SmartStaff.io vs Kognitos

SmartStaff.io

AI colleagues grouped into teams that run a repeatable process; every run drafts a plan a human approves before any work executes.

Free / €19.99 / €49.99 / €99.99 per month, Enterprise on request

Kognitos

Neurosymbolic platform automating finance, procurement and IT processes written in plain English; pauses on exceptions and encodes the human's resolution as reusable guidance.

No public pricing; consumption-based, free self-serve workspace, enterprise quote-only

Visit Kognitos

Every row below was checked against Kognitos's own documentation on August 3, 2026, and against our source code for our column. Nothing here is inferred from a competitor's marketing claims.

Where we are ahead

Capabilities where SmartStaff.io does more than Kognitos.

  • Per-run plan drafted before any work executes

    YesSmartStaff.ioNoKognitos

    Does each execution produce a plan artefact before the first unit of work runs?

  • Plan visible to a human before execution

    YesSmartStaff.ioNoKognitos

    Can a person read that plan before the work starts?

  • Plan editable by a human before execution

    YesSmartStaff.ioNoKognitos

    Can a person rewrite, reorder or drop steps and then approve?

  • Gate is ON by default, not opt-in

    YesSmartStaff.ioNoKognitos

    Out of the box, does a human have to approve something before side effects happen?

  • Confidence score computed structurally, not self-reported

    YesSmartStaff.ioNoKognitos

    Is there a plan/run confidence score derived from checkable structure rather than asked of the model?

  • Multi-agent team with role-specialised members

    YesSmartStaff.ioNoKognitos

    Is a team of differently-roled agents a first-class product concept?

  • Prebuilt agent catalogue (personas, not workflow templates)

    PartlySmartStaff.ioNoKognitos

    Can you adopt a ready-made agent persona, as opposed to a workflow template?

  • External AI client can clear a human gate over MCP

    YesSmartStaff.ioPartlyKognitos

    Can Claude/ChatGPT approve or reject pending work through the MCP surface?

    kognitos_control_run offers pause/continue and reply_to_exception resolves a waiting exception — adjacent, but it resolves an exception rather than clearing a pre-execution gate.

  • Self-hosting / customer-controlled deployment

    PartlySmartStaff.ioNoKognitos

    Can the customer run it in infrastructure they control?

    No. What exists is Remote Connections — an IPsec VPN tunnel so cloud-hosted Kognitos can reach on-prem systems. Reaching your network is not running in it.

  • Czech-language product UI

    YesSmartStaff.ioNoKognitos

    Is the product interface available in Czech?

Where Kognitos is ahead

We are not going to pretend these do not exist. If one of them decides your case, buy theirs.

  • Process definition separate from execution

    PartlySmartStaff.ioYesKognitos

    Is there a durable process definition distinct from an individual run of it?

  • Per-action (tool call) approval

    NoSmartStaff.ioPartlyKognitos

    Can an individual tool call be gated mid-execution?

    Exception-driven, not gate-driven. A run enters Waiting when the agent cannot resolve something; Validation exceptions mean 'the automation needs confirmation that a condition or business rule has been met'.

  • Final-output approval

    NoSmartStaff.ioPartlyKognitos

    Is there a review gate on the deliverable before it is sent?

  • Process definition versioned (history + rollback)

    NoSmartStaff.ioYesKognitos

    Is there version history with a way back to a previous version?

    'Each time you publish a draft, Kognitos creates a new major version… Published versions are locked and repeatable. New runs always use the latest published version. In-progress runs continue on the version they started with.'

  • Learned rules are scoped and human-auditable

    PartlySmartStaff.ioYesKognitos

    Can a person list what the system has learned, see where it was applied, and retire it?

    Each guidance entry records Root Cause, Guidance, creator and timestamp, plus an 'Applied to Runs' table listing every run where it fired. Searchable and deletable without affecting past runs. Best in field.

  • Trigger: schedule / cron

    NoSmartStaff.ioYesKognitos

    Can a run start on a schedule?

  • Non-interactive API credential (API keys)

    PartlySmartStaff.ioYesKognitos

    Is there a machine credential, so server-to-server callers need not hold a user session?

  • SOC 2 Type II

    NoSmartStaff.ioYesKognitos

    Is there a SOC 2 Type II report?

  • ISO 27001

    NoSmartStaff.ioYesKognitos

    Is the vendor ISO 27001 certified (not merely 'aligned' or engaged)?

    Claimed in the site FAQ alongside SOC 2 Type II, HIPAA and GDPR, with 'ISO/IEC 42001 alignment work underway in 2026'. The trust centre blocks automated access, so this is vendor-stated rather than independently verified.

Where we are level

Both platforms answer these the same way.

  • Diff between versions

    NoSmartStaff.ioNoKognitos

    Can two versions be compared side by side?

  • Staging/prod environments or git sync

    NoSmartStaff.ioNoKognitos

    Is there a promotion path between environments, or git-backed source control?

  • Human feedback automatically changes later runs

    YesSmartStaff.ioYesKognitos

    Does a correction on a finished run alter behaviour on subsequent runs without a human editing a prompt?

    BENCHMARK. Troubleshooting Guide: 'When an exception occurs, Kognitos checks the guide for resolution instructions. If they exist, it applies them automatically. If they don't, it pauses to ask for help.' Kognitos also mines resolution patterns and suggests new guidance. Limitation: guidance is scoped per automation with no cross-automation propagation.

  • MCP server

    YesSmartStaff.ioYesKognitos

    Does it expose itself over MCP to external AI clients?

  • MCP server with OAuth 2.1

    YesSmartStaff.ioYesKognitos

    Is that MCP server protected by OAuth 2.1 with spec discovery, rather than a static bearer key?

  • Trigger: webhook / API

    YesSmartStaff.ioYesKognitos

    Can an outside system start a run over HTTP?

  • Trigger: platform-issued inbound email address

    YesSmartStaff.ioYesKognitos

    Does the platform mint an address that starts a run, as opposed to polling a mailbox you own?

    'An email trigger starts a run whenever an email is received at a unique address generated by Kognitos… (e.g., automation-abc123@us-1.kognitos.com)'. Content and attachments become inputs; filters on sender, CC and subject.

  • Run audit trail / event timeline

    YesSmartStaff.ioYesKognitos

    Is there a per-run record of what happened, step by step?

Not verified

We could not confirm these from Kognitos's own material. Absence of evidence is not evidence of absence — ask them.

  • Per-agent knowledge base (RAG)

    YesSmartStaff.ioNot verifiedKognitos

    Can knowledge be attached to an individual agent and retrieved at run time?

  • MCP client

    YesSmartStaff.ioNot verifiedKognitos

    Can it consume external MCP servers as tools?

  • Trigger: Slack / Teams

    NoSmartStaff.ioNot verifiedKognitos

    Can work be started from a chat platform?

  • EU data residency for application data

    YesSmartStaff.ioNot verifiedKognitos

    Is there a documented EU location for the customer's stored data?

  • Documented control over LLM inference region

    PartlySmartStaff.ioNot verifiedKognitos

    Is there a documented way to constrain where the prompt is processed, or to bring your own model?

Every run drafts a plan you approve before any work happens. The free plan needs no card.

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