Panorama

What are common patterns you've seen in terms of workflows teams find themselves getting stuck in that are able to be automated? What do the ideal solutions generally look like?

Been using this and it seriously 10x our efficiency.

This sounds very helpful! Curious how this works for companies with strict privacy regulations. Does Panorama store the workflow data it collects for training, or is it processed and discarded?

Cool launch! I like the idea of outsourcing the analysis part. When Panorama suggests an AI workflow, is there a human approval step before it "takes over" the task?

This is a great project! Does it support local models as well?

Been following Panorama's journey since the early days! So pumped to see it launch and helping every team automate the right things. Huge congrats to Jingwei and the team!!

discovery is the easy part - who prioritizes which workflows to actually run? curious if there's a scoring layer or if that's left to the team.

Most automation tools assume you already know what needs automating, which is half the problem. We're a small team using Slack, Notion, Google Workspace, and a bunch of other tools, and I'm sure there are workflows we repeat every week without realizing they could be automated. Having AI analyze the actual patterns and recommend automations instead of building them from scratch is a much better starting point. How much data does it need before the recommendations become useful? Like does it need weeks of history or can it find patterns pretty quickly?

Congrats on the launch! What sort of features have you planned on the roadmap @jingweihao & @jaclyn_lunger ?

Finding hidden structures is key, but AI often just automates existing Logic Debt. If the foundational logic is fractured, you're just scaling chaos. I fix the architectural skeleton before the tools are plugged in. Interesting launch, but watch your structural integrity.

Coolest launch of the day fs! What surprised you the most when observing how teams actually work vs how they think they work?

Hey Jackie, that trajectory from 1 to 100 employees and watching more and more time get eaten by glue work instead of real work is such a common pattern. Was there a specific week where you looked at your calendar or your to-do list and realized you’d spent most of it just preparing for things instead of actually doing them?

Here’s me being amused by Panorama telling me I only review code when feeling extra guilty

👋 try compose.withpanorama.com for free, our team will be online to debug and support issues!

Hey Product Hunt! I’m Jackie, co-founder of Panorama.As a scientist and first employee at Lila Sciences I witnessed something strange — along our trajectory from 1 employee to 100 there was always the same problem. Instead of spending 100% of time doing the work that propels the company forward, more and more time was spent constructing glue between teams, preparing for meetings, filling in forms. At twitter, Lyft, CashApp, and Google, my co-founder Jingwei saw the same thing even on the best teams.Panorama is built to free humans from this burden, by leveraging work data, surfacing hidden structures, and recommending personalized, collaborative flows.It sees you fill out the same notion document every Friday, and offers to provide a draft.It notices your team planning doc gets turned into linear tickets, and steps in to do it automatically.It notices subtle things you’ve been looking for answers to but don’t have time for — counting how many times the team is distracted, noticing who is burnt out and who can take on more.Try compose.withpanorama.com for free, and start running automations recommended just for you!