Askel.ai

What Askel.ai does

Askel.ai is an Estonia-based B2B SaaS company founded in 2024 that provides an AI-powered customer integration delivery platform. The platform targets B2B SaaS customer onboarding teams, engineering and platform teams, and CS/revenue leaders, enabling them to connect customer systems, map per-customer data schemas, and ship go-lives without involving engineering queues. Its core technology combines an AI orchestration engine (autonomous agents that discover, sequence, and execute tool calls without hardcoded flows), automatic schema discovery with AI-proposed field mappings and confidence scoring, real-time schema drift detection with safe-patch proposals, preflight dry-run validation, a Universal Tool Registry supporting OpenAPI and MCP protocols, and multi-tenant access management with least-privilege tokens and audit trails. The platform is offered via a sales-led go-to-market with no self-serve free trial; customers book demos through Calendly and qualified teams receive proof-of-concept engagements. Revenue is generated through three subscription tiers (Starter, Growth, Enterprise) priced per plan based on monthly playbook executions, supplemented by usage-based overage fees (€0.001 per code-based execution and €0.01 per agent run) and enterprise professional services for custom connector development and dedicated onboarding. The company reports 79 managed integrations across CRM, ERP, IAM, productivity, and dev tools, and cites customer outcomes including a 94% reduction in manual work per customer (Job & Talent), up to 10x faster task completion, and go-lives in under 24 hours.

Name

Askel.ai

Legal name

Askel.ai OÜ

Website

https://askel.ai

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

1–10 employees

Short description

Askel.ai provides an AI-powered customer integration delivery platform that enables B2B SaaS onboarding teams to automate per-customer schema mapping, drift detection, and go-lives without engineering involvement. Founded in 2024 in Estonia.

Ownership category

akta.pro rank

Product category

Customer Integration Delivery Software

NAICS

Computer Systems Design and Related Services (54151)

SIC

Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372)

akta.pro primary industry

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

akta.pro secondary industries

AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Identity, Access & Secrets Management for AI Systems (IAM for agents/models) (HDAAAKAJ)

Keywords

• Customer integration delivery
• SaaS onboarding automation
• AI schema mapping
• Multi-tenant iPaaS
• No-code workflow automation

Headquarters

HQ city

Harku

HQ country

Estonia

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Infrastructure, Personnel, Marketing or Sales, Operations

Revenue model

1. Subscription - Starter Plan: Base tier providing 1 million playbook executions per month with unlimited customer integrations, schema auto-discovery, basic drift detection, and email support. Priced per plan with quote-based pricing for enterprise needs.
2. Subscription - Growth Plan: Unlimited playbook executions with all Starter features plus integration templates, full drift detection with safe-patch proposals, OAuth management, advanced monitoring, and priority SLA support. Higher-priced tier than Starter.
3. Subscription - Enterprise Plan: Custom-scoped plan for large-scale deployments with dedicated onboarding, SSO, advanced security controls, custom DPAs, custom SLA, on-premises deployment options, and dedicated account manager.
4. Per-Execution Overage - Code-based: Code-based playbook execution (deterministic runs for syncs, field mappings, drift checks, validations) charged at €0.001 per execution above plan limits. Staging and dry-run executions do not count toward limits.
5. Per-Execution Overage - Agent Run: AI agent runs handling reasoning-heavy steps (schema discovery, intelligent mapping proposals) charged at €0.01 per run above plan limits.
6. Professional Services (Enterprise): Custom connector development and dedicated onboarding/implementation support included in Enterprise plan.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels6 records

Core offering

Askel.ai is an AI-powered customer integration delivery platform that enables B2B SaaS onboarding teams to connect customer systems, map per-customer data schemas, validate integrations via preflight dry-runs, and ship go-lives without engineering tickets. The platform combines an autonomous AI orchestration engine, automatic schema discovery, real-time drift detection, a universal tool registry (79+ managed integrations via OpenAPI/MCP), and multi-tenant access management for secure, auditable per-customer deployments.

Product overview

Askel.ai is a no-code automation platform for customer integration delivery. The core platform enables SaaS companies and onboarding teams to automate repetitive tasks and connect customer systems using everyday language without coding. The platform consists of the main Askel.ai Platform with pricing tiers (Starter, Growth, Enterprise) and multiple use cases including Customer Onboarding, Schema Mapping, Product Automation, Customer-Defined Automations, and Agentic AI. Key platform capabilities include AI Orchestration, Schema Auto-Discovery, Drift Detection & Monitoring, Universal Tool Registry, Multi-Tenant Access Management, and Preflight Validation. The platform supports 79 managed integrations across CRM, ERP, cloud, IAM, productivity, and dev tools with OpenAPI and MCP protocol support.

