Operational audit, optimization frameworks, asset factorization, CSI. Built specifically for your business. No external platforms. No generic templates. Custom, secure, on-site.
Every engagement follows a consistent four-step methodology, built around your specific business, your data, and your objectives.
We start by understanding your business goals, constraints, and data landscape, and establish a clear analytical objective before any model or infrastructure is built.
We inventory all assets, align them with your KPIs, and establish data collection and monitoring infrastructure, including signal and sensor-based inputs (CSI) where relevant.
We decompose your business into measurable factors, breaking losses, risks, and opportunity drivers into quantifiable components that can be modelled and optimized.
We build and deliver the model. All IP is yours. Code, documentation, and analytical frameworks stay with you, with the option to train your internal team for full independence.
Optimization of asset portfolios and resource allocation, identifying the highest-value configuration given your constraints, objectives, and risk tolerance. Includes real-time monitoring infrastructure for physical and financial assets, CSI and signal-based inputs, anomaly detection, and performance dashboards built to your operational environment.
A quantitative model of your business strategy, translated into measurable factors, stress-tested against historical data, and used to identify where performance can be improved.
Quantitative risk modeling that identifies, measures, and structures hedging strategies for market, operational, and counterparty risk across your portfolio or business lines.
End-to-end business intelligence platforms designed, built, and deployed entirely within your office. All tools and data remain behind your firewall, with no dependency on external platforms or third-party vendors.
Four answers to the questions every serious client asks before committing to an advisory engagement.
We work on-site, within your environment, on your hardware. There are no uploads to external platforms, no third-party cloud storage, and no remote access to your systems. Your data remains entirely under your control from the first day to the last.
GERA Innovates is not affiliated with any bank, investment fund, software provider, or technology vendor. Every recommendation is derived solely from your data and your objectives. No referral fees, no platform incentives, no hidden conflicts of interest.
Every model is built from scratch, specific to your business, your data, and your objectives. We do not use off-the-shelf AI tools, pre-built templates, or third-party platforms. The output is proprietary, fully interpretable, and validated against your historical data. Not a product adapted from a generic solution.
At the end of every engagement, the models, code, documentation, and analytical frameworks are entirely yours. No ongoing licensing fees, no dependency on our continued involvement. We also offer the option to train your internal team so the work delivers value long after we're gone.
Examples of the type of engagements we take on. Outcomes are described; client identities are kept confidential.
Designed and deployed a business intelligence platform for a fund managing a large mixed-use residential and commercial portfolio. The system consolidated data across asset classes, geographies, and holding structures into a single analytical environment, built and operated entirely within the client's infrastructure.
Built a predictive maintenance system integrating IoT sensor data, anomaly detection algorithms, and operational history for a large-scale energy infrastructure operator. The platform identified failure patterns before they occurred, enabling proactive maintenance scheduling and resource planning.
Developed quantitative portfolio management strategies for a group of institutional investors operating across the United Arab Emirates and The Netherlands. Work included factor investing model construction, automated rebalancing logic, and an analytics layer providing real-time visibility into exposures and performance attribution.
German Romanov is a mathematician with a background in academic applied mathematics and a career spanning investment banking, institutional portfolio management, energy markets, and real estate. He trained in rigorous quantitative methods before applying them across some of the most analytically demanding environments in international finance and infrastructure.
His energy sector work has included engagements with organizations of the scale of TotalEnergies, building predictive systems, asset monitoring platforms, and optimization frameworks for complex industrial operations. Alongside this, he has worked with equity and real estate investors across the United Arab Emirates and The Netherlands, developing portfolio strategies, BI platforms, and risk models tailored to each client's specific structure and objectives.
GERA Innovates was founded on a straightforward premise: that serious businesses deserve analytical work that is mathematically sound, independent, and built specifically for their situation. German works directly with each client. Not through a team of junior analysts, not through standardized templates. The work is his, and it stays with the client.
Straightforward answers to the questions most clients ask before getting started.
The best way to understand whether this is a fit is to have a direct conversation. Reach out through any of the channels below.