# TL2DO — AI Finds Tasks in Messages

> AI Finds Tasks in Messages (iPhone/iPad app by Original Device LLC.)

- Source: https://appshunter.io/ios/app/tl2do/id6757261549 (this page in markdown: same URL + `.md`)
- Developer: [Original Device LLC](https://appshunter.io/developer/1508858790)
- Category: Productivity, Utilities
- Price: Free with in-app purchases
- Age rating: 4+
- Requires: iOS 15.0 · 134 MB
- Released: 2026-01-14
- Data updated: 2026-09-18
- User reviews in markdown: https://appshunter.io/ios/app/tl2do/id6757261549/reviews.md

## What is TL2DO?

Never Miss a Task Again

TL;2DO is your AI-powered inbox guardian that transforms chaotic conversations into crystal-clear action items. Wake up to a finished agenda—your tasks, extracted automatically.

THE PROBLEM WE SOLVE

Critical tasks hide in your inbox—buried in email threads, scattered across Slack channels, lost in Discord servers. TL;2DO reads what you can't.

MULTI-PLATFORM INTELLIGENCE

Connect all your communication channels:
• Email: Gmail, Outlook, Yahoo, iCloud, corporate IMAP
• Chat: Slack, Discord, Chatwork
• Projects: Jira, Trello, Redmine

One app. Seven platforms. Zero missed tasks.

ONE-TAP OAUTH SIGN-IN

Skip the password hassle:
• Slack: Authorize and auto-configure workspace
• Jira: Sign in with Atlassian account
• Chatwork: Secure OAuth with auto-refresh
No passwords stored—tokens only.

DUAL AI PROVIDERS

Choose your AI backend:
• Google Gemini: Flash-Lite, Flash, Pro models
• Groq: GPT-OSS models with FREE tier—no credit card required

AI-POWERED EXTRACTION

• Smart Summaries: 50-message threads → actionable briefs
• Auto-Task Detection: Finds promises, deadlines, commitments
• Context Aware: Understands who, what, and urgency
• Deadline Recognition: Extracts dates from natural language
• Assignment Tracking: Knows who's responsible

SMART SCHEDULING

• Manual runs for instant results
• Scheduled automation (pick times and days)
• Background processing while you sleep
• 12-hour cooldown prevents excessive API usage
• Smart notifications when analysis completes

MULTI-PROFILE POWER

Create profiles for work email, personal accounts, team Slack, side project Discord. Group into schedules: "Morning Work Check" at 8 AM, "Evening Personal" at 7 PM.

TABLET-OPTIMIZED

iPad split-view with master-detail layout—a desktop-class experience. Browse settings on the left, view details on the right.

PROGRESSIVE TESTING

Validate your setup step by step:
1. Fetch Only: Verify credentials
2. Fetch + Filter: See message grouping
3. Full Pipeline: Complete AI analysis

PRIVACY-FIRST DESIGN

• Your API keys—no intermediary server
• Local processing on your device
• Credentials in iOS Keychain (encrypted)
• No tracking or telemetry by default
• GDPR compliant

CLEAN INTERFACE

Two tabs: Reports + Settings. Dark mode native. 60fps animations. Offline access to view past reports.

SUBSCRIPTION

Free: 3 threads analyzed, 3-day history, all platforms
Premium: Unlimited threads, 30-day history

The price of a couple bananas per month. No trial. No credit card required.

13 LANGUAGES

Arabic, Bengali, Chinese, English, French, German, Hindi, Indonesian, Japanese, Portuguese, Russian, Spanish, Urdu. RTL support. Full Japanese encoding.

FOR BUSY PROFESSIONALS

Stop drowning in notifications. Track commitments across channels. Never miss a client request buried in a thread.

TL;2DO: Too Long; To Do
Your tasks are hiding. Let's find them together.

## Pricing and in-app purchases

Base price: Free.

**Subscriptions**

| Subscription | Price | Period |
| --- | --- | --- |
| Premium Monthly | $0.99 | per month |



## Version history (last 5 releases)

### 1.3.4 — 2026-02-14

Bug fix release. Premium status display now refreshes correctly.

### 1.3.3 — 2026-02-13

Bug Fixes:
- Removed background execution banner from Reports page for cleaner UI

### 1.3.2 — 2026-02-12

New Features:
- Visual Disabled State: Form fields now display clear visual feedback when disabled, improving accessibility

Bug Fixes:
- Input Sanitization: User inputs are now trimmed of whitespace before API calls, preventing validation issues
- Profile Creation: Service type selection is now preserved when changed during new profile creation flow

### 1.2.2 — 2026-02-02

New Features:
- Slack: Configurable Thread Discovery Days setting allows users to customize how far back the app searches for threads (e.g., 7, 14, 30 days)

Improvements:
- LLM configuration summary now displays the provider name (Cerebras/Groq/Gemini) for easier identification
- Rate limit tip added to AI configuration page to help users understand API throttling
- Swipe hint labels added to profile and schedule lists for better touch gesture discoverability
- Android time picker changed from clock-style to spinner for improved usability and consistency

### 1.2.1 — 2026-01-29

New Features:
- Discord Experimental: New two-pass threading connector that properly fetches thread messages from both active and archived threads, fixing message count accuracy issues
- Improved thread message fetching for Discord channels with nested threads

Improvements:
- Unified normalization logic between 1-pass and 2-pass Discord connectors using DRY pattern
- Thread count display now correctly shows actual message counts for all connector types
- DiscordExperimental and Redmine now display proper labels in profile list

Bug Fixes:
- Fixed Redmine OAuth: Now uses Bearer token for API requests (was missing auth header)
- Fixed Redmine OAuth: client_secret now properly required for token exchange
- Fixed thread count showing 0 for 2-pass connectors

Localization:
- Added 13 missing pipeline progress localization keys across all 13 languages

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## More apps by Original Device LLC

- [SightPiano](https://appshunter.io/ios/app/sightpiano/id6797168851)

All apps by Original Device LLC: https://appshunter.io/developer/1508858790

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-09-18.*