Patterns
Best for M&A
Automates financial analysis
Enterprise-grade security
Customizable workflows
Human-in-the-loop
Automate M&A deal execution with AI agents for faster, accurate deliverables.
Workflow
Financial Analysis
FREEMIUM
ADVANCED Complexity
HYBRID
Last updated: Apr 15, 2026
patterns.app
Quick Answer
Patterns is an agentic research platform that automates M&A deal execution, generating banker-grade CIMs, financial models, and buyer analyses. It features document intelligence, Excel/PowerPoint write-back, and AI memory for custom formats. Best for investment bankers and private equity teams. Available via per-user software plans or done-for-you services.
Decision Intelligence
Best For
Accelerating M&A deal execution for investment bankers
Automating seller prep for private equity firms
Generating banker-grade financial models for analysts
Streamlining process intelligence for deal teams
Drafting Confidential Information Memorandums (CIMs) faster
Not Ideal For
Individuals or small businesses outside of M&A or finance
Users seeking a free or low-cost AI tool for general tasks
Non-technical users who prefer no-code solutions without any setup
Teams not involved in complex financial analysis or document generation
Fit Score
Complexity
ADVANCED
Company Size
SMALL
MEDIUM
ENTERPRISE
Team Size
SMALL_TEAM
LARGE_TEAM
Skill Level
EXPERT
About Patterns
Patterns is an agentic research platform for M&A deal execution, helping finance teams draft banker-grade Confidential Information Memorandums (CIMs), financial models, and buyer analyses. It automates repetitive tasks like document extraction, KPI generation, and Q&A triage, integrating with Excel, PowerPoint, and CRM. The platform aims to accelerate deal timelines and reduce manual grunt work for investment bankers and private equity professionals.
What Makes Patterns Unique
Patterns offers an agentic research platform specifically designed for M&A deal execution, providing banker-grade outputs like CIMs and financial models with bidirectional Excel/PowerPoint sync and a human verification loop for accuracy.
Capabilities
CIM authoring and document intelligence
Financial model generation
Buyer universe generation and tagging
KPI generation and analysis
Memo/notebook scaffolding
Excel and PowerPoint write-back
Multi-step workflows and autonomous execution
Q&A triage and answers
Task Categories
Pros
- +Reduces seller prep time from 6-8 weeks to 3-4 weeks
- +Automates 60-80% of repetitive tasks for junior analysts
- +Ensures bank-grade quality with AI + human verification loop
- +Offers predictable pricing based on sessions, not tokens
- +Supports custom templates and firm-specific data/style
- +Provides flexible deployment options (Cloud, VPC, On-premise)
Limitations
- -Requires some training and onboarding for direct platform use
- -ACU model can be complex to understand for new users
- -Pricing for "Done-For-You Services" is per-project, not scalable software
- -No explicit free trial for the software platform itself
Frequently Asked Questions
Your Actions
Dimension Scores
Ease of Use6/10
Output Quality8/10
Value for Money7/10
Customization5/10
Support6/10
Integration8/10
Task Scores
Report Generation
9
Automated Insights
8
Data Integration
8
Data Visualization
7
Natural Language Queries
7
Data Cleaning
7
Dashboard Creation
6
Predictive Analytics
6
Trust Score
45/100
Limited Data
Based on 5 verified signals
Trust Signals
Verified CompanyPatterns
Funding$2.62M
Team Size1-10
SOC 2 CertifiedYes
Data ResidencyCustomer-managed keys and data residency options are available, with customer data stored in the customer's data warehouse.
Switching & Migration
Migration Difficulty
Significant Effort
Data portable as:
XLSX
PPT
API
SQL
Email, Slack, Teams, Dedicated Analyst (Enterprise: Priority SLAs, Named CSM)
Quick Stats
Agent TypeWorkflow
Memorylong term
Planningadvanced
CategoryFinancial Analysis
PlatformsWEB, API, CLI
Views1
Reviews0
LaunchedFeb 2023
Setup Timeminutes to deploy, seconds to build
Status
active
Company & Links