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 KognitosEvery 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.ioNoKognitosDoes each execution produce a plan artefact before the first unit of work runs?
Plan visible to a human before execution
YesSmartStaff.ioNoKognitosCan a person read that plan before the work starts?
Plan editable by a human before execution
YesSmartStaff.ioNoKognitosCan a person rewrite, reorder or drop steps and then approve?
Gate is ON by default, not opt-in
YesSmartStaff.ioNoKognitosOut of the box, does a human have to approve something before side effects happen?
Confidence score computed structurally, not self-reported
YesSmartStaff.ioNoKognitosIs there a plan/run confidence score derived from checkable structure rather than asked of the model?
Multi-agent team with role-specialised members
YesSmartStaff.ioNoKognitosIs a team of differently-roled agents a first-class product concept?
Prebuilt agent catalogue (personas, not workflow templates)
PartlySmartStaff.ioNoKognitosCan you adopt a ready-made agent persona, as opposed to a workflow template?
External AI client can clear a human gate over MCP
YesSmartStaff.ioPartlyKognitosCan 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.ioNoKognitosCan 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.ioNoKognitosIs 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.ioYesKognitosIs there a durable process definition distinct from an individual run of it?
Per-action (tool call) approval
NoSmartStaff.ioPartlyKognitosCan 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.ioPartlyKognitosIs there a review gate on the deliverable before it is sent?
Process definition versioned (history + rollback)
NoSmartStaff.ioYesKognitosIs 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.ioYesKognitosCan 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.ioYesKognitosCan a run start on a schedule?
Non-interactive API credential (API keys)
PartlySmartStaff.ioYesKognitosIs there a machine credential, so server-to-server callers need not hold a user session?
SOC 2 Type II
NoSmartStaff.ioYesKognitosIs there a SOC 2 Type II report?
ISO 27001
NoSmartStaff.ioYesKognitosIs 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.ioNoKognitosCan two versions be compared side by side?
Staging/prod environments or git sync
NoSmartStaff.ioNoKognitosIs there a promotion path between environments, or git-backed source control?
Human feedback automatically changes later runs
YesSmartStaff.ioYesKognitosDoes 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.ioYesKognitosDoes it expose itself over MCP to external AI clients?
MCP server with OAuth 2.1
YesSmartStaff.ioYesKognitosIs that MCP server protected by OAuth 2.1 with spec discovery, rather than a static bearer key?
Trigger: webhook / API
YesSmartStaff.ioYesKognitosCan an outside system start a run over HTTP?
Trigger: platform-issued inbound email address
YesSmartStaff.ioYesKognitosDoes 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.ioYesKognitosIs 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 verifiedKognitosCan knowledge be attached to an individual agent and retrieved at run time?
MCP client
YesSmartStaff.ioNot verifiedKognitosCan it consume external MCP servers as tools?
Trigger: Slack / Teams
NoSmartStaff.ioNot verifiedKognitosCan work be started from a chat platform?
EU data residency for application data
YesSmartStaff.ioNot verifiedKognitosIs there a documented EU location for the customer's stored data?
Documented control over LLM inference region
PartlySmartStaff.ioNot verifiedKognitosIs 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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