
No. A managed follow-up agent should act on an approved, eligible business event and respect consent, suppression, frequency, and channel rules. It is not a workaround for unsolicited outreach.
Can it negotiate discounts with leads?
Not by default. The agent can identify intent and prepare the next step, but price exceptions and binding commitments should remain approval-gated.
How do we avoid robotic messages?
Start with a small set of approved message patterns tied to real context and intent. Review response and escalation logs; do not generate unrestricted persuasion copy for every contact.
Are messaging and model charges included?
No. Model/API usage, messaging or telephony, infrastructure, data cleanup, custom ERP work, and support outside the included measurement period are scoped separately.
Continue the evaluation
Continue your deployment evaluation.
No-pressure scope check
Check whether the follow-up & revenue recovery agent has a credible operating case.
The audit estimates suitability, capacity returned, setup-cost recovery, and answer confidence. A weak case should lead to a narrower scope or no deployment—not a forced sales call.
Start the Agent ROI Audit