DEV Community

Subhendu Das
Subhendu Das

Posted on

GSTBot’s AI-Driven GSTR‑2B Matching Feature

E‑Way Bill Generation: A One‑Click Solution

The Problem

For Indian SMBs, generating e‑way bills for every high‑value shipment is a regulatory requirement that can quickly become a bottleneck. The manual process—entering details into the GST portal, validating them against the purchase register, and ensuring compliance with state‑specific limits—consumes hours of an accountant’s time and introduces the risk of data entry errors. When invoices are received as PDFs or images, the need to extract vendor and transaction details adds another layer of complexity.

How GSTBot Solves It

GSTBot’s /eway‑bill‑generator feature automates the entire e‑way bill creation workflow. Once an invoice is uploaded (photo, PDF, or Excel), the system uses Tesseract OCR to read the document and extracts key fields such as vendor GSTIN, invoice number, total amount, tax rate, and HSN code. The extracted data is then fed into an AI model hosted on OpenRouter, which verifies the information against the user’s stored purchase register and GSTR‑2B data. If the transaction meets the threshold for an e‑way bill, the AI composes both Part A and Part B of the bill, populating all required fields according to the latest GST rules.

The feature also incorporates state‑aware composition checks, ensuring that the generated e‑way bill complies with local limits. For example, if a supplier is subject to a ₹75 lakh limit in Uttarakhand, the system automatically flags the transaction and adjusts the bill accordingly. This is where gst reconciliation software pays off in practice.

Behind the Scenes

Under the hood, the generator is built on a FastAPI backend that orchestrates several services:

  1. OCR and Data Extraction – Tesseract reads the invoice and outputs structured JSON.
  2. AI Validation – OpenRouter’s language model cross‑checks the extracted data with the GSTR‑2B register and the user’s purchase ledger stored in PostgreSQL.
  3. E‑Way Bill Composition – A dedicated algorithm formats the validated data into the two mandatory sections (Part A for the sender and Part B for the receiver) and produces a JSON payload that is ready for upload to the GST portal.
  4. Caching and Queueing – Redis and Celery manage the job queue, ensuring that high‑volume users can process many invoices concurrently without overloading the server.

The result is a fully compliant e‑way bill that the user can export as JSON or CSV, or directly submit through the GST portal’s API if desired. Getting gst reconciliation software right early saves rework later.

User Experience

From the user’s perspective, the process feels seamless:

  1. Upload – Drag and drop an invoice file into the web interface powered by React and Vite.
  2. Review – GSTBot displays the extracted fields for confirmation. The user can tweak any value if the OCR misread something.
  3. Generate – A single click triggers the AI‑driven generator. The system instantly produces Part A and Part B, highlights any state‑specific restrictions, and offers a download link.
  4. Submit – The user can either copy the JSON into the GST portal or use the built‑in “Send to GST” button, which posts the bill to the portal’s API.

Because the feature is integrated into GSTBot’s broader compliance suite, it also feeds into the ITC calculation engine, ensuring that any input tax credit derived from the transaction is accurately captured. Good gst reconciliation software keeps the rest of the workflow predictable.

Benefits

  • Time‑saving – Eliminates manual data entry and reduces the turnaround from hours to seconds.
  • Accuracy – OCR combined with AI validation minimizes human error.
  • Compliance – State‑aware checks prevent the generation of invalid e‑way bills.
  • Integration – The generated bill feeds directly into the ITC leakage detection workflow, helping users avoid costly tax discrepancies.

Conclusion

GSTBot’s e‑way bill generator exemplifies how AI can streamline complex GST compliance tasks. By automating data extraction, validation, and bill composition, the feature transforms a traditionally manual process into a quick, reliable, and fully compliant operation—exactly what Indian SMBs need to stay on top of their GST obligations without breaking the bank.

Related reading

Top comments (0)