Launching today
LemonLime
Automates your existing workflows with a single prompt.
28 followers
Automates your existing workflows with a single prompt.
28 followers
LemonLime lets teams automate their workflows in minutes with a single click. It connects to your existing tools, studies your business, and self-creates specialized AI agents and automations that support your team. Don’t know where to start? LemonLime helps with that, too, automatically surfacing suggested automations that you can implement with a single click.
LemonLime
The per-business adaptation is the right instinct, but it's also the thing that bites at scale, and I say that as someone who built custom AI implementations before productizing. Every bespoke automation you ship is a maintenance liability the day an underlying API deprecates an endpoint or a model update shifts a prompt's behavior. Ten custom builds is fine, a few hundred and you're spending all your time patching drift instead of onboarding. How are you keeping the per-customer customization from turning into per-customer upkeep? Some shared automation core underneath, or is each one genuinely hand-built?
LemonLime
@dipankar_sarkar Yep, you're onto it. Good catch. We came from customer consulting as well, and pivoted because we realized so much of the work upfront was actually just finding and organizing things, the "company brain" buzzword being used. This is the shared automation core you're talking about, which acts as the roads for which our cards (agents) can operate much more effectively for them.
Congrats on the launch!
Most of the AI initiatives I've seen die because nobody owns them after week two. How does your team handle that?
Also, is there an onboarding period before LemonLime is useful, or is it delivering from day one?
LemonLime
@grace_knowhow Hey Grace! Totally, you've got a great point. There's a research study that found 95% of internal AI initiatives fall flat of tangible ROI (it's a 2025 survey, but hey, still a good reference point for what you're talking about).
One of the key points of LemonLime is that it's not designed to be a new tool you have to learn how to use, that's often why we saw things fall flat – if somebody has to own it, that's work, and people don't want additional work, they want less of it. LemonLime connects to tools and self-creates the automations and agents that help you, so you don't have to build a single thing and you can STILL get value out of the product (or at least that's the idea!).
Yep, there's absolutely an onboarding period (during which we deploy a LOT of concurrent agents to do deep research and reasoning on your business, product, industry, competitors, etc), though it's pretty quick, right now it's usually around 15-30 minutes after all tools are connected. So yes to both of those, there's onboarding, but it's still able to deliver from day one.
I like the focus on adapting to each business instead of forcing a one-size-fits-all workflow. This could make AI much more accessible for startups and SMBs. Congrats on the launch! One question: how long does it typically take for a new customer to get their first useful automation up and running?
LemonLime
@aren_barseghyan Hey Aren!
Yep, you hit the nail on the head. The effect of accessibility in AI (or lack thereof) is accelerating in magnitude. The disparity between those using AI and those without it is going to widen and widen, and the way it's happening right now, I believe we're seeing a lot of massive enterprise companies walking over the small businesses under them, and part of our mission is to bridge that gap. To give small businesses the same metaphorical firepower to succeed and scale with AI that their enterprise counterparts are blowing billions on.
After a new user signs up and connects their tools, it starts an automatic learning period, where we send out a LOT of concurrent agents across all the resources we can to gather as much company specific knowledge as possible. That knowledge then informs the quality and success of the first few automations you set up. Setting up your first automation can vary depending on where the data lives, in what formats, etc, though our knowledge retrieval makes it significantly faster than alternatives (shoutout @dani__munoz).
But, the answer you're looking for: Roughly ~5-10 minutes, or <3 minutes if you let me walk you through it and optimize your LemonLime to get the most out of it for your specifics use cases. And I'm VERY happy to give walk throughs, shoot me an email and we can set one up! jordan@lemonlime.ai
@jordanlemon how does the LemonLime decide when to use AI agents vs traditional automation rules?
LemonLime
@dipanshu_kushwaha5 It's less complicated than that, at least how we're running it. Longer, actionable skills that aren't just retrieval-based reasoning requests are the agents. This is "I want somebody to do sales for me" into the chat, and with all the context of your pre-existing customers, industry angles, your existing strategy, etc, it will immediately deploy a set of agents to go do that for you, instantly.
TL;DR: Agents run a series of actions. Automations store either an agent or a swarm of agents so that when you might want to re-run that agent's job semi-regularly, it is literally a single click, or even less if you have it running on a set schedule.
EverTutor AI
The hardest part of AI adoption isn't generating text or building agents—it's fitting into the messy reality of how businesses already operate. The approach of learning from existing workflows instead of forcing new ones is what caught my attention here. Curious to see how personalized the automations become over time and how you balance customization with scalability. Excited to follow this journey. 🚀
LemonLime
@suryansh_tiwari2 EXACTLY! You're exactly right about tradeoffs too. Sometimes sacrifice is inevitable, and for us, coming from a background working in consumer social and getting into the nitty-gritty of human behavior interacting with digital devices, we believe strongly in simple and easy to use over flexible/customizable.