CASE STUDY

Harvey — Conversational AI Operations Assistant

Risk MgmtCustom AI AgentClient: ETS Risk Management

Time to first useful work

Before
Database training first
Now
Day one, in plain English

Any team member is productive from day one

Professional client emails sent in seconds

Automatic, complete communication records

Harvey is an AI-powered business assistant that lets the ETS Risk Management team manage their Airtable database and send professional emails using plain English conversation-no technical skills required. Instead of navigating databases and manually drafting emails, team members simply chat with Harvey and get instant results.

The Problem

When your database holds everything — client bookings, vehicle records, compliance documents, location data — using it effectively shouldn't require specialist knowledge. But it did.

Team members with varying levels of database comfort approached tasks differently, creating inconsistent processes and bottlenecks whenever the person who "knew the system" was unavailable. Sending a professional client email meant opening the database, finding the record, drafting the email from scratch, sending it, and then manually logging it back — a multi-step process that added friction to every single client interaction.

Onboarding a new team member meant training them on database structure and email workflows before they could contribute anything. That took time the team didn't have.

How We Solved It

We built Harvey — a conversational AI assistant embedded directly inside the team's existing workspace. No switching between systems. No database training required.

Team members simply type what they need in plain English. Harvey understands the request, connects directly to the client database, and handles it — retrieving records, creating or updating entries, or sending a professional client email using pre-built communication templates tailored to the team's most common scenarios.

Every email Harvey sends is automatically logged back to the client record: recipient, date, template used, full content. The communication history builds itself, with zero manual effort from anyone.

Impact

  • Any team member is productive from day one — no database training, no system onboarding, just plain English
  • Professional client emails sent in seconds — one instruction replaces a previous multi-step manual process
  • Automatic, complete communication records — every email is logged without anyone having to do it
  • No bottlenecks — knowledge is no longer concentrated in the people who "know the system"

Assistant Interface

Harvey — Conversational AI Operations Assistant — Assistant Interface

Tools & Technologies

AirtableHarvey custom integrationMailgunClaude AIReal-time streaming
Background Pattern

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