Kindo vs Sema4.ai (2026): which should you pick?
As of Nov 13, 2026, Kindo and Sema4.ai share a 1.6 GPA, neither has a free plan and their prices can't be set side by side, so the choice depends on whether you care more about ease of use, where Kindo grades higher, or platforms, where Sema4.ai does.
Checked Nov 12, 2026 and Nov 13, 2026 · graded Nov 12, 2026 and Nov 13, 2026 by ToolGPA
They get the same grade on value for money, the free plan and features.
Price, platforms and features side by side. The table says where each price was read and when.
Which one is for you
Pick Kindo if
- Fits if you are an IT or security team that has to control how staff use AI agents
- Works for regulated companies that need on-prem or air-gapped deployment
Look elsewhere if
- Not for you if you want self-serve signup, as no plan or trial is described
- Skip it if you need a published price, because none is
- Not for you if you are a small shop, since it is built for enterprise buyers
- Watch out: the SOC 2, ISO 27001 and HIPAA claims 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
How we grade them
| 1.6GPAKindoWeak | 1.6GPASema4.aiWeak | |
|---|---|---|
| Value for money | CNo price is published; the pricing address redirects and the site points to a demo or a free assessment. | CNo price could be read: the vendor's site answered with a bot check and the docs state none. |
| Free plan and trial | FNo free plan or trial on record. The path in is a demo or an assessment. | FNo free plan or trial on record, only demo agents to look at. |
| Features | CAgent oversight, data-loss policies, an agent builder, shadow-AI discovery and security models. It is a governance tool, not a general agent builder. | CProjects with shared context, work items, connections and an audit record. The docs say the API reference, SDKs and deeper analytics are not yet written up for Version 3. |
| Ease of use | CNo rating on record. Rules, policies and deployment choices all need setting up, including on-prem or air-gapped options. | DNo store rating, and self-hosting needs a cluster such as EKS or AKS plus an identity provider. |
| Platforms and integrations | CWeb platform only, with no integrations named on the pages read. | BWeb, with Snowflake, Teams, Slack, GitHub, Gmail, Stripe, SharePoint and Postgres listed. |
| Best for | governing and metering company AI agents | enterprise teams that want agents under audit and control |
The GPA is the average of the five grades: an A is 4 points, an F is none. The full reasons are on each tool's page: Kindo and Sema4.ai. How we grade
Where they differ
In commonWebSelf-hostablePublic APIAI featuresWorkflow automationAI agents
At a glance
| Kindo | Sema4.ai | |
|---|---|---|
| Pricing | Paid | Paid |
| Starts at | Not published | Not published |
| Free plan | None | None |
| Free trial | None listed | None listed |
| Web | ||
| Made by | Kindo | Sema4.ai |
| Price read from | Not confirmed | Not confirmed |
| Checked | Nov 13, 2026 | Nov 12, 2026 |
Worth knowing
Kindo
- No prices are published; the pricing address redirects to the platform page and the site points to a demo and a free assessment.
- The product is built for enterprise buyers, and no self-serve plan or free trial is described on the pages read.
- The vendor says it holds SOC 2 Type II and supports ISO 27001, PCI DSS, HIPAA, GDPR and NIST CSF; these are its own claims.
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.
Key features
Kindo
- Agent oversight
- Shows every AI agent, its owner and its state in one place, and lets teams stop a run and meter what each agent uses.
- Policy and DLP
- Enforces data boundaries at runtime to prevent leaks when agents touch data, models and tools.
- Deep Hat and Deep Hat Sift
- Deep Hat is a cybersecurity model for red teams and security operations; Sift filters alerts, tickets and logs so only events needing analysis reach an agent.
- Agent Builder and Action Chat
- Tools for building agents for critical work, with the vendor offering 24x7 central support.
- Shadow AI discovery
- A free assessment connects a few data sources and builds a first AI registry that includes unsanctioned AI accounts and tools.
- Flexible deployment
- Runs on premises, in your own cloud, in Kindo's cloud, or air-gapped.
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.
Plans
Kindo
Pricing could not be confirmed. See kindo.ai.
Sema4.ai
Pricing could not be confirmed. See sema4.ai.
Common questions
Which is cheaper, Kindo or Sema4.ai?
As of Nov 13, 2026, Kindo has no price we could confirm, and Sema4.ai has no price we could confirm.
Which has a free plan, Kindo or Sema4.ai?
As of Nov 13, 2026, neither Kindo nor Sema4.ai has a free plan.
More comparisons
How this page was made
- The verdict at the top follows a fixed rule. When both tools are in the same category and either is in our top three for it, the verdict follows that ranking: the higher-placed tool is our pick. The top three weigh who each tool suits as well as its grades, so a pick can go against the GPA. Otherwise the page does not pick one and says which grades higher: the higher GPA first; on a tie, the one with a free plan, then the one that starts cheaper in dollars a month, counted the same way for both; if they are still level, what the choice depends on.
- The grades are our own, from each tool’s review or report card. The GPA is their average.
- Prices, plans and platforms come from each tool’s listing. The table above says where each price was read and when.
- The differences and the answers to the questions are worked out from those listings.