Caddi vs Concierge by Juniors AI: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Caddi and Concierge by Juniors AI — 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.
Concierge by Juniors AI
Herpenza Technologies Pvt Ltd
AI-first customer support agent for WhatsApp, email and social that answers from your knowledge base and runs on your own database and LLM keys.
Key features
- AI Resolution with RAG: Retrieval-augmented answers from your indexed knowledge base, with confidence-based escalation to a human.
- Multi-Channel Inbox: WhatsApp (via Gupshup and other adapters), email and social channels in one inbox.
- Real-Time Agent Console: Live chat, internal notes, saved replies with slash commands, park-and-resume and Slack alerts.
- Role-Based Access: Human agent, supervisor and admin roles enforced at middleware on every API call.
- Configurable SLAs: First-response, resolution and escalation targets per priority with breach alerts to Slack or email.
- Analytics Dashboards: My Performance, Team Performance, Organization and AI Resolution views filterable by period, channel, priority and assignee.
- Bring Your Own Infrastructure: Stores data in your own database, cache and object storage and works with any LLM.
- MCP and API Access: Read and write tools exposed through the Juniors AI MCP server plus an OpenAPI spec.
Best for
- An e-commerce support team lets the AI answer order-status questions on WhatsApp using shipping policy and order API data.
- A support lead sets a confidence threshold so uncertain conversations are routed automatically to the right human.
- An operations manager monitors SLA health and AI resolution rates in the analytics dashboards.
- A regulated company keeps all conversations in its own database while using AI-first support.
- A developer asks Claude through MCP to list open WhatsApp conversations and summarize recurring complaints.
- A supervisor gets Slack alerts when a department is blocked or an SLA is about to breach.