Your AI Investment Analyst
A virtual analyst built for VC/PE investment teams — automating data collection, industry research, financial modeling, and investment memo writing. Working 24/7.
- Emerging VC
- Boutique PE
- Corporate VC
- Family Office
- Growth Equity
THE CHALLENGE
Your Team Is Being Slowed Down by Low-Value Analysis
The most expensive resource in investing is your analysts' time and attention — 60–80% of it is burned on repetitive work:
THE SOLUTION
Replace Repetitive Analysis with an AI Analyst
Give instructions in natural language — Caplyst handles data collection, analysis, and document drafting automatically.
Instant parsing, cross-document links
Parses BPs, research reports, financial statements, and data room materials — extracts core metrics, flags risk signals, and finds cross-document connections. Full PDF, Excel, Word, and PPT support.
Auto modeling, scenario simulation
Automated projections from core business assumptions, with multi-scenario simulation, variable comparison, and sensitivity analysis — quantifying value, upside, and risk boundaries.
IC-grade reports, delivered instantly
Rigorously structured investment memos that follow institutional templates and formatting standards. Every conclusion carries source links and supports iterative refinement.
The Agent-as-Employee Paradigm
Caplyst is not a software tool. You assign tasks to it, discuss ideas with it, and have it produce memos — just like a human analyst, except it does not take lunch breaks, never miscalculates formulas, and does not walk away with institutional memory when it leaves.
The core problem: an investor spends 60–80% of their day on low-value repetitive work (data collection, cross-validation, formatting, report handling), while only 20% goes to genuine investment judgment. Caplyst aims to flip that ratio.
CORE CAPABILITIES
A Capability Matrix Built for VC/PE
From deal sourcing to portfolio management, from diligence modeling to back-office operations — a virtual employee for the full investment lifecycle.
Pre-Deal
A unified data foundation connects deal discovery, background diligence, investment judgment, and deal strategy — producing traceable, comparable, reviewable decision materials before anything reaches the IC.
Material completeness, risk exposure, and deal assumptions calibrated in one view.
Valuation ranges, entry paths, and competitive signals compressed into a one-page strategy view, helping the IC quickly identify the optimal pace.
Pipeline Management
Sources, stages, and owners tracked in one place — turning scattered dealflow into a shared, coordinated board.
Background Diligence
Structured checklists across team, registry, litigation, and media — investigation results distilled into comparable evidence.
IC-Ready Work Package
Market, financials, risks, and minutes automatically assembled into a complete package ready for investment committee review.
Deal Strategy Analysis
Bidding dynamics, price ranges, and term preferences side by side — align strategy fast before negotiations.
Post-Deal
From continuous monitoring to exit-path evaluation — portfolio management shifts from reactive response to continuous awareness.
Portfolio Monitoring
Weekly health reports and red-line alerts, automatically
Portfolio company data is captured weekly, KPI changes tracked, and a Portfolio Health Report generated. Core operating and financial metrics are monitored continuously — anomalies flagged red for early risk detection.
Exit Planning
Compare historical exit paths, assess DPI impact
Monitors market windows to identify optimal exit timing and routes. Benchmarks historical exit cases to evaluate how each path affects fund DPI.
Operations
Document processing, knowledge retrieval, and LP communication distilled into an institutional operating system.
Knowledge Q&A
Integrates historical deals, industry research, and expert insight — queryable by the team anytime.
Document & Meeting Intelligence
Automatic document comparison, contract clause extraction, compliance checks; transcription with automatic action items.
LP Reporting
Quarterly reports generated automatically, fundraising materials produced in one click, with AI-assisted LP Q&A.
HOW IT WORKS
From One Instruction to an IC-Grade Report
Assign the task in natural language — Caplyst decomposes, executes, and assembles it, delivering meeting-ready materials within hours.
"Fully analyze this AI startup (BP attached), extract its core moat, and compare competitors."
Identifies 15–20 related subtasks, builds the dependency graph, assigns data sources
Parses the BP → pulls registry records → scrapes competitor data → gathers market intelligence
Automatic financial models · comparable valuation · sensitivity analysis · risk matrix
Complete memo delivered — conclusion first, evidence traceable.
The final deliverable is a formal memo with investment recommendation, key risks, evidence chain, and follow-ups. The first draft arrives inside your decision window; every judgment keeps its source, timestamp, and reasoning path.
