Model Resilience & Strategic Advantage
Our forecasting solutions are engineered for real-world resilience. We build models that handle market chaos, integrate diverse data streams, and provide the interpretability required for confident, strategic financial planning.
Advanced Sequential Modeling
Utilizing specialized models (e.g., LSTMs, attention-based networks) to capture long-term dependencies and complex non-linear trends in financial data, outperforming traditional econometrics.
XAI for Financial Auditing
Implementing Explainable AI techniques to break down forecast drivers, ensuring transparency and trust with stakeholders and meeting regulatory standards for model validation.
Stress Testing & Simulation
Building simulation environments that allow analysts to test forecasts against thousands of potential market events (e.g., interest rate shocks, supply chain crises) to assess risk.
Heterogeneous Data Fusion
Engineering pipelines to integrate structured (transactions) and unstructured data (news sentiment, social trends) for a comprehensive, holistic predictive input.
High-Performance Deployment
Deploying and scaling models on optimized cloud infrastructure to ensure forecasts are generated instantly, supporting real-time trading or immediate executive review.
Specialized AI & Agents for Financial Execution
Forecasting success depends on the power of the model and the intelligence used to act on the predictions. We combine advanced predictive modeling with autonomous agents to execute strategy.
AI Agents Development
Building autonomous software agents that monitor live market data, interpret forecasts, and execute simple trades or trigger compliance alerts automatically.
Custom ML Model Development
Training highly specialized regression models for predicting specific metrics like customer churn, capital expenditure, or future asset performance.
Product Design & Dashboards
Designing intuitive, high-density visualization dashboards for analysts and executives to interact with complex forecasts and instantly identify key trends and risks.
AI Discovery & Strategy Workshop
Offering structured workshops to define the right forecast metrics, identify necessary data sources, and build a clear implementation roadmap for the project.
Case studies
Go beyond the obvious. Co-create with teams who value impactful experiences and products.
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Automating mortgage underwriting with multi-agent AI
Friday Harbor
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Helping candidates perform better at job interviews using AI
Monster AI
Helping students learn and understand basic math using artificial intelligence
Fibo — AI Math Tutor
Leveraging AI to build a content summarization app for better knowledge retention
taim
Creating a personalized audio listening experience with content curated by artificial intelligence
Audioburst
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