Natural Language Processing
Your business runs on language your systems cannot read: emails, tickets, contracts, call transcripts, form free-text, and PDFs nobody has time to sort. Software Depo builds natural-language processing that turns that unstructured text into structured, actionable data – so the work that used to need a human to read it can be routed, measured, or automated.
What NLP Does for Operations
- Classification and routing – tickets, emails, and requests sorted to the right queue by content, not keywords
- Extraction – pulling dates, amounts, parties, and terms out of documents into fields your systems can use
- Sentiment and intent – understanding what a customer actually wants, and how urgently
- Search that understands meaning – finding the right document when nobody remembers the exact words
- Summarization – long threads and documents reduced to what a person needs to act
Modern NLP, Practical Delivery
Large language models made NLP dramatically more capable and far easier to deploy than the custom-trained pipelines of a few years ago. We use them where they fit, lighter models where they are cheaper and sufficient, and we measure accuracy against your real documents before anything goes live – because NLP that is right 80% of the time needs a plan for the other 20%.
From Text to Action
Extraction and classification are most valuable when they trigger something. We connect NLP into agents and workflows so understanding a document leads to filing it, answering it, or escalating it – not just tagging it.
Tell us what text is piling up – and what you wish happened to it automatically. We will scope an approach with accuracy expectations grounded in a sample of your real data.