Agentic AI developmentCase study

An AI voice agent that answers client intake calls around the clock.

A US law firm was losing qualified leads to voicemail and long hold times. We built a multi-tenant AI voice agent on AWS Bedrock and Amazon Connect that handles intake calls directly and routes qualified leads into their case management workflow.

Client

US law firm

System

Multi-tenant AI voice agent

Role

AI Engineer & Solution Architect

A professional wearing a headset while working at a desk, representing voice-based client intake
The challenge

The firm was losing qualified leads to voicemail and long hold times during peak call volume, with no after-hours coverage at all. Prospective clients who couldn't get through often didn't call back — every missed call was a missed case.

Our approach

How we approached it

01

Audit the opportunity

We mapped the intake process end to end — what information needed to be captured, and how it should route into the firm's existing case management workflow.

02

Design the operating model

We designed a multi-tenant architecture so the same system could support per-firm configuration and business logic.

03

Ship fast, validate early

We built the voice agent on AWS Bedrock, Amazon Connect, and Nova Sonic, with Bedrock (Claude-powered) handling the conversational reasoning and a Lambda layer extracting intake details.

04

Launch with confidence

We added full call logging, transcription to S3 for compliance and review, and human fallback for edge cases before rolling it into production.

What we delivered
  1. 01Multi-tenant AI voice agent on AWS Bedrock, Amazon Connect, and Nova Sonic
  2. 02Natural-conversation intake that captures and checks case details against firm criteria
  3. 03Automatic routing of qualified leads into the case management workflow
  4. 04Full call logging and transcription to S3 for compliance and review
  5. 05Human fallback for edge cases instead of silent failure

Built on AWS Bedrock (Claude-powered reasoning), Amazon Connect, Nova Sonic, and AWS Lambda.

Amazon BedrockAmazon ConnectNova SonicAWS LambdaAmazon S3
The outcome

The system now runs in production, handling client intake around the clock with no missed calls — every prospective client gets answered, qualified, and routed, whether it's 2pm or 2am.

Ready when you are

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