Billingo

AI-Augmented Company Databases Translating Natural Language To SQL Code And Back

Billingo, a leading invoicing platform in Hungary, sought ways to make financial data more readily accessible and interactive for users. Our collaboration resulted in an AI-powered chatbot that translates natural language questions into SQL code, enabling users to analyze complex data without writing any code themselves. This "AI colleague" empowers businesses with an increase in efficiency.

10x

less administrative load with streamlined business processes using embedded AI and agent automation.

Challenge

Billingo, an online invoicing platform for enterprises, was curious to explore Generative AI’s capabilities. We quickly arrived at the vision of a chatbot that makes financial information interactive and lets users perform complex analysis using only natural language, without writing any code.

Solution

Hiflylabs created a text-to-code pipeline around OpenAI’s ChatGPT API that takes a customer’s free-form question, transforms it into SQL code, runs it against a database and interprets the raw output by presenting it to the user in human-written form. The delivered proof-of-concept enabled Billingo’s customers to ask anything about their organization and give commands for tasks to be performed. All this was built securely on the users’ data, and could be queried using both text and voice-controlled inputs. The successful PoC initiated further collaboration, scaling up the text-to-code solution to enable forecasts and analyses.

Services

Generative AI Integration

RAG

Fine-tuning

Agentic Automation

Hosting

Security Alignment

Industries

Fintech

Technologies

HuggingFace

OpenAI

AWS

Snowflake

"At Billingo, we're creating a tool for businesses that essentially turns our online invoicing system into a full-fledged colleague. As a result, acquiring business information and managing a company becomes ten times more efficient." Albert Sárospataki CEO of Billingo

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