Client Success Stories

Case Studies: Proven Outcomes, Not Promises.

Real engagements. Real outcomes. From unified data platforms and AI-powered deal intelligence to portfolio operations and cost optimization — built for the world's leading investment firms.

Private Equity

Unified Data Platform for a Global Investment Firm

Demonstrates the ability to operate at true enterprise scale within a global investment firm — unifying data across multiple divisions, each with distinct requirements, into a single reliable platform.

Data Platform, AI Workflows & Custom Applications for a Leading VC Firm

The most comprehensive engagement in our portfolio — demonstrating the full breadth of capability from data engineering through AI applications at enterprise scale.

ML-Powered Investment Intelligence Platform for a Growth-Stage VC Firm

The strongest demonstration of a complete data platform that powers ML in production. The Deal Scoring model with 300+ features is the most concrete proof point of turning commodity data into proprietary investment signal.

300+ML features

2models in production

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Venture Capital

Portfolio Financial Platform for a Growth-Stage VC Firm

The clearest example of building a mission-critical business application — not just data infrastructure — for a VC firm. The platform became the financial backbone of the firm's investment operations.

100+portfolio companies

$1M–$1.5Minvestment

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Venture Capital

Data Platform Optimization for a $15B Global VC Firm

High-impact embedded model: one senior engineer delivered measurable results ($10k/month savings, 30% cost reduction) without a large team.

Data Engineering & Pipeline Optimization for a Healthcare Technology Company

The strongest healthcare data engineering case study in the portfolio, with hard, quantifiable metrics across multiple dimensions. Compliance-aware engineering in a regulated environment.

20%higher match rates

3xmemory reduction

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Healthcare

Digital Transformation of a PE-Backed Healthcare Provider

The clearest PE portfolio company transformation story in our portfolio — a PE firm backs a healthcare company, we modernize the platform, it becomes a competitive differentiator supporting growth and acquisition integration.

65+clinics

Multi-yearongoing

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READY TO BUILD

Let's talk about what you're building

The Roadmap to Speed Alpha starts with an honest diagnostic. A fixed-fee, 3-week engagement that produces a prioritized roadmap, architecture blueprint, and ROI projections.

EXPERIENCE

15 years depth

CLIENT AUM

$1.2 trillion+

NPS SCORE

80+

PARTNERSHIP

AI-native partner