Benjamin Nwandu.Let’s talk
All core areas

Core area

Lead Qualification.

Ask the qualifying questions every time, then route the answer.

An agent that works a defined qualification path, captures structured answers, and routes the lead to the right next step instead of a voicemail.

Built asOriki Homes: Real Estate Speed-to-Lead Agent

A woman on a phone call in an office, holding documents.

01 / What it handles

Inside the scope.

  • Work through the qualifying criteria in a consistent order.
  • Capture answers as structured fields, not free text.
  • Score or categorise the lead against defined rules.
  • Book the follow-up call when the lead qualifies.

02 / Where it hands off

Outside the scope.

  • Leads that fall outside the defined criteria.
  • Pricing, contractual, or commitment questions.
  • Anyone who asks to speak to a person.

03 / How it gets built

The build order.

Deterministic where it has to be. Conversational only where that adds something.

  1. 01Agree the qualifying questions and what a qualified lead actually means.
  2. 02Model the answers as a typed schema and validate every response.
  3. 03Route on deterministic rules, not on model judgment.
  4. 04Test partial answers, refusals, and mid-call drop-off.
Retell AI / Vapin8nHubSpotStructured outputs

04 / The full use case

See it end to end.

The clip above is the shape of the conversation. Oriki Homes: Real Estate Speed-to-Lead Agent is the project that builds this out in full.

Explore the project

No recorded demo yet. It will appear here the moment Oriki Homes: Real Estate Speed-to-Lead Agent has one — nothing is stubbed in the meantime.

Let’s build something useful

Good conversations.
Better systems.

Have a conversational AI challenge, an automation idea, or a role in mind?