TODO for AI vs Custodian Labs

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

TODO for AI compared with Custodian Labs
Detail	TODO for AI	Custodian Labs
What it does	AI workspace for high performers where your team and agents collaborate on one shared board	Deploy production-grade AI agents in 2 minutes with built-in PII protection
Stage	Startup	Not given
Founded	2025	Not given
Based in	HU	NZ
Pricing model	Paid	Freemium
Pricing	Starter $20/month (early-access, becomes $30/month after launch) with $20/month AI usage. Pro $100/month (early-access, becomes $150/month) with $100/month AI usage. Ultra $200/month (early-access, becomes $300/month) with $200/month AI usage. Team Standard seat $30/month, Team Premium seat $120/mon	Basic (Free): 100k tokens, 1k requests, GPT-6 Luna, email and community support. Starter: $19/month (was $49): 1m tokens, 10k requests, all models with newest first, priority 24/7 support, direct roadmap input, monthly 1:1 product call, free compliance assessment. Custom: contact for enterprise need
Key features	Shared board for team and AI agents collaboration Support for multiple AI models including Claude, GPT, Gemini, Grok Understands company website and files to inform task suggestions Learn and replicate company brand voice for communications Generate business growth TODOs and suggestions Create and share live interactive dashboards and reports Automated task scheduling and recurring execution Work delegation and progress tracking Cloud VM and persistent workspace storage Connect to 25+ external tools and platforms	Guardian Layer PII protection with remove, mask, transform or detect options Support for over 100 AI models including OpenAI, Anthropic, Google, Mistral and open-source Build with Python, JavaScript or visual no-code builder Multi-agent routing with specialized agents on different models Tools including web search, Gmail, X, URL scraping and document parsing Built-in knowledge base with automatic retrieval, embeddings and citations Zero infrastructure deployment with hosted endpoint and auto-scaling Session memory included in deployments Bring your own API key or use Custodian-managed models Custom entity types for PII protection
What makes it different	Early-access pricing locked for life while subscribed, guaranteed for 12 months minimum All your team's secrets stay on your devices, never stored on company servers	Guardian Layer proprietary PII protection keeps context while protecting sensitive data Deploy production agents in 2 minutes with no infrastructure setup One-line model switching across 100+ models without changing agent logic Complete support agent with knowledge base and memory in 6 lines of code Built-in multi-agent routing for specialized agent teams
Community votes	0	0
DR (Domain Rating by Ahrefs)	45 +2 (up) since last check	3 no change since last check
Trust Flow (Majestic)	21	9
Citation Flow (Majestic)	27	23
Referring domains (Majestic)	69	52

6 details filled in for both companies.

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