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Our Proven Process

A systematic approach to taking conversational AI from pilot to production: governed, auditable, and built on AWS
How we work

Our Proven Process

A systematic approach to taking conversational AI from pilot to production: governed, auditable, and built on AWS

01

Discovery

We analyze your customer conversations, systems, and compliance obligations through stakeholder interviews and conversation mapping to understand your unique challenges.

1 week

02

Assessment

Our team evaluates each conversational AI use case against key metrics: containment, handling time, risk, and the compliance controls it will need to reach production.

1 week

03

Prioritization

We create a ranked roadmap of voice and chatbot use cases, from quick wins that deliver immediate value to transformational conversational AI initiatives.

1 week

04

Design

Detailed solution architecture and technical specifications for your highest-priority conversational AI, including audit trail and human-oversight design, leveraging AWS services and AI best practices.

2-3 weeks

05

Implementation

Agile development and deployment of production-grade voice agents and chatbots on AWS with continuous testing, code reviews, and validation at every step.

4-8 weeks

06

Optimization

Ongoing monitoring, refinement, and scaling of your conversational AI for maximum impact, sustained compliance, and continuous improvement.

Ongoing

Why Our Process Works

Our methodology is built on years of experience taking conversational AI from pilot to production
Data-Driven Decisions

Every recommendation is backed by quantitative analysis of your workflows, ensuring we prioritize the highest-impact opportunities.

Risk Mitigation

Our phased approach allows you to validate results at each stage before committing to larger investments.

Knowledge Transfer

We don't just build solutions. We ensure your team understands and can maintain them for long-term success.

Ready when you are

Ready to take AI from pilot to production?

Book a free discovery call with our team of ex-AWS engineers. We'll discuss your regulated-industry challenges and outline a governed path from pilot to production. No commitment required.