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thoughtspot

Why Enterprise AI Can Get the Query Right and the Answer Wrong

Apr 22, 2026 By Antonio Scaramuzzino In ThoughtSpot
Most teams deploying AI agents on their data are watching the wrong things. They check whether the query ran and whether the number looks plausible. When both checks pass, the agent gets credit for a correct answer, and the output flows into dashboards, decisions, and the next agent in the chain. There's a gap between those two checks and actual correctness, and it's where the expensive mistakes live. Getting to a correct answer requires more than a formally valid calculation.
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IBM Vault Alternatives to Consider in 2026

IBM Vault Alternatives to Consider in 2026

Apr 22, 2026 By SystemsDigest In SystemsDigest
HashiCorp Vault (now also referred to as IBM Vault or IBM HCP Vault) has been a default secrets management choice in engineering-heavy organizations for nearly a decade. However IBM's acquisition of HashiCorp has prompted a wave of reassessment and led to consideration of other tools like SplitSecure which are likely more cost effective for most orgs. . IBM has a mixed record of supporting acquired products over the long term. Roadmap direction, licensing changes, and support responsiveness are all open questions for customers planning multi-year deployments.
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Get work done in one place with Snowflake Intelligence

Apr 21, 2026 By Snowflake Inc. In Snowflake
See how Snowflake Intelligence transforms everyday work with a personal work agent built on your enterprise data. In this demo, a sales leader goes from insights to action in minutes—analyzing accounts, preparing meeting briefs, collaborating via Slack, and uncovering root causes with Deep Research—all in one seamless, governed experience.
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From Insights to Action with Your Personal Work Agent

Apr 21, 2026 By Snowflake Inc. In Snowflake
Stop switching tools. Start getting work done. Snowflake Intelligence is a personal work agent that helps you analyze data, generate insights, and take action—all in one place. Ask questions, automate workflows, and connect to the tools you already use, all within Snowflake’s governed platform. Learn how teams are using Snowflake Intelligence to move faster, collaborate better, and work at the speed of AI.
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integrate

Top Cloud Data Transformation Solutions With Strong Governance Controls

Apr 21, 2026 By Donal Tobin In Integrate
When data and analytics leaders evaluate cloud data transformation platforms, the conversation usually starts with connectivity, how many source connectors does it have, does it support our data warehouse, can it handle our data volumes. Governance controls tend to come up later, often after a compliance incident, an audit finding, or a data quality failure that traces back to a pipeline no one could fully explain.
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bugraptors

RAG Pipeline Testing: How to Validate Retrieval, Context Use & Answer Accuracy

Apr 21, 2026 By Sandeep Vashisht In BugRaptors
Large Language Models (LLMs) are impressive, but they are not without significant flaws. Their biggest hurdles are "knowledge cut-offs" where they cannot access information created after their training, and a tendency to "hallucinate" or confidently state false information. These models often struggle with the specific or real-time data that modern businesses rely on daily.
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loadfocus

Top 7 Cloud Testing Tools for Performance Testing in 2026

Apr 21, 2026 By LoadFocus In LoadFocus
Many development teams remain tied to legacy on-premise performance testing. These setups require dedicated hardware, manual orchestration, and time-consuming local environment configuration. For teams releasing multiple times a week, this approach quickly becomes a source of frustration. Bottlenecks emerge not only during test execution but also in sharing results.
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