Vendor list · workflow automation & iPaaS
Workflow automation and iPaaS platforms, scored on the published rubric.
Cohort inclusion criteria
- Integration breadth: thousands of pre-built app connectors plus a generic API path for custom integrations.
- AI agents & orchestration: AI agents that plan and execute multi-step workflows with tool use and LLM orchestration.
- No/low-code build: a visual builder non-developers ship with, plus a code path for power users.
- Reliability & governance: error handling, retries, run logs, monitoring, and enterprise governance (RBAC, SSO, audit).
This set spans SMB self-serve automation, enterprise orchestration, and AI-native iPaaS. Each vendor is scored on its actual evidence per dimension - a capability a product structurally lacks scores zero, not a penalty for missing evidence.
Rubric (7 dimensions)
- Connector breadth (20%) - thousands of pre-built connectors plus a generic HTTP/API path and developer platform. The heaviest-weighted dimension.
- AI-agent + orchestration capability (18%) - first-class AI agents that plan and execute multi-step workflows autonomously.
- Build experience (no/low-code) (16%) - a visual no-code builder non-developers ship with, plus a code path for power users.
- Reliability + observability (14%) - error handling, retries, monitoring, run logs, and SLAs at scale.
- Governance + security (12%) - RBAC, SSO/SCIM, audit logs, data residency, and SOC 2 / ISO.
- Pricing + scalability (10%) - transparent pricing that scales from free to enterprise without runaway task costs.
- Time-to-value (10%) - sign-up to first automation in minutes, with templates.
Platforms in scope
Each platform below is scored against the rubric above. The score is the weighted total across the seven dimensions, after integration, scale, and pricing-transparency penalties.
01 Make Visual AI automation and iPaaS platform connecting 3,000+ apps Cross-industry 96 /100
Top strength Cohort-leading connector breadth (3,500+ apps plus HTTP/custom apps) behind a best-in-class visual no-code builder, with enterprise governance (SOC 2 Type II, ISO 27001, SSO, RBAC, audit logs) and transparent published pricing.
Top gap AI agents and MCP server are still in beta; no standalone funding/valuation, named leadership, or revenue-band evidence on the public surface.
Best for Teams that want a visual no-code automation platform with thousands of connectors, published per-tier pricing, and enterprise security controls, from SMB self-serve to enterprise.
02 Zapier No-code automation and AI orchestration across 9,000+ apps Cross-industry 89 /100
Top strength Cohort-leading connector breadth (9,000+ apps, 66,000+ triggers/actions, generic webhooks and a Workflow API) with near-instant self-serve time-to-value and transparent free-to-paid pricing; 3.4M businesses and 69% of the Fortune 1000.
Top gap AI agents are a first-class surface but sit atop a deterministic 2012-era workflow engine; no public quantified uptime SLA or ISO 27001/HIPAA disclosure was findable in frozen sources.
Best for Teams needing thousands of pre-built connectors, rapid no-code automation, and enterprise-grade governance with transparent pricing from a free tier upward.
03 Boomi Boomi Cross-industry 87 /100
Top strength AI-agent capability, build experience, and governance are the top dimensions: Agentstudio and Platform Agents with MCP support and a claimed 90,000+ enterprise agents in production, no-code tooling with the Flow builder and Boomi Suggest, and FedRAMP Moderate, SOC 1/2, ISO,...
Top gap Founding year, headcount, and revenue are not documented publicly; the iPaaS core predates the LLM era with AI capabilities added on top; uptime (99.99%) and agent-count figures are vendor-claimed; and enterprise tiers are quote-only above the published $99/month pay-as-you-go...
Best for Enterprise organizations (30,000+ customers per the vendor) needing governed AI-agent orchestration and compliance-heavy iPaaS reach across 1,000+ applications.
04 Tray.ai Enterprise orchestration platform for data and AI: agents, MCP governance, and 700+ connector iPaaS Cross-industry 81 /100
Top strength First-class AI-agent orchestration (Merlin Agent Builder + Agent Gateway for MCP) on a governed enterprise iPaaS with 700+ connectors, SOC 1/SOC 2 Type 2, GDPR/CCPA/HIPAA, US/EU/APAC data residency, and 100% execution-uptime claims at 150B+ integrations/year scale.
Top gap No public dollar pricing on any tier (all route to demo/sales) and no published founding year, funding, HQ, or quantified uptime SLA in frozen sources.
Best for Enterprise teams needing governed AI-agent orchestration alongside workflow automation and integration at production scale.
05 UiPath UiPath Cross-industry 80 /100
Top strength AI-agent and orchestration capability is the top dimension: Maestro coordinates AI agents, robots, and people across long-running adaptive processes, with curated connectors to Salesforce, Workday, Microsoft, SAP, ServiceNow, and Snowflake, FedRAMP Moderate authorization listed...
Top gap No dimension beyond agent orchestration reaches top marks; ISO 27001 status, the exact connector-catalog count, funding, and headcount are not documented publicly; and governance evidence beyond FedRAMP Moderate is thin on the public surface.
Best for Enterprise teams (10,800+ customers per the vendor) needing durable orchestration of AI agents, robots, and people with compliance controls across low-code and pro-code build paths.
06 Refold AI AI-native integration agents that design, deploy and self-heal enterprise integrations Cross-industry 77 /100
Top strength First-class autonomous integration agents (memory graphs, schema-drift handling, self-healing, MCP orchestration) over 1250+ enterprise connectors, with SOC 2 Type II, ISO 27001, RBAC, SSO and named enterprise references (Incorta, Kantata, OvationCXM, Naehas).
Top gap Pricing is quote-only with no published tiers (demo-request only); build UX is agent-driven and developer-leaning rather than a visual no-code canvas; seed-stage with no published SLA, headcount, or third-party audit reports.
Best for Enterprise software teams and professional-services orgs that need AI-native integration agents for complex systems of record (SAP, Oracle, Workday) where autonomous workflow creation, self-healing and rapid deployment matter more than SMB self-serve visual building.
07 Appian Appian Cross-industry 65 /100
Top strength Build experience and governance are the top dimensions: no-code and low-code development with drag-and-drop and natural-language app generation, backed by SOC 2 Type II, FedRAMP High, HIPAA, and ISO 27001 attestations, a 99.95% uptime claim, and an 8-week delivery guarantee.
Top gap Connector breadth is the weakest dimension (13 named templates plus OpenAPI and an SDK), and previously published per-user dollar pricing ($60 and $18 per user/month in 2020) is now quote-only with tiers but no dollar figures, a de-publication that carries a hard...
Best for Large enterprises and public-sector organizations needing governed, auditable workflow automation with embedded AI agents under FedRAMP High controls.
08 Nintex Nintex Cross-industry 61 /100
Top strength AI-agent capability, build experience, and time-to-value are the strongest dimensions: agentic AI for decisions and workflow orchestration, low-code visual designers accessible to citizen developers, template-driven rollout, and on-premises deployment including AI and identity...
Top gap Connector breadth centers on Microsoft, Salesforce, and SAP; no SOC 2, ISO, or FedRAMP attestations, uptime SLA, or status page are documented publicly; and previously published annual tier pricing (from $25,000, January 2024) is now quote-only, a de-publication that carries a...
Best for Enterprise teams (7,000+ organizations per the vendor) needing governed, on-premises-capable workflow automation with Microsoft, Salesforce, and SAP depth.
Missing a platform we should evaluate? Submit it here. We add platforms that meet the inclusion criteria above and score them on the published rubric. Vendors that submit are not given preferential treatment - methodology is published in plain sight.