Plainwork
Watches how you actually work on your computer and, when it spots you doing the same repetitive thing over and over, offers to automate it for you with one click — no setup required upfront.
🔗 Visit Plainwork
Description
Most automation tools (Zapier, n8n) require you to already know what you want to automate and then go build it yourself — which means the automation opportunities you don't notice never get built. Plainwork flips that: it runs quietly in the background, watches patterns in how you use your desktop apps, and when it detects a repetitive sequence, it proactively suggests turning it into a one-click automation, with all the pattern detection happening locally on your device rather than sent to a server.
It works across applications without needing pre-built integrations for each one, includes a "teaching mode" for rare workflows you want to flag manually, supports up to 25 active automated habits (expandable), and connects to Slack, Linear, and Gmail for automations that span into those tools too. It's aimed at knowledge workers doing repetitive cross-application tasks, particularly in finance, HR, and admin roles.
💬 Our review
The short version: Plainwork's pitch — automation that finds itself instead of requiring you to notice and build it — is a genuinely different approach from Zapier or n8n, and worth trying free during its current beta if repetitive desktop busywork eats into your day.
Zapier and n8n are more mature and far more powerful once you know exactly what to automate, but they require you to identify the opportunity and build the workflow yourself; Plainwork's local, pattern-detection-first approach targets the opposite failure mode — automations you'd benefit from but never think to set up. Local-only processing is a real privacy plus for finance/HR use cases handling sensitive data. As a beta product with paid tiers not yet published, treat it as an experiment rather than a long-term commitment — verify it doesn't accidentally automate something you didn't intend before trusting it with anything consequential.
📊 Global score
🤖 AI-enriched data
Gratuit pendant la bêta, sans carte bancaire ; tarifs payants prévus mais non publiés
Pros
Détecte les opportunités d'automatisation sans que l'utilisateur les identifie lui-même
Traitement 100% local, aucune donnée envoyée à un serveur
Approbation en un clic, pas de configuration technique requise
Intégrations Slack, Linear, Gmail incluses
Cons
Produit en bêta, tarifs payants inconnus
Nécessite de vérifier qu'il n'automatise pas quelque chose par erreur
Moins puissant que Zapier/n8n une fois qu'on sait précisément ce qu'on veut automatiser