Real Estate

Broker and Agency Firms

A brokerage firm with 15 agents and Rs 3 crore in annual commission runs almost entirely on personal phone relationships with zero operational infrastructure. Clarivis builds AI lead response, agent tracking, and commission reconciliation systems that let agency owners scale without losing control of what their team is actually doing.

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What this costs you

Leads from property portals are distributed over WhatsApp and agents follow up inconsistently with no way to track response rates

The agency owner has no visibility into which agents are active, which leads they are working, or which deals are close to closing

Commission reconciliation at the end of each month is a manual process that takes two to three days and frequently produces disputes

When a top-performing agent leaves, they take their entire client list and pipeline with them

The Brokerage Firm Running on Personal Phones

A real estate agency with 20 agents and three support staff generates Rs 4 to 5 crore in annual commission. It also operates with almost no internal systems. Leads arrive from four property portals, get copy-pasted into a WhatsApp group, and agents self-assign based on who responds first. There is no record of who took which lead, no follow-up tracking, and no way for the owner to know on any given day how many active prospects are in the pipeline.

This arrangement works reasonably well when the agency is small and the owner is personally close to every deal. It starts breaking visibly when the team grows beyond 10 agents and the owner can no longer be present in every conversation.

What the Agency Owner Cannot See

The fundamental problem in most brokerage firms is not that the owner lacks information. It is that the information exists but is scattered across 20 personal phones, three WhatsApp groups, and a shared Google Sheet that no one has updated since last Tuesday.

Agent activity is invisible. Whether a particular agent responded to yesterday's leads, followed up with last week's site visit, or is actively working three prospects simultaneously, the owner has no way to know without calling each agent individually. Performance reviews happen at quarter end based on closed deals, which means underperforming agents go unnoticed for three months at a stretch.

Commission reconciliation compounds the problem. At month end, the accounts person manually cross-references developer payment advices against agent deal records, a process that takes two to three working days and still produces disputes about split commissions and referral fees that the owner then mediates personally.

What Changes After Deployment

Clarivis builds an AI-powered lead distribution system that receives inbound leads, assigns them automatically based on agent availability and specialisation, sends the first response to the prospect within 60 seconds, and logs every interaction in a central system. The agency owner gets a live dashboard showing agent activity, lead stage distribution, and pipeline value by agent and by property type.

Commission tracking happens automatically. Every deal, split, referral, and developer payment is recorded against the relevant agent from the moment the booking form is signed, eliminating the month-end reconciliation entirely.

Before and After

Before: A lead for a 3BHK in a new launch arrives on a Friday afternoon. It gets posted to the WhatsApp group, three agents respond, the owner manually assigns it, and the first outreach to the prospect happens two hours later. The lead status is never updated and the owner asks about it in the Monday meeting.

After: The lead arrives, receives an automated response within 60 seconds, and is assigned to the specialist agent for that project based on their current workload. The owner sees the lead enter the pipeline on their dashboard. Every follow-up is logged automatically.

90-Day Outcome

Within 90 days, agency owners typically see lead response time drop to under two minutes, agent accountability improve measurably as activity becomes visible, and month-end commission reconciliation reduce from two days to under two hours.

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