How to Reduce or Eliminate AI Hallucinations
Blog post from CData
CData Connect AI is presented as a solution for reducing AI hallucinations in enterprise settings by giving large language models such as ChatGPT and Claude governed, real-time access to authoritative business data from systems including Salesforce, NetSuite, HubSpot, Google Ads, and Sage Intacct. The approach aims to prevent inaccurate responses caused by models lacking current organizational context, while allowing IT teams to control data access, monitor queries, support compliance, and limit unsanctioned AI use. Unlike traditional ETL and data warehouse pipelines, which can introduce latency and require data duplication, Connect AI provides direct query-based access to source systems, enabling more current, context-aware responses with lower infrastructure overhead. The platform is also described as supporting no-code exploration for business users while preserving IT governance, with the goal of building trust in AI-generated insights and enabling safer enterprise adoption.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
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| LLM | 4 | 4,410 | 670 | 222 | -3% |
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| MCP | 1 | 3,632 | 330 | 137 | -26% |
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