Differentiator

Problem solved

Functional benefit

Products and services

• Askel.ai Platform Core AI-powered customer integration delivery platform that lets SaaS onboarding teams discover customer schemas, map fields, run preflight validations, monitor drift, and ship go-lives autonomously. Supports REST, SOAP, GraphQL, and MCP protocols, Python SDK, and 79 managed integrations across CRM, ERP, IAM, productivity, and dev tools.
• Starter Plan Entry-level subscription tier for teams beginning to scale onboarding: 1 million playbook executions per month, unlimited customer integrations, schema auto-discovery, AI-assisted field mapping, preflight validation, basic drift detection, audit logs, and email support. Quote-based pricing on multi-year contracts.
• Growth Plan Mid-tier subscription for teams actively scaling customer onboarding: unlimited playbook executions, reusable integration templates, full drift detection with safe-patch proposals, OAuth management, per-customer endpoint access controls, advanced monitoring dashboard, and priority SLA support. Quote-based pricing on multi-year contracts.
• Enterprise Plan Custom-scoped subscription for large-scale deployments: includes everything in Growth plus custom connector development, dedicated onboarding/implementation support, SSO, advanced security controls, custom DPAs, custom SLAs, on-premises deployment options, and a dedicated account manager.

Quantifiable outcome

• 94% reduction in manual work per customer
• +4 more outcomes

Named customers5 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration25 records

AI capability7 records

Feature8 records

Partnerships

Seven partnerships are on record, tiered infrastructure and core ai.

• Amazon Web Services (AWS)infrastructureTechnology or IntegrationAWS provides cloud infrastructure, storage, and AI services for natural language processing. Askel.ai's data is hosted in Ireland on AWS, benefiting from AWS's security and compliance infrastructure.
• OpenAI Ireland Ltd.core aiTechnology or IntegrationOpenAI provides AI services for natural language processing, powering Askel.ai's AI agent capabilities including schema discovery, field mapping proposals, and intent interpretation.
• Anthropic Ireland Ltd.core aiTechnology or IntegrationAnthropic provides AI services for natural language processing, supplementing OpenAI as an AI model provider for Askel.ai's agentic capabilities.
• Google LLCinfrastructureTechnology or IntegrationGoogle provides productivity and collaboration tools, cloud infrastructure, and AI services for natural language processing. Google is also used for SSO authentication via Google accounts.
• Clerk, Inc.infrastructureTechnology or IntegrationClerk provides authentication and user management services for Askel.ai's platform.
• LangChain Inc.core aiTechnology or IntegrationLangChain provides LangSmith observability and monitoring services for AI applications, supporting Askel.ai's AI agent orchestration and execution monitoring.
• Infisical Inc.infrastructureTechnology or IntegrationInfisical provides secrets management and security services for Askel.ai's platform, supporting secure credential handling across multi-tenant customer integrations.

Scale indicators8 records

Expansion highlights6 records

Direct peers

• Merge: Unified API platform purpose-built for B2B SaaS customer integrations. Most directly comparable to Askel.ai on multi-tenant schema discovery and per-customer mapping use cases, though Merge sells unified APIs while Askel sells agentic orchestration.
• Paragon: Embedded integration platform that enables SaaS companies to ship customer-facing integrations. Same target buyer (B2B SaaS product teams) and overlapping positioning around turnkey customer integration delivery, with deeper enterprise sales motion.
• Prismatic: White-label embedded integration platform for B2B SaaS companies. Closely comparable on the customer onboarding integration delivery use case and on the playbook/template compounding model.
• n8n: Open-source workflow automation platform with a strong technical-user community. Comparable on workflow automation, AI agent orchestration, and the horizontal SaaS customer base, with a self-host option Askel does not offer.
• Pipedream: Developer-focused integration platform with code-level customization. Overlaps with Askel on workflow automation and integration delivery for technical teams, though Pipedream is developer-self-serve while Askel targets non-technical onboarding teams.

Broad incumbents

• Workato: Enterprise iPaaS leader with broad automation portfolio and significant capital. Competes for the same enterprise SaaS integration delivery budget but is a larger, general-purpose platform rather than a tenant-aware, AI-native specialist.
• Tray.io: Enterprise iPaaS focused on general automation and integration. Comparable on the integration delivery use case but with broader scope and significantly more funding than Askel.ai.
• Make (formerly Integromat): Visual iPaaS platform serving SMB and mid-market. Indirectly comparable because Askel explicitly positions against Make's inability to handle per-customer schemas, but Make is a much larger incumbent with a self-serve motion Askel does not offer.
• Zapier: Largest iPaaS incumbent, focused on SMB and prosumer workflows. Askel's differentiation narrative explicitly cites Zapier's lack of multi-tenant schema awareness, making it a frequent comparison but not a head-to-head direct competitor at the enterprise tier.

Others

• LangChain: AI agent orchestration framework used by Askel.ai as infrastructure via LangSmith. Not a direct competitor — Askel is a customer/integrator of LangChain — but represents the broader AI agent infrastructure ecosystem in which Askel operates.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Askel.ai