Delivery v1.0
Conclusion first, then supporting evidence and recommended actions.
Proceed, with position discipline.
- 01Regulatory pace may still shift the timeline.
- 02Correlated assets see amplified volatility when liquidity tightens.
- 03Execution variance needs tracking in the next round.
To institutional delivery standards: conclusion first, then evidence, then risk screening.
Interviews and counterarguments follow — but never delay the first judgment.
BUSINESS IMPACT
Broader Coverage, Faster Consensus, More Quality Deals Won
Based on H1 2025 usage across 50+ VC/PE firms (n=50, median).
Annual deal coverage per team rose from 150 to 240+, IC decision cycles compressed from 21 days to 5.6, competitive-round TS win rate improved 38%, contributing an estimated +2.4pp to fund IRR.
Baseline 150 → 240+ deals/year
21 days → 5.6 days
Lock the Term Sheet first
Median performance
TECHNOLOGY & TRUST
Financial-Grade Security, Top-Tier Data Sources, Seamless Integration
Architecture
Data layer
30+ authoritative data sources (Capital IQ, Bloomberg, PitchBook, Tianyancha...)
Analysis layer
AI reasoning engine built on top institutional frameworks; cross-document analysis; time-series forecasting
Execution layer
Autonomous multi-step task planning and orchestration; extensible skill system; error handling and retry
Collaboration layer
Multi-format file I/O; long-term memory; team workspaces; deep Feishu/DingTalk/Slack integration
Security Commitments
Flexible deployment
Public cloud / private cloud / fully on-premise — data never leaves your domain
Encryption standard
AES-256 end-to-end encryption, in transit and at rest
Access control
Fine-grained role-based access control (RBAC), least-privilege principle
Audit & compliance
Complete operation logs, SOC 2 Type II certified, GDPR / PIPL compliant
Data residency
Deployable in mainland China or specified jurisdictions; customer data is never used for training
Integration Ecosystem
Data sources
- Capital IQ
- Bloomberg
- PitchBook
- FactSet
- Statista
- Tianyancha
Storage
- AWS S3
- Google Drive
- OneDrive
- Dropbox
Collaboration
- Slack
- Teams
- Feishu
- DingTalk
- WeCom
CRM
- Affinity
- Salesforce
- HubSpot
TRUSTED BY LEADING FUNDS
Serving 50+ VC/PE Firms
Spanning early-stage to growth
Equivalent to 5 full-time analysts for a year
Based on an N=32 customer survey
Including data hookup, templates, and training
“Caplyst cut our diligence cycle from an average of 3 weeks to 4 days. The biggest surprise was not the speed — it found legal risk connections in the data room that our human team had missed.”
— Partner at a leading VC, $500M+ AUM
“Our 3-person team used to max out at 150 deals a year. With Caplyst, the same team deeply evaluated 240+ deals last year — and returns actually improved, because we saw more opportunities.”
— Investment Director at an emerging early-stage fund
“LP quarterly reports used to take 2 people a full week. Now Caplyst drafts in 4 hours and we finalize in 2. This is not just efficiency — it is a reallocation of the team’s energy.”
— COO at a growth-stage fund
TRANSPARENT PRICING
Below the Cost of One Analyst, 3x the Output*
Simple, transparent monthly pricing. Subscribe monthly, cancel anytime.
Solo
- 1 concurrent AI analyst
- 5 full projects per month
- Basic research & analysis
- Email support
Boutique
Most Popular- 1–2 concurrent AI analysts
- 20 full projects per month
- Full-lifecycle research coverage
- Priority support + success manager
- Custom memo templates
Multi-Strategy
- Unlimited AI concurrency
- Unlimited projects
- Private deployment option
- Custom workflow development
- Dedicated technical account manager
Institutional
- Private deployment + custom security
- Dedicated solutions architect
- White-glove rollout & training
- SLA + priority response
- Joint R&D and industry customization
Boutique costs the annual salary of one mid-level analyst and replaces the output of three. * 3x output figure is based on 2025 customer usage reports; actual results vary with adoption depth.
Put Your AI Analyst to Work Today
30-day free trial. Test Caplyst on real deals, subscribe when satisfied. Cancel anytime at no cost.