Ingest
Market, macro, alternative, and proprietary data are cleaned, normalized, and prepared for repeatable research.
AI for investment decisions
Tailored AI solutions for professional investors
How it works
From market data to monitored investment signals.
Engineer
Predictive features are built across asset classes, horizons, and market regimes.
Train
Models are trained against defined targets and validation windows, with diagnostics designed for real use.
Deliver
Signals, forecasts, rankings, risk filters, reports, dashboards, APIs, or files can support investment workflows.
What your agent does
One AI layer for signals, risk, benchmarking, and pure alpha.
Invest Agent can act as a signal layer, benchmark engine, risk overlay, or dedicated alpha engine depending on the mandate.
Diversify risk
Use AI signals across asset classes to reduce dependency on a single source of return.
Lower drawdowns
Add regime-aware filters, volatility controls, downside alerts, and model-driven risk thresholds.
Buy IA signals
Receive model-generated signals for selected markets, horizons, and delivery formats.
Benchmark strategies
Compare internal strategies against independent AI signal families and diagnostics.
Create pure alpha
Build research workflows that turn data, model selection, and backtesting into alpha candidates.
Dedicated solutions
Develop asset-class-specific products for currency, volatility, equity index, crypto, or cross-asset mandates.
Prediction factory
Built for professional evaluation, not black-box theatre.
Outputs are built for validation and monitoring, with attention to drift, costs, drawdown behavior, and market regimes.
Team
Focused quant, data, and engineering expertise.
Invest Agent is backed by two years of R&D across financial markets, machine learning, and production-grade software engineering.
2yDedicated R&D to move from research prototypes to an industrial alpha-production workflow.
Computer engineering
Data science
Financial markets
Build your agent
Commercial inquiries / book a call
Tell us what you are trying to predict, which markets matter, and how you want to use the output.
Legal
Privacy, terms, and important information.
Privacy
When you contact us, we may collect your name, email address, company, topic, and message so we can respond to your inquiry. We do not sell personal information submitted through the contact form. For privacy questions, contact info@campfiream.com.
Terms
This website is for information purposes only. Nothing herein shall be construed as official confirmation of any transaction, investment advice, or a recommendation. Any offer of securities may be made only by means of formal offering documents.
Risk notice
Risks are inherent to investments and engaging in any investment activity may expose you to a significant risk of losing all of the property or other assets invested.