Turning AI Hype Into Enterprise SaaS at Scale - Maher Hanafi, SVP of Engineering - TechArena.AI

Описание: In this Data Insights episode of #TechArena, hosts Allyson Klein and Jeniece Wnorowski sit down with Maher Hanafi, Senior Vice President of Engineering at Betterworks, to discuss what it really takes to integrate AI into compliance-heavy enterprise SaaS platforms.

Most AI projects in enterprise SaaS never make it past the demo stage—not because of a lack of imagination, but due to a failure of architecture. Maher shares his firsthand experience of navigating the "roller coaster" of AI adoption and explains why Betterworks chose the harder path of building a true internal AI platform rather than just bolting on third-party features.

In this episode, we cover:
The Shift to Horizontal Intelligence: How AI is breaking down the walls between siloed HR modules (like goals, feedback, and talent records) to proactively surface holistic insights for managers.
Bridging the POC-to-Production Gap: Why so many AI proof-of-concepts fail to achieve ROI, and how creating a customer council early on helped Betterworks align their AI capabilities with actual user needs.
Data Governance & Responsible AI: The immense challenges of applying generative AI to sensitive HR data, and how prioritizing transparency and explainability builds user trust.
The "AI Nexus": How engineering teams must balance the trade-offs between cost, latency, throughput, and performance to make AI features viable in a production environment.
Breaking Global Language Barriers: How the rapid evolution of large language models (LLMs) allows global employees and managers to seamlessly write and receive performance feedback in their native languages.
Leadership & Financial Discipline: Why today's tech leaders and engineering VPs need to start thinking like CFOs to control spiraling AI infrastructure costs, and how to create a safe "AI engineering lab" for team experimentation.