How can AI help legal-services teams evolve while protecting human judgment, accuracy, and trust?

Ali Merchant, CEO of Orvera AI, speaks with Mark Williams, CEO of Magna Legal Services, about the changing legal-services landscape, litigation support, enterprise AI adoption, and the workflows behind effective service delivery.

In this conversation:

• Where AI and workflow automation can support legal-services teams.
• How client expectations and technology are changing litigation support.
• Why human judgment and operational standards remain essential.
• What leaders should consider when introducing new tools and managing change.

Part of the Orvera AI Podcast: Enterprise CX interview series.

Explore Orvera AI: orvera.ai

An AI agent can ace the demo and still struggle when Monday morning brings a full queue. What does it take to make enterprise AI work under real operational pressure?

In Episode 3 of The Orvera Signal, we explore Orvera AI’s deployment approach and the perspective of Ali Merchant, CEO of Orvera AI: pairing forward-deployed engineers with experienced operations experts to connect technical capability with the realities of customer service.

We discuss:

• Why legacy systems, exceptions, and unwritten operational knowledge can derail AI deployments.
• How engineers and operations experts divide responsibility for integrations, guardrails, and escalations.
• Why a helpful conversation is not enough—completed actions need evidence in the system of record.
• How enterprise quality scorecards and human feedback help calibrate AI to a brand’s standards.
• What automation could mean for the next generation of human operators.

The Orvera Signal is our weekly series on AI and enterprise customer experience.

Learn more: orvera.ai

How artificial intelligence is reshaping enterprise customer experience, from contact center operations to intelligent automation and measurable business outcomes.

This episode explores where AI is taking enterprise CX and how leaders can prepare for the next phase of adoption.

Follow Orvera AI Podcast: Enterprise CX for more conversations about artificial intelligence and customer experience.

Explore enterprise CX and AI with Orvera and Ali Merchant.