Robotic Online Intelligence adds Web Query API for Kubro engine

Robotic Online Intelligence has expanded the API set for its Kubro information engine, giving clients programmatic control over Web Queries, sources and schedulers. The new capability is aimed at research teams managing open-web data collection and is being rolled out case by case in specific deployments.

Why it matters: - The new API gives data and research teams more direct control over how Kubro collects open-source web information. - Programmatic management can cut manual work when teams need to add, modify or remove sources and scheduling rules. - The change extends Kubro from a system that mainly exported or ingested data into one that can also be managed through code.

What happened: - Robotic Online Intelligence introduced expanded API capabilities for Kubro Web Queries. - The release was announced in Hong Kong on Aug. 12, 2026. - The new API lets users add sources, delete sources, search sources by name or URL, add schedulers, modify schedulers and delete schedulers. - The API is permissioned case by case in specific client deployments.

The details: - Kubro APIs had previously focused on exporting collected information from Collections into internal systems and feeding content into Collections. - The new Web Query API adds to the existing Search APIs for Web, Filings, Social, Email, Documents and Agents. - The product family also includes Write APIs for Web and AIDE APIs for AI Data Extraction. - The new capability is designed for teams working with open-source web information, including workflows that automatically add or change URLs in a query. - Robotic Online Intelligence is a Hong Kong-based software firm focused on AI-enhanced automation of market research. - Kubro has been deployed commercially with enterprise clients since 2018 across the U.S., Europe and Asia. - The company says those deployments span real estate, investment funds, data centres, climate tech, policy research and digital assets. - Robotic Online Intelligence graduated from the Cyberport Incubation Programme in Hong Kong in 2021 and participates in the NVIDIA Inception program and the AI Launchpad programme from FT Strategies and the Google News Initiative. - The company uses bespoke deployments through APIs, MCP integration and Enterprise SaaS to automate collection, classification and extraction from the web, regulatory filings, internal documents and emails. - Founder-CEO Robert Ciemniak has spoken at industry events in New York, London and Hong Kong on AI applications in investment research. - Robotic Online Intelligence has also hosted five Coffee And Showcase Tour meetings on LLM applications in market research in San Francisco, London, Hong Kong, Singapore and Dubai. - More information is available here.

Between the lines: - The API expansion suggests Robotic Online Intelligence is pushing Kubro deeper into workflow orchestration, not just data delivery. - Permissioned access on a case-by-case basis signals a controlled rollout, which can fit enterprise deployments but may slow broad adoption. - The focus on source and scheduler management points to customers who need repeatable, auditable research pipelines.

What's next: - Specific client deployments will determine how widely the new Web Query API is used. - The broader Kubro API family may continue to expand as clients move more research operations into programmatic workflows.