Salam! Looking for a 2-bed apartment in F-11, budget around 4 crore, within three months.
via website · AI agent is drafting a brief…
Leads · CRM
Name
Need
Status
Hamza R.
Office, G-9
Contacted
Ayesha K.
2-bed, F-11
New
Usman T.
Plot, B-17
Viewing
Sales appnow
Draft reply ready
3 listings match Ayesha’s brief in F-11. Review before it is sent.
EditApprove & send
Illustrative example · names and data are fictional
AI AUTOMATION & BUSINESS AGENTS
See the journey from enquiry to action.
Choose a business below. Watch how chatbots, approved knowledge and connected workflows can support your team—from the first question to a useful next step.
Real Estate / ILLUSTRATIVE WORKFLOW
An enquiry becomes a useful conversation.
Help property teams capture requirements, prepare a clear brief and give the right agent a visible next action.
Step 1 of 4
01 / THE ENQUIRY
Business assistantExample
Prospective buyer
I’m looking for a 2-bedroom home in Islamabad and want to buy within three months.
AI assistant
Which area and budget range should we include in the brief for your agent?
↗ Useful context, captured.
THE BUSINESS CHALLENGE
Enquiries scattered across inboxes. Missing details. Unclear ownership.
CONNECTED KNOWLEDGE↳ Approved support knowledge base↳ Account-recovery policy
03 / THE NEXT RIGHT ACTION
✓EXAMPLE HANDOVER
A support case with useful context
Issue
Account access
Context
Phone changed
Route
Account-recovery team
Human review stays visible.
Identity verification and sensitive changes stay with authorized staff.
FOR BUSINESS LEADERS
Which recurring issues need a product improvement, a clearer help article or additional support capacity?
WHAT THIS CAN IMPROVE↗ Less repeated context↗ More consistent guidance↗ Visible escalation paths
These are example workflows, not claims of deployed client results. Integrations, data permissions, evaluation and human-review boundaries are agreed for your business.
Business application enquiryTeam size and requirements not yet confirmed
Needs details
A person owns the next step.
AI can organize the brief and suggest a category. Your team checks the fit and decides how to respond.
A visible next action.
Connect opportunity, owner and timing so a promising conversation has somewhere to go.
Review the CRM demo requestSales owner · today
Due today
Confirm the missing project detailsAssigned consultant · next working day
Prepare draft
Check the proposal follow-upAccount owner · review before sending
Human review
Useful follow-up, with boundaries.
Agree message approvals, consent requirements and contact frequency before enabling automatic outreach.
See the signals behind the pipeline.
Enquiries captured120Across connected sources
Qualified enquiries42Against agreed criteria
Follow-ups due14For team review
Which sources bring relevant enquiries?Enquiries / qualified
Organic search
48 / 20
Referrals
32 / 12
Direct website
28 / 7
Paid campaigns
12 / 3
A clearer question for leadership.
Organic search has the most qualified enquiries in this example. Review lead value, attribution and follow-up before changing budget.
Example interfaces and figures—not client results or a live report.
Decision quality depends on complete, reliable data and agreed definitions. AI summaries should support your leadership team’s judgement, with important conclusions checked against the source.