Kognitos vs Sema4.ai (2026): which should you pick?

Pick Kognitos if

• Fits if you run finance or operations processes and want them written down in plain English
• Makes sense if you want to try a free workspace before any contract

Look elsewhere if

• Not for you if you need a published price, as paid use is quoted by sales
• Watch out: the free workspace's limits are not stated on the pages read
• Tight if you want short terms, since contracts are annual or multi-year and shorter terms are for pilots
• Watch out: the security claims on the page, such as SOC 2 and HIPAA, are the vendor's own

Pick Sema4.ai if

• Fits if you are an enterprise team that needs a record of what agents did
• Makes sense if you work on Snowflake and want agents there

Look elsewhere if

• Not for you if you want a price, as none could be read
• Skip it if you can't run a cluster, since self-hosting needs EKS or AKS and an identity provider
• Watch out: the docs say the API reference and SDKs are not yet written up for Version 3
• Not for you if you want a free plan, because none is on record

Kognitos

• Paid pricing is not published. The FAQ describes consumption-based pricing, and a quote comes from the sales team.
• The vendor offers enterprise contracts with annual and multi-year terms; shorter terms are mentioned only for pilots and mid-market.
• Security claims such as SOC 2, HIPAA and GDPR readiness come from the vendor's own FAQ.
• The free workspace's limits are not stated on the pages read.

Sema4.ai

• No pricing could be read: the vendor's site answered with a bot check, and the documentation states no prices.
• The docs say the API reference, the SDKs and deeper analytics surfaces are not yet written up for Version 3.
• Self-hosting needs your own cluster, such as AWS EKS or Azure AKS, plus an identity provider.

Kognitos

English as Code

Automations are written as plain-English instructions rather than code or screen-scraping bots, so business users can build and maintain them.

Exception handling

When an agent meets an exception it pauses, a person answers in plain English, and the run resumes from where it stopped. The vendor says the answer is kept for next time.

Deterministic execution

The vendor says agents follow the process as defined and log each decision, and it describes the engine as neurosymbolic rather than a pure language-model agent.

Prebuilt AI Employees and apps

The navigation lists 61 AI Employee roles and more than 100 apps, with solutions for finance, banking, healthcare and manufacturing.

Enterprise system connections

The FAQ says Kognitos connects to SAP and more than 200 other enterprise systems, including Oracle, NetSuite, Workday and Salesforce.

Sema4.ai

Projects with shared context

Projects hold files, instructions, data, memories, skills and integrations, and you can chat with a Project to build or change what is inside it.

Workflows and work items

Workflows run with triggers, including a bound email address, and produce work items with a drafted answer that people can confirm, correct or send back.

Connections and data sources

The docs list providers such as SharePoint, Microsoft Teams, Gmail, GitHub, Slack and Stripe, MCP servers, and Snowflake and Postgres data.

Audit and evidence record

Administration pages cover audit lenses, deterministic execution, isolation of runs and alignment with COSO controls.

Self-hosting

Deployment guides cover AWS EKS, Azure AKS and other targets, with identity providers such as Entra ID, Okta and Auth0 for sign-on.

Kognitos

• Free workspace$0

  Sign up, build automations in plain English and run them without a paid engagement. The FAQ does not state usage limits.

• EnterpriseCustom

  Consumption-based: priced by transactions processed and agent complexity, with annual or multi-year contracts, quoted by sales.

Sema4.ai

Pricing could not be confirmed. See sema4.ai.