kuantanu.

Chat with Dwi

Ask about my work
Hey — I'm Dwi. Ask me about the agents I've built, what I work with, or anything else you want to know.
All projects

Turns a blank page into a marketing plan

AI Marketing Agent

Give it your product and it puts together a full marketing plan, then helps you actually run it, sorting out the content and the steps instead of leaving you with a to-do list.

Screenshot / demo coming soon

The problem

Most "marketing help" tools stop at ideas — you still have to turn a plan into content and actually do the steps. Small teams and solo founders rarely have time for that middle part.

What I built

I built the agentic workflow that goes from a product description to a structured marketing plan, then coordinates the follow-on content work, plus the Next.js interface around it.

Architecture

  • A planning agent turns the product input into a structured, staged marketing plan.
  • Downstream agents/tools produce the content for each stage on demand.
  • LangChain orchestrates the steps; the Next.js app presents the plan and generated assets.

Key decisions

Plan as structured data

Representing the plan as structured stages (not a wall of text) let the app render it, track progress, and trigger content generation per step.

Outcomes

  • TODO: add a measurable result (e.g. "produces a multi-channel plan + first-draft content in one session").

Limitations

  • Quality of the plan depends on how well the product is described up front.
  • Execution still assumes a human reviews and publishes the output.

What I learned

  • Turning open-ended "marketing" into explicit stages made the agent far more useful and controllable.

Built with

Multi-AgentLangChainNext.js

Want to talk about building something like this? Get in touch or book a call.