Speed to Lead Systems

Fast response matters only when the response has the right context, owner, and next step. We design speed-to-lead systems that capture an enquiry, acknowledge it promptly, qualify the information that is safe to automate, and route the right person to act.

What we build:

  • Lead capture and source tracking across forms, ads, chat, email, and CRM records
  • Immediate, approved acknowledgements with the correct next step
  • Qualification, routing, booking, and ownership rules
  • Follow-up sequences that stop when a person takes over or a preference changes
  • Daily visibility into unassigned, overdue, and high-priority enquiries

What you receive: A documented response workflow that helps the team move faster without treating every enquiry as identical. People remain responsible for material conversations, decisions, and commitments.

Relevant implementation proof

See broker-adjacent valuation and lead-capture work first, followed by a transferable example of documented financial-services automation.

Legal Services / M&A

The Law Practice Exchange

The Law Practice Exchange's core AI-powered valuation product took 30+ minutes to run and failed frequently. We rebuilt the system with parallel processing, vector stores, background execution, and the OpenAI Responses API. It now runs in 5–6 minutes with near-zero failures.

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Legal Services / M&A

The Law Practice Exchange — Match Engine

A proposed AI match engine that turns a plain-language buyer or seller brief into ranked matches from HubSpot contacts and live Marketplace.law listings, with a user-approved Apollo prospect search when no quality match is found.

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Financial Services

Financial Services Agency

A financial services agency's agents were spending 2–3 hours per lead on KYC paperwork and suitability reports. We automated the entire process with a custom AI agent trained on their knowledge base. Capacity doubled. Revenue increased 30% in 60 days.

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