Caddi vs Claude Cowork: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Caddi and Claude Cowork — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
Caddi
Caddi, Inc.
Agent that discovers repetitive back-office work, learns it from a screenshare, and automates it across the tools a firm already uses.
Key features
- Automatic Process Discovery: Reads the systems a firm already uses and surfaces the most repetitive jobs with volume and confidence scores, so nobody has to guess what to automate first.
- Record-to-Code Training: An employee screenshares and narrates a workflow once, and Caddi converts that recording into an API-driven hybrid agent with the rules it captured.
- Loop Studio and Loopy: A chat and studio interface where staff start sessions, ask what to automate, inspect the loop diagram, and question any past run in plain language.
- 150+ Native Integrations: Runs inside Clio, Salesforce, Microsoft 365, NetDocuments, DocuSign, iManage, Wealthbox, Tamarac and dozens more, including cross-app pairs.
- Exception Flagging: Executes the job as demonstrated and raises anything unusual, such as a half-signed envelope or an existing document version, instead of overwriting silently.
- Governed Runs and Audit Trail: Every run is logged with run history from 30 days up to 2 years, MFA, security logs, SAML SSO and action-level audit logging on higher tiers.
- Scout and Advanced Integrations: Business and Enterprise tiers add Scout plus advanced and centrally governed integrations, multi-instance support and priority loop execution.
- Credit-Based Metering: Work is metered in credits (standard AI data extraction costs one credit per page) with active loop limits that scale by plan.
Best for
- Client Intake and Conflict Checks: Automate new-business intake and run conflict checks across matter and CRM systems without manual re-keying.
- Email Triage at Volume: Classify a full inbox, route remittances to payables, file executed contracts, and leave personal mail untouched.
- Document Filing and Version Control: Pull the executed copy from DocuSign, verify both signatures, and file it into NetDocuments as a new version with the firm's naming convention.
- Pre-Billing and Time Entry: Draft time narratives from calendar blocks and push prebill batches through review in Clio or Aderant.
- Cross-System Data Sync: Keep matters, contacts and amounts consistent between Salesforce, document management and billing systems as records change.
- Report Generation and Follow-Ups: Produce recurring reports and schedule client follow-ups on a fixed cadence with every step logged.
Claude Cowork
Anthropic
Desktop agent interface that brings Claude Code’s agentic capabilities to local files, long tasks, and parallel workflows in a secure VM.
Key features
- Local File Access: Directly reads and writes local files without manual upload, enabling Claude to organize folders, edit documents, and modify code in-place while running in a controlled environment.
- Isolated VM Execution: Runs agent sessions inside an isolated virtual machine on the user’s computer, providing sandboxed file and network access for improved security and containment.
- Long-Running and Parallel Tasks: Supports handing off multi-step, long-running work (research synthesis, bulk file organization, document generation) and coordinating parallel workstreams across sessions.
- Session Management and Persistence: Create sessions with custom working directories, resume previous conversations, and persist local session history in a SQLite-backed store for audit and continuity.
- Real-Time Streaming & Visualizations: Token-by-token streaming outputs, markdown and syntax-highlighted code rendering, and visualized tool calls with status indicators to follow Claude’s progress and reasoning.
- Tool Permission Controls: Fine-grained per-tool allow/deny controls and interactive approval panels to require explicit user consent before executing sensitive operations.
- Claude Code Compatibility: Reuses existing Claude Code configuration (~/.claude/settings.json) including API keys, base URL, and models, ensuring identical behavior and easy onboarding for Claude Code users.
- Write and edit code in any programming language via natural language prompts
- Manage local files: create, move, organize, and edit directly
- Run shell commands: build, test, deploy, and execute arbitrary commands with user approval
- Session management with custom working directories, resumable sessions, and local history stored in SQLite (better-sqlite3, WAL mode)
- Real-time token-by-token streaming output with visibility into Claude's reasoning
- Markdown rendering with syntax-highlighted code and visualized tool calls with status indicators
- Granular tool permission controls requiring explicit approval for sensitive actions
- Reuses Claude Code configuration (~/.claude/settings.json) — same API keys, base URL, models, and behavior
- Runs in an isolated virtual machine on the host for improved security and controlled file/network access
- Built with Electron (desktop), React frontend, Tailwind CSS, Zustand state management, and uses @anthropic-ai/claude-agent-sdk
Best for
- Local Codebase Automation: Ask Claude to find, edit, and refactor code across a local repository, run build and test commands, and prepare suggested commits without manually opening terminals.
- Research Synthesis and Document Generation: Run long-running synthesis tasks that read many local documents, create structured summaries, and produce formatted reports or slide decks.
- File Organization and Cleanup: Automatically organize, rename, and move files across local folders, apply consistent naming conventions, and generate an index or spreadsheet of results.
- Parallel Development Tasks: Launch multiple agent sessions to tackle bug backlogs, routine fixes, or feature branches in parallel and track progress visually across sessions.
- Professional Output Creation: Generate and format spreadsheets with working formulas, produce polished presentations, or assemble client-ready documents using local assets.
- Safe Automation for Sensitive Actions: Delegate scripted operations (e.g., deployments or file deletions) while requiring explicit approvals for any sensitive tool calls or network access.
- Automated code generation, editing, and refactoring across local repositories
- Managing and organizing local files and documents without manual uploads
- Running builds, tests, and deploy commands as part of multi-step workflows
- Long-running tasks such as research synthesis, file organization, and document generation
- Coordinating parallel workstreams and multi-repo tasks with visual progress and session controls
- Exploratory, iterative coding sessions with resumable context and local history