Kirby (by Kadoa)
The autonomous AI web agent for reliable, structured data extraction at scale.
AI-native consumer intelligence and insight automation for enterprise-scale market research.
Luminary is a high-performance AI insight automation platform designed for global enterprises to compress the research lifecycle from weeks to minutes. Built on a proprietary 'Lumi' architecture, the platform utilizes a specialized Retrieval-Augmented Generation (RAG) framework optimized for structured and unstructured market data. Unlike general-purpose LLMs, Luminary maintains strict data provenance, ensuring every generated insight is traceable to specific source data points, including focus group transcripts, CRM logs, and global trend reports. By 2026, Luminary has positioned itself as the middleware for corporate strategy, integrating directly with Snowflake and Databricks to provide real-time competitive intelligence. The platform's technical core excels at 'semantic triangulation'—reconciling disparate data signals to identify emerging consumer behaviors before they reach mainstream statistical significance. It is engineered for SOC2 Type II environments, providing a sandbox for sensitive proprietary data while leveraging massive external datasets for context.
Cross-references three or more independent data sources (e.g., social, survey, sales) to validate the statistical significance of a trend.
The autonomous AI web agent for reliable, structured data extraction at scale.
Turn fragmented consumer data into structured knowledge graphs for hyper-accurate market simulation.
Real-time B2B intelligence and data integrity engine for precision-guided account-based growth.
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Generates dynamic AI agents that simulate specific customer segments based on real-time ingested behavioral data.
Ensures that sensitive enterprise data is never used to train the base foundation models of third-party LLM providers.
Uses time-series analysis on sentiment data to forecast market shifts up to 90 days in advance.
Converts complex analytical findings into fully editable PPTX presentations using corporate brand guidelines.
Synchronous processing of video focus groups, identifying non-verbal cues and sentiment simultaneously.
Native bidirectional sync with Salesforce, HubSpot, and Snowflake for closed-loop analysis.
Understanding immediate market reaction across 10 different global regions.
Registry Updated:2/7/2026
Determining how competitors' price changes affect brand loyalty.
Identifying overlap and friction between two merging customer bases.