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
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.
Topview
TOPVIEW PTE. LTD.
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.
