Platform comparison

Others sell one piece. AIOS is the complete system.

Running a company autonomously takes thirty-three capabilities. The table shows which product offers each one. Buyers stitch two or three of these together today and still have gaps. AIOS ships every row on one cognitive core.

Capabilities AIOS offers, compared with agent platforms, service agents, automation and in-app agents
CapabilityAIOScvlSoftAgent platformse.g. OpenAI Frontier, AnthropicService agentse.g. Sierra, Fin, DecagonAutomatione.g. UiPath, Power AutomateIn-app agentse.g. Salesforce Agentforce
Learns the work4 of 41 of 40 of 42 of 42 of 4
Watches an expert work and drafts the workflow1The desktop Observer records what they open, decide and do, then asks why.
Interviews your experts and writes it down2Their answers become steps, systems and reasoning your team approves.
Builds from a plain descriptionDescribe the process. It shows a plan first, then builds, checks and test-runs it.
A visual canvas for every workflowBranches, loops, approvals, timed waits and versions in one editor.
Runs the work4 of 41 of 41 of 43 of 42 of 4
Starts on its ownOn a schedule, an email, a form, an event, or a change in a connected app.
Works across your systems, not inside oneOne workflow reads and writes in every system the process touches.
Checks each step before it moves on3Every step is judged against its expected result and retried with feedback.
Simulates a workflow before it goes liveA suite of test cases runs it end to end, scored against a pass mark, and nothing is sent, posted or paid.
Talks to customers7 of 70 of 76 of 70 of 76 of 7
Answers and places phone callsThe same approved workflow, by voice.
Tests a voice agent with simulated callersEach caller has a goal and a voice, may cut in mid-sentence, and calls over a clean, typical or poor line. Every call is scored.
Sends and receives textsTwo-way SMS on numbers AIOS provides, or on your own.
Website chat, typed or spokenA one-line embed that can open pages, show slides and start workflows.
Email and collaboration platforms (Slack, Teams, etc.)Reads the message, does the work and replies in the thread.
Inside AI assistants (ChatGPT, Claude, etc.)4Share a workflow and people run it from the AI they already use.
Remembers every customer on every channelCommitments, preferences and next steps carry into the next conversation.
Knows the business2 of 21 of 21 of 21 of 21 of 2
Answers from your documents and websiteUpload policies and manuals, or point it at a site to read.
Learns from every run, without retraining5Lessons from each execution feed the next one. No prompt tuning.
Improves itself3 of 30 of 31 of 30 of 30 of 3
Reviews every night and builds the fix6Nightshift finds what is drifting or missing and has the repair waiting for your yes.
A missing connector gets built, not ticketed7Nightshift builds the connector a process lacks. After review, every account gets it.
Every run explained in plain languageWhat happened and why, not a log only an engineer can read.
Governs every action6 of 62 of 61 of 64 of 62 of 6
Every action is policy-gatedChecked against your rules before it reaches a system of record: deny, require approval, allow or log.
Writes rules from your policies, in plain language8Describe a policy and the AIOS agent writes the rule, shows what it would catch, then waits for your yes.
An expert’s sign-off on the steps that matterThe run pauses, and the decision is recorded beside the action it authorized.
An immutable audit ledgerMonths later, reconstruct what ran, on whose authority, and why.
Kill switches, circuit breakers and spend caps9Halt one run or the whole account. Breakers trip on cost, errors or scope.
Guardrails on what it saysMasks personal data, blocks prompt injection and stays off banned topics.
Connects everything3 of 30 of 30 of 33 of 31 of 3
Ready-made connectors for more than 100 systemsSalesforce, ServiceNow, NetSuite, Workday, Microsoft 365, Google Workspace and more.
Anything else through its API, database or inboxREST, webhook, SQL and email connections for systems without a connector.
An MCP and Agent to Agent (A2A) gatewayOutside tools and agents plug in as governed connections, and your workflows answer other agents.
Secures the account2 of 22 of 21 of 22 of 22 of 2
Single sign-on, SCIM provisioning and passkeysEntra ID, Google or any SAML provider, with two-factor codes.
Custom roles, departments and scoped keysPeople and integrations see only what their work needs.
Pays for results2 of 20 of 21 of 20 of 20 of 2
Choose the model per workflow, or bring your own key10Open models included, so no single provider holds the work.
Prices by outcome, not by seatThe outcome fee is charged only when a run meets its goal.
Offered in fullOut of 33 capabilities33every one7plus 21 partly12plus 15 partly15plus 11 partly16plus 12 partly
Offers itPartial, or needs a custom buildNot offered
The bottom line

What it takes to run a company autonomously

33

Offered in full by at least one of the four

−23

Missing, even if you buy all four*

10

Numbered as in the chart above

  1. 1Watches an expert work and drafts the workflow
  2. 2Interviews your experts and writes it down
  3. 3Checks each step before it moves on
  4. 4Inside AI assistants (ChatGPT, Claude, etc.)
  5. 5Learns from every run, without retraining
  6. 6Reviews every night and builds the fix
  7. 7A missing connector gets built, not ticketed
  8. 8Writes rules from your policies, in plain language
  9. 9Kill switches, circuit breakers and spend caps
  10. 10Choose the model per workflow, or bring your own key

*Category view from public product and pricing information, October 2026. Each column names a few examples; products within a category vary. Group counts are capabilities offered in full.

You pay for results. Not for software.

AIOS learns your processes and carries out the work across your existing systems—from customer follow-ups to invoice collection. Your team handles approvals and exceptions.

How AIOS works