Nightly Rundown

Review Tomorrow's Work

  1. Open Nightly Rundown from the company workspace.
  2. Review completed work, unresolved items, and suggested tasks.
  3. Approve or edit work that requires a person.
  4. Open Plan to see the resulting schedule.

Nightly Rundown summary and suggested work

The Nightly Rundown is your company's autonomous end-of-day engine. Every night it runs on its own, reviews everything your company did, actively checks your live tools and tomorrow's readiness, plans and (when you allow it) schedules the next day's work, then delivers the whole briefing to you by email and in your chosen channel, with one place to approve anything extra it found.

It's not just a summary screen you open. It's a per-company job that fires on a schedule, thinks about tomorrow, turns its best ideas into real tasks (capped and gated to your comfort level), and even assigns you the steps only a human can do, so your company keeps moving overnight and you wake up to a clear, actionable plan.

Note: The Nightly Rundown is part of a feature rollout and is controlled by a per-company setting, so it may not be switched on for every company yet. Everything below describes how it behaves when it's enabled.


How It Works at a Glance

  1. It runs itself, nightly. Each company gets its own nightly schedule (default 10:00 PM in the company's local time, configurable). The job fires on that schedule every night, including weekends, without you opening anything and without slowing down your company's other work.
  2. It reviews today + inspects your live tools. It gathers your real last-24-hours activity and runs a read-only AI review that actively probes your connected apps, payments, email, and integration health to catch fresh signals.
  3. It plans tomorrow. A mini planner turns the review's findings into a capped set of real next-day tasks, sequenced around your fixed plan and your company's mode.
  4. It respects your autonomy level. On autopilot it auto-approves up to your nightly cap and schedules the work; in supervised mode it queues those tasks as proposals for you to approve.
  5. It assigns you the human steps. When something genuinely needs a person, connect an app, upload a file, give feedback, ship a physical item, it creates a task for you that holds the dependent agent work until you've done it.
  6. It delivers + saves. It saves the rundown to your account (the database is the source of truth), emails you the briefing, and can post it, with interactive approve/deny buttons, into a connected Slack, Teams, or Discord channel.
  7. It's instant when you open it. Opening the Nightly Rundown shows the already-generated briefing immediately, no waiting, no errors.

When It Runs

The Nightly Rundown runs on a dedicated per-company nightly schedule, by default 10:00 PM in the company's local timezone, and you can change the time (see Turning It On & Setting the Time).


What It Reviews

Before it shows you anything, the Nightly Rundown gathers your company's real activity, it never invents a summary. The end-of-day digest reads the last 24 hours; the planner additionally considers a configurable lookback window (see Lookback Window below) so its recommendations are grounded in the right amount of history.

It looks at So it can show you
Tasks that ran (from your authoritative task-run history) How many tasks succeeded and how many failed
Files & documents created What your company actually produced today
Approvals processed + items still waiting What's been decided and what still needs you
Requires-action items Anything blocking a task until you act
Today's activity & errors Highlights worth knowing and problems to look at
Your live schedule (real scheduled jobs) Exactly what is set to run tomorrow
Connected vs. disconnected integrations Apps that are broken or expired and could stall tomorrow's work
Your active plan The fixed work tomorrow is built around
Billing context Today's task-fee spend, your credit balance, and any tasks blocked for balance

Every billing read is safeguarded, if it can't be loaded, the rundown still shows everything else rather than failing.

Active Live-Tool Inspection

Beyond reading your stored activity, the nightly review actively inspects your live tools each night, read-only, it looks at things like Gmail, your payments/Stripe state, your connected MCP apps, and overall integration health to surface fresh signals (a customer email that needs a reply, a payment that needs attention, an integration that quietly expired). These probes are strictly read-only, the review can look, but it never sends, charges, or changes anything on its own. If a probe fails (for example, a disconnected integration), that becomes a visible integration-health finding in your rundown rather than being silently dropped.


Lookback Window

You choose how much history the nightly planner weighs when it reasons about tomorrow:

Preset Roughly how far back Best for
Daily ~3 days Fast-moving companies that want tight, recent-focused planning
Weekly (default) ~2 weeks The balanced default, enough context without over-reaching
Monthly ~1 month Slower cycles where monthly patterns matter
Quarterly ~1 quarter Big-picture, longer-horizon reasoning

The window is always bounded, so even a quarterly lookback stays fast and never dumps unbounded history. The day's summary is always the last 24 hours, the lookback only widens what the planner considers.


