Kirby (by Kadoa)
The autonomous AI web agent for reliable, structured data extraction at scale.
Transforming unstructured market signals into high-fidelity strategic knowledge graphs for enterprise decision-making.
Algonaut Atlas represents a paradigm shift in market intelligence, moving beyond static database queries to a dynamic, LLM-orchestrated knowledge graph architecture. At its technical core, Atlas ingests millions of data points across web, news, financial filings, and technographic sources, utilizing advanced RAG (Retrieval-Augmented Generation) and vector-based semantic clustering to map industry landscapes in real-time. By 2026, it has positioned itself as the 'OS for Strategy Officers,' offering a high-density visualization of competitor movements, whitespace opportunities, and disruptive threats. The platform's proprietary 'Signal Scoring' algorithm weighs market events based on historical impact patterns, providing predictive insights rather than just descriptive summaries. Its architecture is built for the high-compliance enterprise, offering robust data isolation and the ability to integrate private internal documents with public market data to generate bespoke strategic insights. This synergy of graph databases and transformer models allows Atlas to identify non-obvious relationships between emerging startups and established incumbents, making it indispensable for corporate development, venture capital, and product-led growth teams.
Uses k-nearest neighbor (k-NN) algorithms to find voids in a market's vector space where customer needs are unmet.
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.
The Next Move Is Yours: Luxury Real Estate Powered by Proprietary Intelligence.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Generates real-time Strengths, Weaknesses, Opportunities, and Threats based on daily web-scraping deltas.
Monitors changes in a competitor's tech stack via job postings and DNS records.
An LLM-driven agent that synthesizes complex graph changes into a 2-minute read for executives.
Calculates synergy scores between companies based on product overlap and market footprint.
NLP-based sentiment scoring of local news in 40+ languages to assess regional brand health.
Exports market data as embeddings for use in a company's internal LLM infrastructure.
A competitor shifts focus without a formal announcement, leaving the user reactive.
Registry Updated:2/7/2026
Inorganic growth teams struggle to find 'hidden gem' startups before they reach Series B.
Sales leaders don't know which regions have the highest 'Competitor Weakness' delta.