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Modernize Your
Investment Fund
With AI Agents
Deploy In Days
We build AI agents for hedge funds, private equity firms, and asset managers that automate deal sourcing, accelerate due diligence, and optimize portfolio performance—integrating with Bloomberg, Pitchbook, and more.
Trusted by innovative teams building with AI
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Everything Your Fund Needs
Purpose-built AI capabilities for modern investment management
Intelligent Deal Sourcing
Your AI scans thousands of opportunities, filters by your investment thesis, and surfaces the highest-conviction deals before the competition.
- Thesis-aligned opportunity screening
- Market and sector trend detection
- Proprietary deal flow scoring
- Automated outreach to targets
Accelerated Due Diligence
Compress months of analysis into days with AI that reviews financials, identifies risks, and generates investment memos automatically.
- Financial statement analysis
- Risk factor identification
- Comparable company analysis
- Investment memo generation
Regulatory Compliance
Stay ahead of SEC, FINRA, and global regulations with AI-powered compliance monitoring and automated reporting.
- SEC and FINRA compliance checks
- Form ADV and 13F preparation
- Trade surveillance monitoring
- Regulatory change alerts
Portfolio Monitoring
Track portfolio companies in real-time with AI that monitors KPIs, flags risks, and identifies value creation opportunities.
- Real-time KPI dashboards
- Early warning risk detection
- Peer benchmarking analysis
- Value creation tracking
Investor Reporting
Generate LP-ready reports, quarterly letters, and performance attribution in minutes instead of weeks.
- Automated quarterly reports
- Performance attribution analysis
- Capital account statements
- Custom LP dashboard portals
Fund Analytics
Track fund performance, risk metrics, and operational efficiency with dashboards that drive smarter allocation decisions.
- Risk-adjusted return analysis
- Exposure and concentration tracking
- Liquidity forecasting
- Fee and expense attribution
How It Works
Go live in weeks, not months
Connect Your Systems
One-click integration with Bloomberg, Pitchbook, or your portfolio management system. We import your holdings, models, and workflows automatically.
Train Your Agent
Customize your AI for your investment strategy, test screening criteria, and fine-tune outputs to match your firm's standards.
Launch & Monitor
Go live with staged rollout options. Watch performance in real-time with analyst review flows ready.
Optimize & Scale
Weekly performance reviews, continuous learning, and expansion to new strategies as your fund grows.
AI for Every Investment Challenge
Choose the solution that fits your fund
Source Better Deals, Faster
Deploy AI that scans proprietary and public deal sources, scores opportunities against your investment thesis, conducts preliminary diligence, and surfaces only the highest-conviction targets.
- Thesis-based opportunity scoring
- Automated financial screening
- Management team assessment
- Market sizing and TAM analysis
- Competitive landscape mapping
// Deal Sourcing Agent in action
const sourcer = new DealSourceAgent({
thesis: fund.investmentThesis,
sectors: ['fintech', 'healthtech', 'climate'],
stage: 'series-b-to-d'
});
// Scan and score opportunities
const pipeline = await sourcer.screen({
sources: ['pitchbook', 'crunchbase', 'proprietary'],
criteria: fund.screeningModel,
limit: 'top-50'
});
// Returns ranked deal pipeline
// → 2,847 companies scanned
// → 50 high-conviction matches
// → 12 with warm intro paths availableDue Diligence Engine
Systematic scoring across every dimension that matters — powered by AI that never misses a signal.
Our DD Engine ingests thousands of data points per target company, from financial filings and cap tables to patent portfolios and Glassdoor reviews. It produces a unified, quantitative score across six critical dimensions — giving your IC a complete picture in hours, not weeks.
- Automated financial statement parsing and ratio analysis across 200+ metrics
- NLP-powered management team assessment from earnings calls, interviews, and social signals
- Patent and IP moat scoring using citation networks and competitive overlap analysis
- Dynamic risk profiling with Monte Carlo simulations and tail-risk quantification
Portfolio Structure Analysis
Whether you run an endowment model inspired by Swensen, an all-weather approach like Bridgewater, or a concentrated conviction strategy — our AI decomposes your portfolio across every axis that matters.
Our portfolio engine maps your holdings against factor exposures, cross-asset correlations, and regime-dependent beta to surface hidden concentration risks and diversification gaps. Run scenario analysis across rate shocks, credit events, liquidity crises, and geopolitical dislocations to stress-test your book before the market does it for you.
- Multi-factor decomposition across equity beta, duration, credit spread, volatility, and liquidity premia
- Regime-conditional correlation analysis — understand how your diversifiers behave when correlations converge to 1
- Monte Carlo and historical scenario engines covering 50+ macro stress events from 1987 to present
- Rolling beta and R² tracking across every position to monitor style drift and unintended factor tilts
Macro Environment Tracker
Ray Dalio-inspired systematic scoring of macro market conditions — updated in real time.
Idea & Trend Pipeline
From raw signal to actionable alpha — watch how AI distills millions of data points into your next best trade.
Signal Detection
Ingesting news, filings, social media, satellite data, and alternative datasets in real time to detect emerging patterns.
Pattern Recognition
Machine learning models cluster and classify signals into repeatable patterns with historical back-test validation.
Thesis Validation
Each pattern is stress-tested against your fund's thesis, risk limits, and position sizing rules before surfacing.
Alpha Extraction
Final high-conviction ideas delivered with entry/exit points, sizing recommendations, and catalyst timelines.
AI for Every Investment Workflow
Real solutions driving real returns
Deal Sourcing & Screening
Scan thousands of opportunities, filter by investment thesis, and surface the best deals—before your competitors even see them.
PE firm increased qualified deal flow by 10x while reducing screening time by 80%
Due Diligence Automation
Analyze financials, assess risks, review contracts, and generate investment memos—compressing months of work into days.
Growth equity fund reduced DD timeline from 8 weeks to 12 days with AI-assisted analysis
Portfolio Optimization
Monitor holdings in real-time, identify risks early, benchmark performance, and optimize allocation for maximum risk-adjusted returns.
Multi-strategy fund improved Sharpe ratio by 0.4 with AI-driven rebalancing signals
Risk Management
Detect portfolio risks in real-time, run stress scenarios, and receive early warnings before drawdowns materialize.
Hedge fund significantly reduced drawdown exposure with AI early warning system during market correction
Investor Reporting
Generate institutional-quality LP reports, quarterly letters, and performance attribution—automatically and on time, every time.
Fund admin automated 90% of quarterly reporting, saving 120 hours per cycle
Market Intelligence
Monitor market trends, track sector rotations, analyze earnings transcripts, and surface alpha-generating insights from alternative data.
Quant fund identified 3 sector rotations 2 weeks early using AI signal processing
Results That Drive Alpha
Our investment AI solutions deliver measurable fund performance
Transform Your Investment Operations
Book a free consultation to see how AI agents can accelerate deal sourcing, optimize portfolio performance, and scale your fund operations.
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