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Caddi vs Topview: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Caddi and Topview — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Caddi logo

Caddi

Caddi, Inc.

Freemium

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.
View Caddi details
Topview logo

Topview

TOPVIEW PTE. LTD.

Freemium

An agentic AI video studio that plans scenes, picks models, and generates editable shots for films, micro-dramas, and marketing videos.

Key features

  • Agentic Canvas: A free-form workspace where the agent proposes scenes, generates assets, and executes the production flow while keeping voice, characters, and visual identity consistent across multi-shot videos.
  • Drama Studio: Produces micro-dramas, vertical dramas, and episode-style series from a novel, script, or rough plot with consistent characters, scenes, visuals, and sound.
  • Multi-Model Routing: Automatically selects among Seedance 2.5, Wan 3.0, MiniMax H3, Seedream 5.0, Kling 2.6, and GPT Image 2 per shot instead of locking users to one generator.
  • 3D Shot Composer: Place characters and props in a 3D scene and adjust the virtual camera to generate consistent shots from multiple angles before committing credits.
  • Board Asset Management: Runs image, video, audio, and avatar models in one place and organizes every output for review, comparison, and reuse.
  • Product URL to Ad: Feed a product page URL and the agent builds a UGC-style or conversion-focused promo video from the extracted product context.
  • Team Workspace: Shared projects, admin-controlled credit pools, usage monitoring, and grouped production assets for agencies and enterprise marketing teams.
  • MCP, Skill, and API Access: Exposes generation to external AI tools through an MCP server and Topview Skill, plus a REST API for programmatic pipelines.

Best for

  • Marketing Video Production: Turn a product URL or brief into a 30-second launch video or conversion-focused promo without an editor or motion designer.
  • Micro-Drama Series: Adapt a novel or plot outline into vertical short-form drama episodes with consistent characters across shots.
  • Cinematic Short Films: Generate a 90-second film-style short with camera movement, lighting, and mood direction from a scene idea alone.
  • UGC Ad Creation: Produce creator-style product ads at volume for ecommerce listings and paid social testing.
  • Video Cloning and Adaptation: Remake a viral video's pacing and structure for a different product or rebrand a competitor ad format.
  • Social Clip Repurposing: Convert raw footage into TikTok-ready vertical shorts and Reels with punchy pacing.
  • Agency Team Delivery: Let multiple creators work from shared projects while an admin controls credit spend across client accounts.
View Topview details