Engineering intelligence for high-stakes decisions
We build proprietary data infrastructure and AI systems for private capital and healthcare — turning fragmented information into the competitive advantage your competitors can't buy off the shelf. Trusted by firms managing $1.2 trillion+ in assets.
From roadmap to running system.
One partner, end to end.
Four layers of capability — each builds on the one below. Enter anywhere. The full stack is where the compounding value lives.
Vecten Compass
Transformation Workshop
Know exactly what to build, in what order, and what it returns — before you commit a dollar to execution.
- A prioritized transformation roadmap with architecture blueprint and realistic effort estimates
- ROI projections specific enough to present to an investment committee or board
- Alignment across business and technical stakeholders in weeks, not months
Vecten Core
AI-Native Data Platform
A single source of truth — deployed in your cloud, operated by us. The foundation that makes everything above it possible.
- Unified data across multiple sources with automated ingestion, cleaning, and transformation — live in weeks, not quarters
- Full ownership of your data and infrastructure — if you leave, you keep everything
- Enterprise-grade architecture at a fraction of the cost and time of building from scratch
Vecten Edge
Intelligence Layer
Where data becomes advantage. ML models, LLM workflows, AI agents, and custom integrations — built on your data, embedded in your tools, running in production.
- Scoring models using hundreds of features integrated directly into your CRM and workflows
- LLM-powered automation that parses documents, enriches records, and surfaces insights without manual effort
- Measurable outcomes: higher match rates, significant cost reductions, and decisions backed by proprietary signal
Vecten Drive
Continuous Operations
Forward-deployed engineers and AI agents on monthly subscription. Human expertise and agentic intelligence working in partnership.
- Senior engineers who embed in your team, identify what needs building, and ship — no tickets, no ramp-up, no recruiting cycle
- Domain-specific AI agents monitoring, enriching, and reporting 24/7 on your data platform
- Increasing operational leverage as human judgment and AI automation learn to work together on your problems
Deep in the verticals where decisions carry the most weight.
We go deepest in industries where data quality determines financial outcomes and the cost of getting it wrong is measured in millions. Our domain expertise is built over 15 years — and it's what makes the technology actually work.
Venture Capital
Every fund uses the same tools and sees the same signals. We build the proprietary intelligence layer that puts you ahead — from automated sourcing engines to deal scoring models to portfolio analytics. Your data, your cloud, our engine.
- Unified data platform connecting CRM, data providers, and enrichment sources into one queryable foundation
- ML-powered deal scoring against your specific investment thesis — not generic signals everyone else sees
- Automated lead acquisition and enrichment across multiple sources, running continuously
- Portfolio monitoring dashboards with anomaly detection, benchmarking, and automated LP reporting
- AI agents that source, enrich, and score deals 24/7 while your team focuses on relationships
Private Equity
Your portfolio companies are sitting on untapped operational leverage. We partner with operating teams to drive AI-native transformation across the portfolio — compressing timelines, automating manual workflows, and modernizing legacy systems at the speed the hold period demands.
- Portfolio-wide technology assessments with ROI estimates designed for investment committee presentation
- Legacy application rebuilds — from on-prem to cloud-native, architected for growth and acquisition integration
- Data liberation from legacy platforms into infrastructure you own and control
- Centralized portfolio monitoring and LP reporting on a unified data foundation
- Forward-deployed engineers embedding in portfolio companies to drive measurable operational improvement
Healthcare & Life Sciences
Clinical and operational decisions depend on data quality, compliance, and speed. We build the data foundations that make AI usable in regulated environments — where accuracy is non-negotiable and every pipeline has to hold up under audit.
- HIPAA-compliant data platforms unifying clinical, operational, and financial data across systems
- Scalable ETL pipelines for research data — structured, validated, and analysis-ready
- AI-assisted insight generation for treatment analysis, compliance validation, and anomaly detection
- Legacy system modernization — migrating off outdated EHR and practice management platforms
- Automated reporting and monitoring that cuts manual workload and catches data quality issues before they propagate
A PE firm backed a healthcare provider. We rebuilt the platform behind it.
Legacy tech was the bottleneck to scaling through acquisitions. Now the platform absorbs new clinics instead of breaking on them.
Digital Transformation of a PE-Backed Healthcare Provider
