Askel.ai

What does Askel.ai actually do?

Askel.ai helps customer onboarding teams connect customer systems, map their data, and deliver go-lives without filing engineering tickets. Engineering builds the integration template once. Your onboarding team deploys it to each new customer, with schema discovery, preflight validation, and drift monitoring built in.

How is this different from Zapier/Make/UiPath?

Those tools are built for static, predefined workflows. They don't adapt to each customer's unique field structure, and they live outside your product. Askel.ai is built for multi-tenant delivery: it discovers each customer's schema automatically, proposes field mappings, and detects drift after go-live. Your onboarding team owns the process end-to-end.

How do you handle tenant-specific fields?

Every customer's Salesforce, NetSuite, or Jira is configured differently. Askel discovers each customer's objects and fields automatically, proposes mappings with confidence scores, and flags anything that needs your review. When a customer adds a custom field or renames an object later, Askel detects the change and proposes a safe patch before anything breaks.

Can I bring my own integrations?

Yes, you can use our managed, versioned connectors or bring your own: upload an OpenAPI spec or register a remote MCP server with OAuth. Add coverage in minutes. We support REST, SOAP, GraphQL, and MCP protocols.

What about security and compliance?

We encrypt all data at rest and in transit, with SOC 2, ISO 27001, and GDPR compliance. We use per-customer encryption, strict access controls, and Zero-Standing Access (ZSA) policies. Customer data is processed and stored in dedicated cloud zones with audit trails for every action.

How is this different from exposing MCP tools from my app?

MCP servers expose actions. You still have to handle planning, parameter resolution, retries, and per-customer identity on top of them. Askel.ai consumes MCP and OpenAPI endpoints and manages all of that on your behalf, with per-customer access controls and a full audit trail included.

How quickly can we get started?

Most customer onboarding teams are up and running in under 24 hours. Your team uploads your API spec, defines what the playbook should do, and Askel generates the integration template. From there, your onboarding team can start deploying to customers the same day. We provide documentation, SDK support, and a working session to help you get there fast.

What happens when customer schemas change?

We automatically detect schema drift and generate safe patches. You get notified of changes, can review the impact assessment, and approve patches before they're applied. No more breaking integrations when customers add custom fields or rename objects.