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Gradient Labs 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.

Gradient Labs compared with Custodian Labs
DetailGradient Labs logo Gradient LabsCustodian Labs logo Custodian Labs
What it doesAI agents for financial services customer operations Deploy production-grade AI agents in 2 minutes with built-in PII protection
StageStartup Not given
Founded2024 Not given
Based inGB NZ
Pricing modelContact for pricing Freemium
PricingOutcomes-based pricing model where customers pay only for successful query resolutions. Integration options include day 1 value on Intercom, Zendesk or Freshdesk, typically delivering 20-50% resolution rate for easiest queries, or more comprehensive integration achieving 80-90% handling time automat 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
  • End-to-end dispute automation with evidence gathering and chargebacks
  • Collections agent for account arrears with personalized outreach
  • KYB automation with document verification and business checks
  • Insurance claims intake and processing
  • Customer service agent with conversation memory and action execution
  • Procedural agent controlled in plain language without coding
  • Built-in financial services compliance guardrails
  • Omnichannel support across phone, chat, email, SMS and social
  • Real-time monitoring and performance tracking
  • Multi-language support with same quality and compliance
  • 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
  • Full operational depth covering back-office work that other AI agents avoid
  • Consistently higher CSAT than human teams with 98% customer satisfaction
  • No platform fees - pay only for successful query resolutions
  • Seamless integration with existing platforms without replatforming
  • 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 votes00
DR (Domain Rating by Ahrefs)55 no change since last check3 no change since last check
Trust Flow (Majestic)119
Citation Flow (Majestic)3723
Referring domains (Majestic)45852

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