Kirby (by Kadoa)
The autonomous AI web agent for reliable, structured data extraction at scale.

Contify is an industry-leading AI-powered market and competitive intelligence platform designed to help organizations aggregate, analyze, and distribute actionable insights. By 2026, Contify's architecture has evolved to leverage advanced Large Language Models (LLMs) and specialized NLP engines that filter out irrelevant digital noise, focusing specifically on business-critical signals. Its core technical value lies in its hybrid approach: combining automated web crawling of over 500,000 sources with custom source integration and human-in-the-loop validation for maximum accuracy. The platform serves as a centralized intelligence hub, offering both a 'headless' API-first experience for developers and a robust dashboard for analysts. Its 2026 market position is defined by its ability to provide 'strategic observability,' enabling enterprises to track competitors, regulatory shifts, and emerging technology trends in real-time. Unlike generic news aggregators, Contify provides deep taxonomy-based tagging and sentiment analysis, ensuring that the data delivered is mapped directly to an organization’s specific strategic objectives. It is particularly valued in high-stakes sectors like Financial Services, Life Sciences, and Manufacturing for its data integrity and rigorous compliance standards.
Proprietary NLP algorithms that identify and discard duplicate news, marketing fluff, and irrelevant mentions based on business context.
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.
Real-time translation of foreign language sources into English using neural machine translation.
A hierarchical structure for tagging information according to specific business units, products, or strategic themes.
Capability to add specific, obscure URLs, password-protected portals, and social media handles for monitoring.
Cluster-based identification of identical news stories from multiple publishers to provide a single clean record.
ML-driven scoring of news and reports to determine if mentions are positive, negative, or neutral regarding a subject.
Templates that automatically aggregate the top 5 most critical insights into a mobile-responsive newsletter.
Missing a competitor's pivot or new feature until it's already in the market.
Registry Updated:2/7/2026
Difficulty keeping up with disparate regulatory bodies across multiple global jurisdictions.
Identifying emerging startups before they become mainstream targets.