AI infrastructure for fund managers where information friction limits returns.
We build the sourcing intelligence, portfolio data systems, and reporting infrastructure that gives private capital teams real decision leverage — without proportional growth in analyst headcount.
Audit your constraintsWhere private capital operations stall.
Information fragmentation is the structural constraint. Sourcing coverage, portfolio visibility, LP reporting cycles — each one caps what your team can do with the hours they have.
Deal sourcing intelligence dependent on relationship networks rather than systematic market coverage — creating coverage gaps that compound across vintage years
Portfolio performance data siloed across individual companies with no consolidated operating view for fund leadership
LP reporting cycles consuming disproportionate analyst capacity on data aggregation rather than insight generation and investor relations
Diligence workflows that cannot scale with deal velocity without either reducing depth or adding headcount at the wrong margin profile
Production systems for private capital operations.
Purpose-built for the information density and governance requirements of fund management.
Market Intelligence & Sourcing
Systematic deal sourcing infrastructure that scans and screens private market landscapes — delivering structured intelligence on targets, sectors, and emerging opportunities without analyst bottlenecks constraining coverage.
Portfolio Operating Intelligence
A unified portfolio data layer that aggregates KPIs, operational metrics, and performance signals across portfolio companies — giving fund leadership real-time visibility without the quarterly reporting lag.
LP Reporting Automation
Automated LP report generation from structured portfolio data — reducing cycle time from weeks to days and ensuring consistency across fund vehicles, vintages, and investor-specific reporting requirements.
Diligence Infrastructure
AI-assisted diligence workflows that process financial documents, management information, and market data at speed — without sacrificing the depth or governance controls that investment committees require.
From constraint diagnostic to production in defined cycles.
Constraint Diagnostic
We audit your fund operations to identify where information friction — in sourcing, portfolio visibility, or LP reporting — creates the highest cost to decision velocity.
Design & Specify
We design the data architecture, integration points, and analyst workflow controls against your real fund structure, data rooms, and LP requirements.
Build & Deploy
We build, test against real fund data edge cases, and ship to production in defined cycles — with full audit trails and governance controls from day one.
Track & Iterate
We measure throughput and accuracy in production — screening volume, diligence cycle time, reporting efficiency — and improve through quarterly review cycles.
Build the infrastructure your fund operations actually need.
Tell us where information friction is limiting your team. We'll map the integration and define a path to production — with milestones and tracked outcomes from day one.
Audit your constraints