AI automation, with the operator in the loop

Operator-ready AI recipes for Indian SMBs.

Long-form, field-tested playbooks with the n8n JSON, Notion templates, and Claude prompts that ship the workflow. No hype, no half-finished demos — only recipes that pay for themselves in the first month.

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Beginner Beginner

Inquiry-to-quotation pipeline for MSME manufacturers

This is just a test paragraph to see how fast and accurate Wispr Flow is. While I try to build the first round of AI recipes on the…

Expert Vault Manufacturing

Tender document intelligence for MSME manufacturers

Screen 10 tenders in the time it used to take for one. Claude reads the PDF, extracts eligibility, EMD, deadlines, and evaluation criteria, then scores each tender go/no-go…

Operator-ready, not demo-ready

Every recipe ships the n8n JSON, the Notion template, and the Claude prompt — calibrated against real Indian SMB workflows. Drop them into your stack and they work.

Human in the loop, by design

These pipelines remove typing, not judgement. The MD still approves the quote, the founder still picks the tender to chase. AI drafts; humans decide.

Pays for itself, fast

Each recipe targets a specific operational drag — slow quotations, missed compliance deadlines, tender screening. The ROI is rarely in basis points; it's in lost orders recovered.

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