Open-loop detection
Taskless looks for the hidden work inside messages: follow-ups, decisions, forms, bills, and reminders.
Autora Labs
The action layer for digital life.
Autora builds trusted AI operators that find unfinished work, prepare the next step, and act only with your approval.
Taskless Inbox is the first wedge: Gmail transformed from a pile of messages into a queue of prepared decisions.
Gmail Connected◇
Autopilot queue
Taskless found 0 things needing attention.
Your inbox has been reduced to decisions: approve, snooze, dismiss, or edit the suggested next step.
Scan inboxReview queueOpen proof log
Next decisions
Every action is reviewable before Taskless does anything.
No actionable work detected in the current sync window.
T
Taskless
Inbox operator
Autopilot queue
Taskless found 0 things needing attention.
Your inbox has been reduced to decisions: approve, snooze, dismiss, or edit the suggested next step.
27
Emails scanned
0
Action items
0
Pending approvals
1st
wedge is Gmail, because email is where open loops pile up first.
0
actions happen quietly. Taskless waits for approval before sending.
6+
digital surfaces are on the near roadmap, from bills to schoolwork.
24/7
directional vision: a calm operator watching for unfinished work.
The problem
Every app leaves a little unfinished work behind.
Emails, messages, bills, appointments, documents, schoolwork, job applications, subscriptions, and decisions sit across different systems. The weight is not one task. It is the constant feeling that something important is hiding somewhere.
Hidden work pattern
The user is forced to be the router.
Modern tools notify. They rarely finish. Autora is building the calm layer that notices what still needs a human decision and prepares the moment of action.
Email follow-ups
Calendar conflicts
Bills and renewals
School portals
Job applications
Documents to finish
Subscription changes
Social messages
What makes it different
Not another dashboard. An approval-based operator.
The product experience is a simple contract: Taskless detects work, explains why it matters, prepares the next step, and waits.
Next-step preparation
The product turns vague digital pressure into a concrete queue item with a suggested next move.
Editable drafts
When a reply is the right next step, Taskless prepares a draft that can be shaped before use.
Approval queue
Approve, edit, snooze, dismiss, or automate. The user stays in charge as the system earns trust.
Proof logs
Detections, drafts, approvals, sends, failures, snoozes, and dismissals are recorded.
Sync foundation
Manual scans, hourly sync groundwork, and Gmail watch foundations support the first workflow.
How it works
From scattered signal to approved action.
1
Connect your apps
2
Detect open loops
3
Prepare next steps
4
Review the queue
5
Approve with proof
Real workflows
Concrete work, not vague automation.
The first version starts with Gmail. The product direction is broader: a command center that helps finish the small digital obligations people carry all day.
Inbox
The email that needs a real response
A message arrives with a request, a deadline, and a messy thread behind it. Taskless extracts the obligation and prepares the reply.
Detect obligation
Draft response
Wait for approval
Life admin
The bill, form, or subscription you meant to handle
The future command center should surface recurring obligations before they become mental clutter.
Find renewal
Explain impact
Queue next step
Opportunity
The application or follow-up that cannot disappear
Job, school, founder, and customer follow-ups become prepared actions instead of loose anxiety.
Track open loop
Collect context
Prepare follow-up
Trust before autonomy
The user stays in the loop until trust is earned.
Taskless should feel like relief, not a system running loose in the background. The queue is visible, editable, and grounded in proof.
No quiet autonomy
The first principle is simple: no email sends without explicit approval.
Explain the why
Every queue item should make clear what Taskless found and why it may matter.
Prepare before acting
Taskless does the tedious setup work, then gives the user a calm decision point.
Earn automation
Automation should arrive only after repeated, understood, user-approved patterns.
Vision
A command center for unfinished digital work.
Email
Calendar
Bills
Docs
School
Jobs
Taskless
approval layer
Inbox is only the first wedge. The near-future Taskless product is a unified command center for open loops across email, calendar, documents, bills, schoolwork, job applications, subscriptions, and eventually social messages.
The bigger product is a trusted action layer over the user's apps, not merely an email assistant or productivity dashboard.
Build progress
A functional prototype, built honestly.
Current prototype: Gmail connection, inbox scanning, AI task extraction, approval queue, draft generation, approved sending, proof logs, manual scanning, and hourly sync foundation.
Hardening areas
Trust, security, onboarding, monitoring, tests, webhook verification, and multi-account support are still active work.
Early access
Stop carrying your inbox in your head.
Start with Gmail. Help shape the trusted command center for the rest of digital life.