Every task in this section maps to an AI agent that runs it in 60 seconds. Builders ship the agent once; you pick the one you need and pay per use. Pick the agent that fits the work; Gravity handles distribution, matching, and execution.
A growth team watches three funnels. Onboarding, activation, payment. Each funnel has five to twelve steps. Mixpanel exposes those steps in the dashboard. The team checks the dashboard once a week, sometimes once a…
Every morning at a time you set, the agent calls the Microsoft Graph API and pulls the last twenty-four hours of messages from each whitelisted channel. For each message it asks one question: does the user need to…
Help Scout supports tags but does not enforce them. Over time a support inbox accumulates hundreds of tags, most of them near-synonyms applied by different agents in different weeks. Searching the tag cloud becomes…
A typical Freshdesk team has between four and twelve groups: Tier 1 Support, Billing, Technical, Sales, Account Management, Trust and Safety, and so on. New tickets land in a single inbox or in a per-channel inbox. A…
Every Confluence instance over two years old has pages nobody reads. The mess slows down search, confuses new hires, and surfaces wrong information in AI overviews and internal search.
Coda is the only working surface for some teams. Specs, OKRs, sprint plans, retros, customer notes, all of it lives in Coda docs. Over a week the team writes a lot, decides some things, and updates a few status…
Half of every meeting I have ever sat in dissolves into the question "wait, who owns that?" The decision was made. Three people will roughly remember it by Friday. Nobody has it written down. By the next standup, two…
Bank reconciliation in QuickBooks is one of those tasks that feels small until you actually do it. A bookkeeper sits down on a Monday morning, opens last week's statement, and starts clicking. Match this charge.…
Asynchronous video is supposed to save time. In practice it produces a recording that nobody watches, a transcript nobody reads, and a frustrated recorder who shrugs and falls back to writing a paragraph in Slack.…
An Instagram creator with 80,000 followers gets between 200 and 1,200 comments on a strong post. Of those, maybe 40 are real questions, 8 are partnership inquiries hidden in casual language, 30 are spam, 10 are…
The shared Drive of any company over two years old looks like a teenager's hard drive after final exams. "Untitled document (3)" at the root. Forty-seven copies of the same pitch deck named with the initials of…
The worst day of a Discord moderator's week is the day someone reports something that turned out to be fine, and someone else reports something the moderator missed, and a third person quietly leaves the server…
Selling on Amazon is mostly the act of reading reviews and responding to them. The reviews tell you whether the product is right, whether the listing is right, whether the packaging survived FBA, and whether your…
The most common failure mode of a team running ClickUp is not that nobody uses it. It is that the gap between "we decided this in the standup" and "this exists as a task with an owner and a due date" stays open for…
The pattern is familiar. An operations team builds an Airtable base. It starts as a single table with twenty rows. Eighteen months later it is thirty tables, four hundred fields, six views per table, and the only…
Misrouted tickets are the silent SLA killer. A queue of 800 tickets where half land on the wrong team is a queue of 1200, because every wrong route costs a reassignment, a re-read, and a re-clock on the SLA timer.…
Sixty Zaps is the point where the operator running them stops being able to remember what each one does. By Zap forty, the average operations lead is googling their own folder structure. By Zap sixty, half the Zaps…
Forty Trello boards across a team is the number where things break. Half are alive but slow. A quarter are dead. Another quarter are alive but unowned, with cards that have not been touched since someone's last role…
Most founders I know refresh the Stripe dashboard five or six times a day. They scroll the timeline, mentally subtract this morning's failed-payment notification, and decide whether the week is good or bad based on a…
Ask any sales manager what their reps actually do all day and you get the same answer: they sell for a few hours, then they spend the rest of the day typing what they did into the CRM. Salesforce's State of Sales…
On a backlog of a few thousand issues, nobody on the team can tell you which 30 issues are genuinely ready to pull into the next sprint, because the act of finding out is a half-day of clicking through filters.
The thing I find genuinely scary about SEO is the lag. A schema validation breaks on a Tuesday deploy. By Thursday, three of your top pages have dropped 6 positions on their head queries. Google Analytics still looks…
A CRM full of duplicates, missing fields, and stale records is the most expensive piece of software a revenue team owns, and the cheapest to fix if anyone has the time. Nobody has the time. A data-hygiene agent runs…
A Notion daily rollup agent reads activity across a fixed set of databases and produces one dated summary page. It is the moral equivalent of the standup notes a team writes at the start of every day, except the team…
A Mailchimp segmentation agent reads behaviour data and proposes audience segments. It does not send. It does not subscribe or unsubscribe. It does not run campaigns. Its job is the work the marketer would otherwise…
A Linear sprint summary agent runs at the end of a cycle and produces a written record of what shipped, what slid, what the team added mid-cycle, and what got cut. It replaces the manual end-of-cycle write-up that…
A HubSpot lead scoring agent reads the data HubSpot already holds and produces a single score and a one-paragraph rationale for every contact. The SDR opens the contact, sees the score and the top three contributing…
Most teams ignore Google Analytics until something is on fire. By the time something is on fire, the analytics signal has been visible for two or three weeks and nobody looked. A weekly summary agent removes the…
An expense-categorisation agent does the same job a bookkeeper does in QuickBooks or Xero, but for every transaction the company posts, not just the ones that get to month-end. It reads the corporate card feed, reads…
A Calendly follow-up agent listens for booking events, treats each invitee as a small workflow, and runs the sequence from confirmation to either a held meeting or a no-show recovery. It is not a drip campaign. It is…