A brand new module on the Kubro(TM) platform for knowledge firms and funding analysis groups focuses on granular ‘deep analysis’ controls in agentic workflows.
Robotic On-line Intelligence (“ROI”), a specialist supplier of instruments for the AI-enhanced automation of market analysis, introduces Kubro(TM) Brokers — a brand new module inside the Kubro(TM) platform for constructing bespoke agentic analysis workflows for market analysis use instances, with full management of over 50 parameters within the ‘deep analysis’ configuration.
The accessible deep analysis APIs are highly effective, however they don’t present full management of the workflow. That’s why, for skilled market analysis, we constructed Kubro(TM) Brokers round full configurability.”
— Robert Ciemniak, Founder-CEO, Robotic On-line Intelligence
The module allows knowledge firms, funding analysis groups, and market intelligence operations to assemble absolutely configurable, multi-step ‘deep analysis’ workflows that combine open internet sources and third-party instruments with the Kubro(TM) system, with a built-in high quality analysis and full observability, all inside a single platform.
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Kubro(TM) Brokers’ preliminary pre-defined and examined workflows embrace Market Analysis and Folks Analysis templates.
GRANULAR CONTROLS OVER THE DEEP RESEARCH PARAMETERS
Kubro(TM) Brokers makes each step of the analysis workflow individually configurable. With over 50 parameters accessible throughout the workflow, analysis groups outline not simply what to analysis, however exactly how — which sources to incorporate or exclude, what classification logic to use, how one can construction the LLM prompts, and what high quality thresholds to implement earlier than outcomes are delivered. The workflows will be triggered on demand, run on a recurring schedule, or saved as reusable templates.
“Deep analysis APIs from main AI labs are highly effective, however they don’t present full management over the analysis course of. In skilled market analysis, the methodology issues. That’s why we constructed Kubro(TM) Brokers round full configurability — over 50 parameters, each step clear and auditable”, says Robert Ciemniak, Founder-CEO of Robotic On-line Intelligence.
SPECIALIST PLATFORM, NOT A GENERAL-PURPOSE WORKFLOW TOOL
Not like general-purpose workflow automation instruments, Kubro(TM) Brokers is purpose-built for market analysis and operates inside the broader Kubro(TM) Info Engine, which has been deployed commercially with enterprise shoppers since 2018. Analysis workflows draw on Kubro’s current capabilities in automated knowledge assortment from unstructured knowledge sources, textual content classification with domain-specific ontologies, relevance scoring, and structured knowledge extraction — combining years of market analysis methodology with agentic AI orchestration.
HUMAN OVERSIGHT BUILT IN
Kubro(TM) Brokers is designed to maintain human analysts in management. The module features a devoted LLM-based analysis layer that assesses outputs in opposition to the unique analysis query, configurable checkpoints inside the workflow, and a system analysis mode for testing workflows.
GROUNDED IN MARKET RESEARCH AT REAL ESTATE FORESIGHT
Actual Property Foresight (“REF”), an unbiased analysis agency targeted on China property markets since 2012, is a sister firm to Robotic On-line Intelligence, and has been efficiently deploying agentic analysis workflows with Kubro(TM)internally in market analysis.
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