Automation Anywhere and UiPath charge lakhs per year for licences that Python, n8n, and a well-designed AI layer can replace for a fraction of the cost.
Enterprise automation software has an interesting business model: they charge you lakhs per year for a product you could replace with an open-source stack for a fraction of the cost — and the open-source version is often more capable.
Automation Anywhere. UiPath. Blue Prism. These are genuinely good products built for genuinely large enterprises with dedicated RPA teams and complex legacy system integrations. If that is your context, they make sense.
For the other 98% of businesses — including most mid-market companies spending significant budget on these tools — they are significantly over-engineered and over-priced.
Strip away the enterprise marketing, and business process automation typically involves:
None of these require an expensive platform licence.
n8n is an open-source workflow automation tool that handles triggers, conditions, and system integrations with a visual interface. It connects to 400 or more services natively.
Python plus FastAPI handles any automation logic requiring custom processing, data transformation, or AI-powered decisions.
LLM integration adds the intelligence layer that enterprise RPA tools fundamentally lack — the ability to read unstructured data, classify documents, draft responses, and make judgment calls that rules-based automation cannot.
Bull.js plus Redis manages async job queues for high-volume processing.
An accounts payable team at a mid-sized logistics company was processing 400 invoices per month manually. They had been quoted a significant annual fee for an Automation Anywhere deployment.
We built the equivalent using a Python-based document intelligence pipeline with LLM extraction, a validation layer, and n8n workflows routing processed invoices into their ERP. The AI layer did something the RPA quote could not: it reads invoices regardless of format, vendor, or layout — because it understands the document, rather than scraping fixed coordinates from a template.
Where enterprise RPA genuinely wins: deeply embedded legacy system integration (SAP, Oracle EBS, mainframe-era software with no APIs) and compliance frameworks requiring SOC2-certified enterprise vendors.
Where the modern stack wins: cost, flexibility, AI capability, speed of iteration, and every use case where your systems have APIs. Most businesses operate in the second category. Most are paying for the first.
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