Identify investment themes, find targets, and draft outreach angles.
Draft the investment thesis, comparables, risks, and recommendations.
Draft the investment thesis, comparables, risks, and recommendations.
Screen deals faster without sacrificing your firm's investment discipline or rigor.
Use consistent frameworks to reduce missed risks and create clearer evidence trails.
Improve memo structure and consistency for faster iteration from partner feedback.
Get early warnings on risks and opportunities across your portfolio.
Analyze CIMs, PDFs, data room files, and call transcripts in seconds.
Format your thesis, key drivers, risks, and counterarguments automatically.
Draft comps tables, write multiples narratives, and analyze peer positioning.
Use repeatable templates for IC memos, diligence checklists, and LP reports.
Enforce governance, access controls, and privacy for sensitive deal data.
Data Room Handling
Manual upload
Limited connections
Direct data integration
IC Memo Templates
No native templates
Generic templates
Customizable PE memo
Diligence Frameworks
User-defined only
Basic frameworks
Built-in risk models
Portfolio KPI
No live monitoring
Manual data input
Automated KPI tracking
Access Controls
Basic user roles
Platform-level
Granular deal-level access
Integration with PE Stack
Limited API access
Standard integrations
Deep CRM & data links
Web search only
Web search only
Generic search
Connects to deal data
Thesis Structuring
Manual prompting
Fixed structure
Adaptable thesis models
Deployment Model
Public Cloud SaaS
Self-hosted, complex
Private VPC / On-Premise
Data Privacy
Vendor dependent
Relies on user config
Total data isolation
Execution Engine
Non-deterministic
Often unpredictable
Fully deterministic
Governance
Limited to none
Requires 3rd party tools
Native, built-in
Audit Logs
Basic usage logs
Manual setup
Immutable, automatic
Security Posture
Shared tenant model
Depends on environment
Zero-trust architecture
Not available
Not available
Requires custom code
Automated and native
Model Control
Locked to one API
Community supported
Fully model-agnostic
Get repeatable, structured outputs designed for the PE lifecycle.
Enforce strict governance, permissions, and audit trails for all data.
Build AI agents that align with your firm's specific SOPs and roles.
Benefit from minimal setup time, clear ROI, and firm-wide consistency.
Mid-Market Buyout Fund
Data Exfiltration Incidents
We map your deal stages, templates, and key data sources.
We set up roles, permissions, custom prompts, and guardrails.
Run Lyzr on a live deal to measure speed and output quality.
Roll out across the firm, monitor usage, and iterate templates.
Get a custom architecture review and pilot plan in 48 hours.