The Next-Day Planner

Open Tasks after the planner finishes to review the resulting work and the reason each task was added, continued, changed, or dropped.

Next week replanned in the task workspace

This is what makes the Nightly Rundown an engine rather than a digest. After the review, a mini planner proposes net-new work worth doing that isn't already in your fixed plan, and, when you allow it, turns those proposals into real next-day tasks that are scheduled to run tomorrow.

This replaces the old behavior where suggestions were only recommendations that never became work.


How Generated Tasks Are Gated (Your Autonomy Level)

The next-day tasks follow the same autonomy tier and approval system the rest of your company uses, there's no separate, parallel approval path:

You stay in control of the comfort level; the nightly engine simply plugs into it.


Tasks the AI Assigns to You (Human-Gated Work)

Some essential steps can only be done by a person, connecting an account, uploading a deliverable or file, giving a decision/feedback, or a real-world action like shipping a physical item. The Nightly Rundown can detect when a human is genuinely required and create a task for you, then hold the dependent agent work behind it until you've completed it, even in full autopilot.

This way the AI never silently stalls or pretends a blocked-on-you task is done, it asks you for exactly what it needs and keeps everything else moving. (This shares the same human-task system the weekly planner uses, so your human to-dos live in one place.)


Delivery: Email + Your Channel

When the rundown is generated and saved, it reaches you two ways:

Everything stays consistent: the email, the channel message, and the in-app modal show the same plan and the same approvals.


What You See in the App

Opening the Nightly Rundown shows a single, unified next-day plan with clear sections:

The header shows the date, the company name, and which AI model produced the review.


Tomorrow's Readiness Labels

Each task set to run tomorrow gets a label so you know, at a glance, whether it will just run or wait for you:

Label What it means
Auto Runs without asking. The company (or this task) is set to auto-approve, or the task is low-risk enough to run on its own.
Scheduled Will run as planned, no approval needed.
Likely Approval Will probably ask for your OK first, the company is in a supervised mode, or the task is higher-risk or set to always require approval.
Pending Approval An approval is already waiting for this task right now.
Blocked on You A human step must be completed first (connect / upload / decide / do) before the dependent task can run.
Ready / Setup Needed / Blocked Runtime states, ready to go, needs an app connected first, or currently blocked.

These labels are derived from your real autonomy settings, live approval records, and human-task gating, so they reflect what will actually happen, not a guess.


Suggested Tomorrow Work

Alongside the tasks it schedules, the review also surfaces ideas as cards, recommendations that explain why they're worth doing, how likely they are to need approval, and which screen to open to act on them. Suggestions come in seven kinds:

Type What it suggests
Plan gap Useful work your fixed plan missed
Follow-up A natural next step to something that already happened
Integration fix A disconnected or broken app to reconnect before it blocks tomorrow's work
Analysis A one-off analytical or diagnostic task
Content opportunity A content or SEO opportunity to capitalize on
Approval follow-up A recurring approval pattern that could become a standing rule
Risk review A prompt to investigate failed, blocked, or error events

Each carries a priority (low / medium / high) and an approval likelihood (none / maybe / likely) so you can triage fast.


How It's Generated

The Nightly Rundown is produced by a real, read-only AI review running on Neotask's gateway, on the nightly schedule. The review can inspect your live tools, connected apps, and activity, but it never changes anything or runs a task on its own, only the planner (gated by your autonomy level) schedules work. It returns a structured summary, highlights, watchouts, and a prioritized set of suggested-tomorrow-work items, and it self-corrects if its first draft comes back malformed.

The review uses whichever AI model your company is set to use. Failure is always visible, never silent: if a review comes back empty or unusable, the engine reports it and leaves your last good rundown intact, it never overwrites a working briefing with an empty one. Each rundown is saved to your account (the database is the source of truth), so it's consistent across devices and kept as a record.


Turning It On & Setting the Time

The Nightly Rundown is configured in Notification Preferences for each company:

"Receive a nightly summary of all activity, tasks run, and pending items, and let Neotask plan and tee up tomorrow's work."

Every setting is saved to your account (the database is the source of truth), so it follows you to any device. When the engine is off, no nightly job runs and nothing is scheduled, though you can still open the Nightly Rundown button on demand.