Adapt vs Superhuman Docs (formerly Coda) (2026)

Adapt

by Adapt

Superhuman Docs (formerly Coda)

by Superhuman

Pros

• ✓Usage-based pricing with no seat minimums and a genuinely free starter tier lowers adoption friction. Starter gives every user $25 in free credits, a $100 Slack bonus, and up to $300 for work-domain signups, so teams can run real workflows before committing to a paid plan.
• ✓Slack-native interaction means end users adopt nothing new: anyone can tag @Adapt in an existing channel to query data, trigger workflows, or run cross-system analysis. Adapt also exposes a hosted MCP server (early access, June 2026), so external agents and tools can connect over the Model Context Protocol and inherit full company context.
• ✓SOC 2 Type II certified, with GDPR and CCPA listed on the security page and an explicit commitment that user data is never used to train AI models. OAuth tokens and API keys are stored in encrypted infrastructure, addressing the privacy objections that block AI tool adoption.

Limitations

• ⚠Microsoft Teams is not supported, so organizations where Slack is not the primary chat platform must rely on the web or mobile app for all interactions, reducing the chat-native experience central to Adapt's value.
• ⚠Zero independent reviews on G2, Capterra, or any third-party platform as of Q3 2026, so buyers have no external validation beyond vendor-published testimonials to assess reliability and support before committing.
• ⚠Credit-based pricing is harder to forecast at production scale than flat-rate billing, so teams running complex cross-system workflows may find costs less predictable than no-code alternatives such as Zapier or Make.com ($9/mo billed annually).

Pros

• ✓Only Doc Makers are billed, so Editors and Viewers who work in existing docs are free on every plan, including Enterprise.
• ✓800+ integrations with two-way sync for tools such as Jira, Salesforce and Asana, plus a Docs MCP server listed in Anthropic's Connectors Directory and the OpenAI App Directory.
• ✓Holds ISO 27001, ISO 27017 and ISO 27018 certificates and publishes a SOC 3 report, with SOC 2 Type 2 reports and a HIPAA Business Associate Agreement on Enterprise.

Limitations

• ⚠Docs AI is in Beta, and its unlimited use on paid plans runs under a fair-use policy, while the Free plan gets a limited number of Docs AI and MCP trials.
• ⚠SAML SSO, SCIM, audit logs and HIPAA are Enterprise-only, and connector data refreshes daily on Pro against hourly on Business and Enterprise.
• ⚠Under the HIPAA agreement, Docs AI web search, vision and prompt caching are unavailable, and third-party Packs and connectors fall outside the agreement.