Governance / Spotlight:
TechInsights
AI-enabled research grounded in proprietary content
TechInsights is a subscription information platform serving the global semiconductor industry, with customers including many of the world’s leading semiconductor companies. The business combines deep technical analysis with market insight, drawing on specialist reverse engineering capabilities to produce research that supports competitive intelligence and intellectual property (IP) decision-making. TechInsights’ proprietary analysis is used both to benchmark technology and inform product roadmaps, and to support IP teams with evidence and insight relevant to licensing and infringement-related matters.
Market context
The semiconductor industry is facing faster innovation cycles and rising complexity, increasing the need for decision-useful insight across research and development, procurement and IP. While AI-enabled search tools are becoming more common, the value of these tools depends on the quality and depth of the underlying content.
Insightful Chat
To support a faster, more intuitive research experience, TechInsights has developed Insightful Chat, an AI-enabled research assistant built specifically on TechInsights’ proprietary archive of technical reports, analyses and imagery. Rather than relying on open-web information, Insightful Chat is designed to draw answers from TechInsights’ own content, helping users reach relevant, citation-ready insight faster while reducing the risk of hallucinations commonly associated with public LLMs. Because this content is grounded in evidence generated through TechInsights’ reverse engineering processes and underpinned by 35+ years of longitudinal data, Insightful Chat’s outputs are not readily replicable by generic LLM tools that do not have access to comparable proprietary source datasets.
Insightful Chat is structured around specialist ‘personas’ aligned to customer research needs, such as engineering and market analysis, replacing a one-size-fits-all search bar with a more guided experience. This helps users move from a question to the most relevant supporting evidence more efficiently. Over time, TechInsights intends to expand these specialist capabilities further, supporting a broader set of customer use cases and research workflows.
Beyond the core research interface, TechInsights is exploring how Insightful Chat can be integrated more directly into day-to-day workflows, so customers can access TechInsights intelligence in the tools and environments where decisions are made. In parallel, the same approach can support internal teams by improving how TechInsights knowledge is retrieved and reused across functions such as publishing and commercial teams.