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How Tradestack launched their MVP in 6 weeks using LangGraph Cloud

See how Tradestack built and launched their MVP with LangGraph Cloud, adding reliability and improved performance to their agentic workflows. Company Announcements LangChain How Tradestack launched their MVP in 6 weeks using LangGraph Cloud The LangChain Team September 25, 2024 4 min Go back to blog Create agents Create agents Share Tradestack is a UK based startup with a mission to make the trades businesses more efficient. This process typically consumes 3.5 to 10 hours for a single project quote.

Agent or tool
LangChain
Topic
Sales & Marketing
Reported on
Blog (LangChain)
Added
2026-11-11

Why it matters

Sales and marketing run on research, lists and follow-ups. Agents are starting to take on that groundwork, freeing people for the conversations that actually close deals. It is one of 613 sightings filed under Sales & Marketing on Agent Sightings (number 274 by interest), and one of 25 involving LangChain.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into LangChain or any similar agent and adjust the details to your situation.

I want an agent to do the research and drafting for this sales or marketing workflow, and stop for my approval before anything is sent. The tool in the source case was LangChain.

Saved

Tip: Start small: run it once on a low-stakes example, read what the agent did, and only then let it run on real work.

Source

Read the original first-hand account on Blog (LangChain): https://langchain.com/blog/customers-tradestack. Our summary is a paraphrase; details are in the source.

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