Data products help standardize how raw data sets, data warehouse views, and data lake logical views are combined and used to deliver analytics and AI capabilities. By developing data products, teams can streamline much of the upfront data pipelines, governance, and management needed to deliver trusted data assets that people, tools, and AI can then use for different purposes.
The way you cook a meal can serve as a helpful analogy. You can choose to purchase only raw ingredients like tomatoes, wheat flour, eggs, and fresh herbs to make a favorite pasta dish. The approach works well when you have the time and skills to cook from scratch or want to prepare a nice meal for a small family. Otherwise, you may want to buy canned tomatoes, your favorite box of pasta, and a spice mix to cook the same meal, especially if you are time-constrained, are cooking for many people, or want a consistent finished product.
Like the not-from-scratch pasta meal, data products provide a similar level of ti
AI is getting most of the attention in enterprise technology. Governance, ownership, and data quality do most of the heavy lifting behind the scenes. And yet, as organizations move from AI experiments to production deployments, trusted context is becoming a key factor in determining whether agents create business value — or operational risk.
That shift is reshaping how Salesforce, Microsoft, Snowflake, Databricks, SAP, Oracle, and others are positioning their data, governance, metadata, and integration services. The conversation is no longer just about models. It’s about whether AI systems can operate against trusted, governed, and business-relevant information.
Trusted context has become the new currency, and Salesforce has made a strategic commitment to it.
Agentic AI is exposing the problems master data management was designed to solve
Master data management (MDM) spent much of the last decade as an important but often overlooked infrastructure. AI is changing that. Agentic systems
The attack highlights vulnerabilities in DAO governance, urging enhanced security measures to protect community treasuries and investor interests.
The post BonkDAO treasury drained of $20M in BONK tokens via malicious governance proposal appeared first on Crypto Briefing.
Cardano gained 14,783 new wallets after its June 23 bottom as whale accumulation surged, sending ADA up 32.5% — but governance risks remain.
The post Cardano Whales Accumulate as 14,783 New Wallets Join Post-Selloff appeared first on 99Bitcoins.
FIFA's discretionary ruling highlights governance inconsistencies, challenging trust in centralized systems and impacting prediction markets.
The post FIFA’s controversial Balogun ruling sparks governance debate with echoes of crypto’s decentralization argument appeared first on Crypto Briefing.
Centralized control in decentralized systems undermines governance integrity, risking community trust and potentially destabilizing market confidence.
The post Ethereum Name Service governance faces scrutiny over founder accountability appeared first on Crypto Briefing.
DAO vote 57.4M LDO approves revoking nine wstETH bridges as Lido consolidates endpoints after KelpDAO shock. Users face new liquidity paths and governance guardrails.
The proposal could redefine ENS governance, potentially shifting power dynamics and challenging the project's decentralized ethos.
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Ethereum Foundation’s 2026 policy guide puts governance ahead of pilots, with $76B staked securing the network. A practical playbook for public-sector teams.
