Comparison
Where CogniWork fits, and where it doesn’t
We are asked to compare ourselves with Notion, Airtable and Zapier, so here it is — including the rows we lose. If a table has no losses in it, it isn’t a comparison, it’s an advert.
What it replaces
One workspace instead of four subscriptions
Most operational work ends up spread across a spreadsheet that outgrew itself, an automation tool, a dashboard nobody trusts, and a person whose real job is wiring the three together. That is the thing we are replacing.
- The spreadsheet that outgrew itself Data structures with real queries
- The automation tool Workflows with human sign-off
- The dashboard nobody trusts Views bound to live data
- The person wiring it all together AI colleagues who do the rounds
Feature by feature
The table
Compared against publicly documented features as of July 2026. These products ship quickly — if something here is out of date, tell us and we’ll correct it.
| Capability | Notion Docs + databases | Airtable Databases + interfaces | Zapier Automation between apps | CogniWork AI-first workplace |
|---|---|---|---|---|
| Holding the work | ||||
| Structured data Typed records, relations, many-to-many links | Yes. Databases, relations, rollups | Yes. Best-in-class field types | Partial. Zapier Tables — basic | Yes. Typed entities; graduate to a real table |
| Documents and wiki Long-form writing, collaborative editing | Yes. The reason people buy it | Partial. Long-text fields, not documents | No. | No. No block editor. Use Notion. |
| Dashboards and charts Boards, tables, charts bound to live data | Yes. Charts and database layouts | Yes. Interface Designer | Partial. Zapier Interfaces | Yes. Built by asking; live queries, view history |
| Arbitrary queries Joins, window functions, grouped aggregates | No. Rollups only | No. Formulas and filters only | No. | Yes. Direct SQL as a first-class data source |
| Doing the work | ||||
| Run code against your data Real computation over real files | No. | Partial. Scripting block; sandboxed, time-limited | Partial. Code steps; short timeout, no filesystem | Yes. An isolated machine per workspace, with your drive mounted |
| Trigger → action automation When this happens, do that | Yes. Database automations | Yes. Automations | Yes. The category leader | Yes. Record, schedule and manual triggers |
| Processes that wait for a person Per-record state, approval gates, audit trail | Partial. Status fields by convention | Partial. Interface buttons and status | Partial. Approval steps, no per-record state machine | Yes. Workflow instances that sit in “waiting” until signed off |
| Connect to third-party apps Breadth of the integration catalogue | Partial. Connectors and an API | Partial. Integrations and an API | Yes. Thousands of apps — nobody is close | Partial. Any MCP server; a younger ecosystem |
| AI | ||||
| AI builds the system for you Describe it, and the structure appears | Partial. AI can create pages and databases | Partial. AI app building | Partial. AI-assisted Zap creation | Yes. The only way anything gets made here |
| Schedulable AI agents Unattended work on a timer | Partial. Agents | Partial. Agents | Partial. Agents | Yes. Named workers with their own model and tool scope |
| AI colleagues in a group chat with your team Several agents and several humans in one thread | No. | No. | No. | Yes. Mention one and it must answer; unmentioned, it may only offer |
| Reachable from Claude and coding assistants Your workspace as tools an outside agent can call | Yes. MCP server | Partial. Community MCP servers | Yes. MCP server | Yes. Scoped per workspace at sign-in, revocable |
| Run the whole product from a messaging app Not notifications — actual control | No. Slack integration answers questions | No. | Partial. Messaging as a step, not a control surface | Yes. Telegram, WhatsApp, Signal, iMessage — voice and files included |
| Operating it | ||||
| Granular permissions Per-page or per-record access | Yes. Page-level | Yes. Field and record level on higher plans | Partial. | Partial. Workspace roles and shared view links |
| Dedicated execution environment per customer Where AI-written code actually runs | No. Shared platform | No. Shared platform | No. Shared platform | Yes. One isolated machine per workspace |
| Compliance certifications SOC 2, ISO 27001, HIPAA | Yes. | Yes. | Yes. | No. Not yet. We will say so here when we have them. |
| Mobile and offline apps Native clients | Yes. | Yes. | Partial. | No. Browser, plus the chat channels |
| Pricing model How the bill is shaped | Yes. Per seat | Yes. Per seat | Yes. Per seat and per task | Partial. Free in beta; metered usage, visible per workspace |
Straight answer
Which one you should actually buy
Pick Notion
when the work is writing and organising it. Documents, a team wiki, a project tracker your team lives in. It is the best product in the world at that and we are not trying to be.
Pick Airtable
when you need a well-modelled operational database with a polished interface builder, and the work around it is done by people rather than by machines.
Pick Zapier
when the job is moving data between apps you already pay for. Nothing touches its integration catalogue, and it does not need to hold your data to be useful.
Pick CogniWork
when the work has to actually run. Real computation over your own data, processes that wait for a human and then continue, AI colleagues that do rounds while you sleep — and one place that holds all of it.
Two honest caveats
These aren’t mutually exclusive. Plenty of teams will keep Notion for writing and put the operational half here. That’s a sensible arrangement and we won’t pretend otherwise.
We’re younger. No certifications yet, no native apps, a smaller integration catalogue. If those are procurement requirements today, the honest answer is to wait — and to tell us, so we know what to prioritise.
The fastest way to compare is to try it.
Bring one initiative. Ten minutes is enough to see whether it belongs here.