Case Studies

A look at recent work.

Three builds across three very different businesses. We keep every client anonymous by default, so what follows is the scope of the work and the result it was built to deliver.

Real Estate

Voice agents for real estate

Real estate runs on speed. The agent who calls a new lead back first usually wins the client, and a lead that reaches voicemail often never calls again. For a busy real estate professional, every missed call is a missed deal.

The challenge

Calls come in faster than one person can answer them, especially during a pre-construction launch, where a single project can generate hundreds of leads in a window far too short to call by hand. The result is leads going cold while the phone rings out.

What we built
  • Custom voice agents trained on the calls a real estate professional actually takes: listings, buyer inquiries, and ad callbacks.
  • A structured qualification flow on every call, covering pre-approval, budget, timeline, location, and intent.
  • Live transfer for hot leads, so a ready buyer is handed straight to the agent while warm and nurture leads are logged for follow-up.
  • High-volume callback handling built for pre-construction launches, so a flood of leads still gets a fast, personal response.
  • The option to run the agent in a clone of the agent's own voice, so callers hear a familiar voice.
The result

Every call is answered and every lead is qualified the moment it comes in. The agent spends their time on buyers who are ready to move, instead of chasing voicemails and re-dialing missed numbers.

Client kept anonymous. This summary describes the scope of the build and the outcome it is designed to deliver.
Construction

An AI project manager that runs on WhatsApp

On a construction site, the project manager has no time to sit at a computer. Material counts, deliveries, and progress updates pile up in their head, and the record-keeping that should track it all slips to the end of the day, if it happens at all.

The challenge

The information existed, but capturing it was the bottleneck. Typing updates into a spreadsheet from the field is slow and easy to skip, so the master record was always behind and never fully trusted.

What we built
  • An AI project manager the team reaches through a tool they already use every day: WhatsApp.
  • The project manager simply sends a voice note about materials used, deliveries received, or progress on site.
  • The agent listens, understands the update, and writes it into an Excel document as a clean, structured entry.
  • No typing, no forms, and no separate app to learn. The record updates itself from a thirty-second voice note.
The result

The master record stays current without anyone sitting down to update it. Material tracking and progress reporting that used to be a daily chore now happen in the time it takes to speak a sentence.

Client kept anonymous. This summary describes the scope of the build and the outcome it is designed to deliver.
Solar Battery

A full-service voice agent for a solar battery company

A solar battery company was spending to generate leads, then handling only the calls that happened to come in during business hours. Anything outside that window waited, and waiting is what loses a paid lead.

The challenge

An inbound-only setup answers the phone, but it does nothing for the leads who fill in a form at night, on a weekend, or while a competitor is already calling them back. The company needed an agent that does more than wait for the phone to ring.

What we built
  • A voice agent that handles inbound calls and also reaches out, calling new leads back quickly after they come in.
  • A qualification flow built for solar, screening for the details that decide whether a lead is a real fit.
  • Appointment booking handled on the call, around the clock, with no business-hours gap.
  • Every call captured and logged, so the company has a clear record of what came in and what happened next.
The result

This build demonstrates the evolution from an inbound-only line to a full-service voice agent. Instead of simply answering the phone, the agent now calls leads back, qualifies them, and books them, turning marketing spend the company was already making into booked appointments.

Client kept anonymous. This summary describes the scope of the build and the outcome it is designed to deliver.
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