Lindy after 12 months - honest review from a 50-person marketing team

Alright, let's get this out of the way. We've been running Lindy as our primary "AI assistant" platform for the marketing team for a full year now. We're about 50 people, split between content, design, paid media, and marketing ops. The hype cycle is over. Here's what you actually get when the rubber meets the road, the good, the bad, and the "why is this happening."

First, the good – where it genuinely saved time and didn't just create a new chore.

* **Meeting summarization and action item extraction is solid.** It's not perfect, but it's consistent. We have it hooked into Google Meet and it posts a formatted summary with clear "Who / What / By When" items into a dedicated Slack channel. This alone probably justifies the cost for us. Reduced the "what did we decide" follow-up emails by about 80%.
* **The "Custom Lindy" automation for repetitive internal processes works well, once you beat it into shape.** We built one that handles our new vendor onboarding checklist. It pings the requester in Slack, collects the needed info via a form, drops it into a specific Google Sheet, and alerts the finance lead. It's a simple workflow, but it runs reliably. The key is keeping these automations stupidly simple. The moment you try to make them clever, they break.
* **Document Q&A for our internal wikis is decent.** The marketing team lives in Notion and Google Drive. Having a Lindy that's trained on our brand guidelines, campaign playbooks, and editorial calendar means new hires or folks from other departments can ask "What's the approval process for a whitepaper?" and get a straight answer without hunting. Accuracy is high because it's our own, controlled documents.

Now, the rough edges. This is where the "AI agent" fantasy meets the sysadmin reality of debugging why something failed at 3 PM on a Thursday.

* **The "set it and forget it" promise is a lie.** Lindys degrade. They need maintenance. Permissions change on a Google Doc, an API gets updated, a website's structure changes and your web-scraping Lindy starts pulling garbage. You need a person, probably in marketing ops, to own these things. They are pets, not cattle.
* **Context limits are a constant battle.** The "infinite context" marketing is misleading for practical use. Yes, it can hold a long conversation, but when you have a Lindy trained on multiple large documents *and* trying to follow a complex, multi-step automation, it gets confused. You start getting generic answers or it hallucinates steps. We've had to split single complex processes into two or three smaller, dumber Lindys to maintain reliability.
* **Integration "depth" is often shallow.** It connects to 100+ tools, which is great. But the *actions* it can perform are often just the basic CRUD operations. Want it to do something slightly niche in HubSpot or Jira? You're probably out of luck, or you're building a custom API call yourself, which defeats the purpose for a non-technical team.
* **Cost predictability is an issue.** The per-user, per-month fee is clear. But when you start building these automations ("Custom Lindys"), you hit the task limits. A "task" is any discrete action. Sending a Slack message, reading a Google Doc, writing a row to a sheet – each is a task. A moderately complex workflow can burn through your monthly allotment quickly, and the overage fees are painful. You have to monitor this like you'd monitor your cloud bill.

Here's a snippet of the kind of simple, robust configuration that actually works in production for us. This is the core of our "Campaign Launch Checklist" Lindy. Anything more complex than this started to fail.

```yaml
# campaign_launch_lindy.yaml (simplified)
trigger:
- new_row_in_google_sheet: "Campaign Launch Tracker"
actions:
- send_slack_message:
channel: "#campaign-ops"
text: "New campaign '{campaign_name}' registered. Starting checklist."
- create_jira_ticket:
project: "MKT"
issue_type: "Task"
summary: "Setup tracking for {campaign_name}"
description: "Auto-generated from Launch Tracker. Owner: {campaign_lead}"
- delay:
hours: 24
- send_slack_message:
channel: "@{campaign_lead}"
text: "Reminder: Please review the Jira ticket for tracking setup."
```

**Final verdict after 12 months:** It's a powerful tool, but it's a *tool*, not a colleague. It requires operational oversight, clear boundaries, and a mindset of building simple, fault-tolerant automations. For our 50-person team, the meeting summaries and document Q&A provide broad value, while the automations provide deep value for about 10-15 power users who learned its quirks. If you go in expecting a magic bullet that understands your business nuance and adapts perfectly, you'll be disappointed and broke. If you go in like you're deploying a new piece of infrastructure – with documentation, defined ownership, and a rollback plan – you can get real, tangible efficiency gains. Just budget for the time to maintain it.