One startup’s pitch to provide more reliable AI answers: crowdsource thechatbots

John Davie, CEO of Buyers Edge Platform, launched CollectivIQ to provide more reliable AI answers by querying multiple large language models simultaneously, addressing issues of inaccurate information and data privacy. The tool aims to help companies navigate the AI landscape without costly contracts and has seen strong internal response since its rollout in early 2026.

Key Points

• John Davie aimed to enhance AI use at Buyers Edge Platform but faced dissatisfaction with existing tools.
• CollectivIQ was created to simultaneously query multiple AI models for more accurate responses and maintain data privacy.
• Previous AI tools provided inaccurate answers and had potential training issues on company data.
• Internal trials of CollectivIQ began in early 2026 due to strong interest from employees.
• The software operates on a valuable pay-per-usage model, differentiating itself in a crowded market.

Relevance

• The rise of enterprise AI solutions has paralleled a trend of companies seeking accurate and reliable data in the wake of growing AI adoption since 2023.
• CollectivIQ represents the broader industry shift towards enhancing AI security and accuracy, aligning with 2025 IT trends focusing on AI governance and responsible usage.
• The launch of CollectivIQ comes amid increasing caution regarding AI tools in business, as many companies are still grappling with misinformation and data security concerns.

CollectivIQ's innovative approach to unifying multiple AI model outputs addresses industry challenges in AI reliability and privacy, potentially setting a new standard for enterprise AI usage as companies strive for effective and efficient technology integration.