Real Problems,
Real Solutions

A growing investment advisory firm was manually analyzing stocks, taking 3 days per company. They needed to scale research coverage from 50 to 500+ stocks without hiring 10x more analysts.

Wealth managers were spending 15+ hours weekly creating client reports manually in Excel. High-net-worth clients demanded real-time portfolio visibility and professional-grade analytics.

A growing NBFC faced mounting compliance costs and regulatory scrutiny. Manual compliance checks were error-prone, and audit preparation took 2 weeks every quarter.

A prop trading firm was losing edge due to slow strategy iteration. Manual backtesting took weeks, and execution slippage was eating into profits.

A quantitative fund needed differentiated data sources beyond traditional financials. They wanted to incorporate satellite imagery, social sentiment, and web traffic into investment models.

The operations team processed 2000+ invoices monthly with 4 FTEs. Reconciliation errors averaged 5%, causing payment delays and vendor disputes.

A digital lender was using basic rule-based underwriting, resulting in high default rates (8%) and missed opportunities on creditworthy applicants who lacked traditional credit history.

A large manufacturer needed better visibility into economic trends affecting their business—currency movements, commodity prices, and demand cycles—to optimize hedging and inventory decisions.

A family office wanted a systematic approach to equity allocation that combined fundamental analysis with quantitative rigor, reducing behavioral biases in investment decisions.

Fund managers lacked granular visibility into portfolio risk sources. Regulatory requirements for enhanced risk reporting were creating manual overhead.

An ESG-focused fund struggled with inconsistent ESG data from multiple providers. Manual ESG scoring was subjective and time-consuming.

A derivatives desk was using Excel-based pricing models that couldn't handle complex structures or provide real-time Greeks.

A digital bank faced 48-hour KYC turnaround times, high false positive rates in AML screening (85%), and mounting compliance costs.

A proprietary trading firm wanted to expand into market making but lacked infrastructure for continuous quoting and inventory management.

A robo-advisory startup needed to rebalance 10,000+ portfolios efficiently while minimizing transaction costs and tax impact.

A REIT needed better tools for property valuation, tenant analysis, and portfolio optimization across 200+ properties.