More useful sales context
Capture agreed qualification fields and unresolved questions before the handoff.
LEAD QUALIFICATION · AI WORKFORCE
Give sales a qualified next conversation.
Every enquiry worked to a booked meeting, a documented follow-up or a clean disqualification in your CRM.
A defined business outcomeEvidence in your systemsHire or build the responsible role
WHAT BETTER LOOKS LIKE
Start with the result your team needs.
These are the intended outcomes to validate for your deployment. Judge the employee by the work completed and the exceptions handled, not by conversation volume alone.
A next step with an owner
Verify the meeting or follow-up assignment against the relevant calendar and CRM.
Promises stay within authority
Route pricing and suitability questions without inventing commitments to secure a meeting.
THE EVIDENCE STANDARD
Qualification should be visible in the opportunity.
Measure the pilot against agreed completion criteria and verify each outcome in your systems.
WHAT COMPLETION LOOKS LIKE
A meeting sales can actually act on.
Completion follows confirmed evidence. Each state below depends on the required source record.
Qualified opportunity
Requirements captured
Agreed qualification fields saved
Awaiting next source confirmationRequirements captured
Agreed qualification fields saved
Shown in this exampleMeeting confirmed
Calendar booking linked to the opportunity
Pending evidenceFollow-up owned
Sales owner receives the context and open questions
Pending evidence
A confirmed meeting is not a closed sale. Commercial exceptions stay with the sales owner. No live records or measured performance are shown.
| Outcome to validate | Evidence that supports it | What is not sufficient |
|---|---|---|
| Qualified enquiry | Required qualification fields, source responses and open questions are recorded. | Every contacted lead labelled qualified. |
| Confirmed next step | Calendar reference or assigned CRM task with an owner. | A proposed time in a conversation. |
| Sales usefulness | Sales review and downstream outcomes for a defined lead cohort. | A meeting count presented as revenue. |
Compare against your own baseline.
Agree qualification criteria before a pilot. Compare completeness, correct routing, confirmed meetings and sales acceptance for comparable lead sources. Track attendance and downstream conversion separately; attribution requires more than a booking event.
THE WORKFLOW
See the responsibility in action.
See the employee’s actions, the record it prepares and when a person takes ownership.
PETER AT WORK
He qualifies. He books. He follows through.
Peter autonomously qualifies leads, answers approved product questions, books meetings, updates your CRM and manages follow-ups. Switch to an exception to see when, and why, your team steps in.
The conversation
We need to qualify inbound leads across two sales teams. Can we see a demo?
PETER
Which team would attend, and what would you like to improve first?
Conversation → structured context
Peter
Capture qualification in CRM
Autonomous · within your rules
CRM + calendar
People join only when needed
Sales opportunity
- Need · inbound qualification
- Team · regional sales
- Next step · product demo
SYSTEM ACTION
Capture qualification in CRM
Awaiting workflow steps
Step 1 of 4 · Qualify
Example sequence only. Channels, integrations and permitted actions are configured and validated for your deployment.
PUT A ROLE BEHIND THE OUTCOME
Hire the employee who owns the responsibility.
Choose a pre-built role, then configure its knowledge, supported actions and limits for your environment.
Peter
AI SDR
Qualify enquiries, verify meeting bookings and save follow-up context.
Hire Peter →
Kavya
AI Insurance Sales Agent
Capture insurance requirements and route qualified enquiries to an advisor.
Hire Kavya →MAKE THE OUTCOME SUPPORTABLE
Agree the access, authority and evidence.
A credible pilot needs the right source records and clear boundaries. Review the proposed scope with the owners who will operate and assess it.
Connect the source of truth
Connect lead sources, CRM, approved product knowledge and host availability. Confirm owner routing, required fields, duplicate handling and permitted contact channels before launch.
Review integration requirements →Keep decisions with the right owner
Discount guarantees, non-standard terms and personal product recommendations require the appropriate sales or advisory owner. Missing qualification information should remain visible, not be filled in by inference.
Review governance & security →Bring evidence to the first discussion.
Share anonymized examples, the current outcome definition, baseline measurements and cases that went wrong. Agree the test cohort, observation window and release criteria. Keep unresolved and failed cases visible in the evaluation.
LEAD QUALIFICATION QUESTIONS
Understand the outcome, and its limits.
What is AI lead qualification?
AI lead qualification is a workflow an AI employee owns from first contact through to the record that proves the outcome: a booked meeting, a documented follow-up or a clean disqualification in your CRM.
How is an AI sales employee different from lead scoring?
A score prioritizes a lead. Peter’s configured responsibility can include contacting the lead, asking qualification questions, recording answers and arranging the next step through supported connections. Define completion by the saved CRM record and confirmed next action, not a score or conversation alone.
When should Peter hand off to a salesperson?
Agree the triggers before release: a qualified opportunity, a request for negotiated terms, conflicting account information or a question outside approved knowledge. Preserve the customer request, qualification answers and attempted actions, and assign the next step to a sales owner.
Can we replace an existing outreach sequence gradually?
Start with a limited lead cohort. Reconcile ownership, consent, opt-outs and scheduled meetings, then stop the previous sequence for those leads before enabling the replacement. Keep a rollback owner and check for duplicate outreach and CRM records.
Who decides whether a lead is qualified?
Your team defines the criteria, required fields and exclusions. The role gathers and records the relevant information against that scope. Review a sample with sales before treating the qualification label as a dependable outcome.
Does booking a meeting prove sales impact?
It proves a scheduling outcome only when the booking is confirmed. Attendance, sales acceptance and eventual conversion are separate results. Use comparable cohorts and an explicit attribution method before claiming revenue impact.
Can the employee negotiate to secure a meeting?
The examples explain approved product facts and route commercial exceptions. They do not authorize a discount guarantee or a non-standard commitment. Set the boundaries explicitly and include negotiation requests in testing.
How are duplicate enquiries handled?
Define matching rules for the CRM and ownership rules for existing opportunities. Test repeat submissions and uncertain calendar writes so follow-up does not create conflicting records or duplicate meetings.
How do we measure success?
Agree a baseline and completion criteria for the workflow. Compare outcomes using your source records, including verified system changes, human review and unresolved cases.
Can we hire a pre-built employee or build our own?
Both. Start with a pre-built responsibility shown here, or design a custom role around your outcome. In either case, scope knowledge, system access, permitted actions and exception ownership before launch.
What do we need for a pilot?
Bring the target outcome, baseline records, representative requests and exceptions, required systems and an accountable owner. Agree success criteria and data-handling requirements before testing. Timing depends on access, integration and review work rather than a universal launch promise.
Which integrations and channels are supported?
Confirm the specific systems, API operations, access requirements and channels with the implementation team. The categories here are a scoping guide, not a native-integration guarantee. Test failure handling and result verification as well as successful interactions.
CUSTOMER REVIEWS ON G2
From conversations to completed work.
4.9/ 5
1 / 7
START WITH A RESULT YOU CAN VERIFY
What would a better outcome look like for your team?
Bring one responsibility and the records that define success. We’ll scope the employee and the evidence needed to evaluate it.