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Kanlet vs Odile Labs

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

Kanlet compared with Odile Labs
DetailKanlet logo KanletOdile Labs logo Odile Labs
What it doesSemantic context layer that helps AI agents understand your business data accurately Developer tools for AI agents: Direct, Gate and phone lines
StageMVP Not given
FoundedNot given Not given
Based inNot given US
Pricing modelNot given Not given
PricingNot given Odile Direct: 50 free tasks per month per agent identity; then $0.10 per delivered message or $0.50 per confirmed booking. Packs: $10 for 100 credits, $90 for 1,000 credits, $800 for 10,000 credits. Voice pilot: 2.5 credits per answered minute. Odile Gate: Free for 3 apps and 10,000 calls per month;
Key features
  • Connects to 15+ data systems including Snowflake, Databricks, BigQuery, Redshift, dbt, Airflow, Tableau, Looker, Power BI and Postgres
  • Extracts structural metadata including databases, schemas, tables, views, columns and relationship lineage
  • Provides Web-UI, MCP server and REST APIs for accessing semantic context
  • Automatic incremental updates with configurable sync schedules from on-demand to daily or weekly
  • Role-level access controls and data classifications including PII, PHI and SPII
  • Only reads metadata without accessing or moving actual data from systems
  • Integrates with quality monitoring tools including Monte Carlo, Anomalo and Bigeye
  • Business lookup by phone number and message sending
  • Free business booking and cancellation
  • API call enforcement and audit logging
  • Rate limiting and risky write approval holds
  • Real phone line with caller intake
  • MCP server integration
  • REST API and SDK support
  • Claude and ChatGPT directory connector
  • Business call transcripts and recordings
  • Agent identity and referral tracking
What makes it different
  • Eliminates confident AI mistakes by grounding agents in semantic context instead of having them guess from table names
  • Reduces AI token costs and speeds up answers by resolving schema and joins once upstream instead of in each agent query
  • Ensures consistent answers across all agents and teams using the same definitions and business logic
  • Provides complete traceability and auditability of AI decisions with documented context and ownership
  • Prevents agents from abusing API keys through an allow-list and approval holds
  • Provides free business lookup, booking and cancellation
  • Pay-as-you-go credits without monthly fees or contract
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)9 +1 (up) since last check28 no change since last check
Trust Flow (Majestic)13
Citation Flow (Majestic)2436
Referring domains (Majestic)2948

3 details filled in for both companies.

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