AI agents that handle research, forecasting and monitoring for your team
RUBINLAKE AI Agents deliver source-backed reports, calibrated forecasts and continuous market monitoring. Operated by us, working for your team.
What the agents do for you
Every use case solves a concrete problem and delivers a concrete result. We are happy to walk you through the technology behind it.
Deep Research & Market Analysis
In-depth research on markets, competitors and technologies as a citable report. Replaces days of manual work.
Result: Source-backed report with citations, verified claims and a complete source list.
Forecasting & Decision Support
Calibrated predictions for business questions: Will the market grow? Which option wins? What is the most likely scenario?
Result: Forecast with reasoning, base rates and a premortem analysis.
Audience Simulation & Content Testing
Test campaigns, messages and content variants on a simulated audience before spending budget.
Result: Ranking of variants with resonance reasoning based on your audience profile.
Legacy Rebuild: Spec Extraction & Replatforming
The agent reads the code, data models and interface behavior of a legacy system and distills the complete set of requirements into an open specification format. The replica is then built on a modern stack.
Result: Versionable requirements catalog (open spec) and a working replica including acceptance tests per requirement.
Technology Foresight & Tech Radar
Continuous scouting of technologies, patents and research, assessed against your product portfolio. Your own technology radar, continuously up to date instead of once a year.
Result: Quarterly radar update with classification (adopt, trial, assess, hold) and deep-dive briefings on the most relevant technologies.
Regulatory Radar & Compliance Briefings
Tracks the EU AI Act, CSRD, NIS2, GDPR and industry-specific requirements, mapped to your company profile. Instead of legal texts: what affects us, from when, and what needs to be done?
Result: Monthly compliance briefing with action recommendations per requirement and ad-hoc alerts on relevant changes.
How the agents work
Briefing
Together we define the question, the criteria and the desired result format.
Agent run
The agent researches, analyzes and documents every step including all sources.
Source-backed result
You receive a report or forecast with citations, verified claims and a cost overview.
Expert review
RUBINLAKE experts review every result before it reaches your team.
Why RUBINLAKE AI Agents
Every vendor promises speed and scale. The difference: with RUBINLAKE you can verify every result.
24/7
Global coverage
Agents analyse data from all relevant markets, regions and languages – around the clock.
Thousands
of sources per run
A single run reviews a volume of data that manual research cannot cover.
1,000+
Agents in parallel
The architecture scales horizontally – thousands of agents work on your tasks at the same time.
Evidence, not claims
Every statement can be traced back to its source. Reports include citations, verified claims and a complete source index.
Transparent costs per run
Every agent run produces a traceable cost report. You see exactly what a result cost.
Reproducible & signed
All artifacts of a run are stored together: sources, notes, report and costs. Every transaction is digitally signed – auditable and archivable.
GDPR-compliant
All agents operate in compliance with the GDPR and protect your data. Every processing step remains traceable and verifiable.
Customisable – no code required
Every agent can be adapted to your processes through an intuitive interface – without a single line of code, ready to start in a few clicks.
Proven foundation, open via SDK & API
All agents share a proven infrastructure: new use cases emerge quickly and without loss of quality. Developers extend them via SDKs and APIs.
Which use case fits your team?
In a short introductory call we clarify your question, your data situation and the fastest path to a fixed-scope pilot.