Don't just add AI. Put AI to work. We engineer practical business automation workflows using LLMs and RAG systems, focused on saving employee time.
Find an Automation OpportunityMost AI pilots fail because companies build generic chat windows that don't hook into their actual business databases or operational processes. An AI tool that can't read your inventory counts, lookup order logs, or write support tickets is just a novelty.
Sigmatic Soft focuses on implementation. We build backend AI agents that read emails, parse supplier invoice PDFs, validate tracking logs, and write structured outputs back to your custom databases.
Every automation we deploy follows a strict sequence: identify the manual workflow -> extract data using LLMs -> validate formats -> insert to DB -> deliver measurable operational results.
Using Pydantic, JSON Schema validation, and LLM formatting prompts to guarantee database-safe structures.
Implementing Pinecone, pgvector, and LangChain to retrieve accurate company contextual documents safely.
Separating sensitive user data, anonymizing data logs, and using self-hosted LLM endpoints where required.
Designing smart caching, prompt compression, and routing protocols to control API execution costs.
See how we built a secure Python and LLM-based parsing agent that evaluates unstructured PDF supplier invoices, matches billing codes, and inserts structured invoices into accounting books.
Stop reading news. Let's audit your processes and build a functional AI agent pipeline to automate your most repetitive tasks.
Find an Automation Opportunity