

From Systems of Record to Systems of Action: Data Pipelines in the Age of AI
βWhy AI fails without trustworthy systems β and how leaders fix that first.
Date & Time
π
Thursday, February 19th, 2026
π 4:30 PM β 7:30 PM
βAgenda
- 4:30 β 5:00 PM: Registration & Networking
- 5:00Β β 5:15 PM: Kick-Off & Introductions
- 5:15 β 6:00 PM: User Group Discussion (Session 1): From Systems of Record to Systems of Action (Lathendra)
- 6:00 β 6:30 PM: Refreshments, Drinks & Networking
- 6:30 β 6:50 PM: User Group Discussion (Session 2): Business Systems and AI regulations (Josh)
- 6:50 β 7:30 PM: Wrap-Up and Networking
βLocation
π ZINFI Office, 4733 Chabot Drive, Suite 175 Pleasanton, CA 94588
βAbout the Event
βAI doesnβt fix broken data or misaligned systems. It amplifies them.
βMost companies struggle with AI outcomes not because the models are weak β but because the underlying business systems canβt be trusted. Leaders see conflicting numbers, delayed reports, brittle pipelines, and dashboards no one fully believes.
βThis session is designed to fix that.
βIn the first Business Systems and Analytics User Group meetup, weβll focus on how founders and operators move through three critical stages:
ββ’ Systems of Record β where data is captured and stored
β’ Systems of Intelligence β where data is transformed into trusted insight
β’ Systems of Action β where insight drives real decisions, workflows, and outcomes
βWeβll break down why most organizations stall between these stages, and where AI can accelerate the transition β and where it simply magnifies existing flaws.
βThis is an outcome-driven, executive-level conversation grounded in real operating experience.
βNo sales pitches. No vendor demos. No hype.
βWhat Weβll Cover
βWhat systems of record, intelligence, and action are actually supposed to do
βWhy companies get stuck with insight that never turns into action
βWhy data pipelines break as organizations scale
βWhere AI adds leverage β and where it creates dangerous false confidence
βReal Patterns Weβll Review
βOver-investing in tools before fixing foundations
βAutomation that hides fragility instead of fixing it
βLatency that quietly sabotages decision-making
βDiscussion Topics
βWhat leaders actually need to make decisions
βWhere delays slow the business down
βWhere automation introduces hidden risk
βWhat Youβll Leave With
βA practical framework for moving from record β intelligence β action
βAn AI-readiness checklist for business systems
βClear guidance on where to invest first:
βPeople
βProcess
βTechnology
βWho This Event Is For
βFounders & CEOs
βFinance, operations, and systems leaders
βAnalytics and data leaders
βOperators responsible for CRM, ERP, billing, or reporting
βIf youβre responsible for decisions and outcomes, not just dashboards, this session is for you.
βHosts
βBusiness Systems and Analytics User Group
East Bay Founders Community
βJoshua Meiri β Founder, Origami Precision, LLC
Founder and operator specializing in Salesforce and NetSuite. Joshua helps growth-stage companies design clean, integrated, analytics-ready systems and leads practitioner communities focused on practical system architecture and operational execution excellence.
βLathendra Uddaraju β Founder, Bigbyte.ai
Solving complex data, governance, and AI challenges. Previously at Google, Uber, Microsoft, and WalmartLabs. Built petabyte-scale data platforms and AI-driven analytics.