About this episode
Host Jason Pereira interviews Bruno Teixeira, founder of Aegis AI Analytics, about helping mid-sized firms strategize and implement AI in workflows. Teixeira, with 20 years in analytics across banks in Brazil and Canada and experience on CPP Investments’ gen AI team, explains that smaller firms can adopt AI faster due to less bureaucracy but must avoid treating AI like a “genie” or automating broken processes. He emphasizes change management, hands-on enablement (hackathons, office hours, champions), and aligning workflow and incentives rather than simply distributing tools like Copilot. Success should be measured by meaningful productivity and output gains, not prompt counts, using team-appropriate metrics and incremental automation targets (e.g., reducing validation work hours). He advises not to wait for new frontier models and to improve outcomes through clearer context and reverse-engineering desired outputs.
Episode Highlights:
00:00 Welcome and Guest Intro
00:31 Bruno’s Background in AI
02:28 Why Mid-Sized Firms Struggle
04:21 Picking the Right Use Case
06:09 AI and the Workforce Reality
08:47 Adoption Programs That Work
10:10 Hands-On Training and Champions
12:45 Deployment Checklist and Measurement
14:39 KPIs and Automation ROI
16:44 Common Pitfalls and Prompting
21:58 Getting Started and Final Q&A
26:33 Wrap-Up and Sponsor Message
Resources:
Facebook – Jason Pereira's Facebook
LinkedIn – Jason Pereira's LinkedIn
Woodgate.com – Sponsor
LinkedIn - Bruno Texeira’s LinkedIn
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