halbert
Your data should answer questions
High-performance chatbot to query your data in real time. Anyone in your organization can ask in natural language and get precise, secure, and actionable answers — without depending on the technical team.
The problem
The data is there. Accessing it shouldn't be this hard.
Only the technical team can query the data
Making a business query requires knowing SQL, understanding the data model, or waiting for the analyst to have time. 80% of people who need data can't get it directly.
Dashboards answer questions you already knew
A dashboard shows what someone decided to show. But the most valuable questions are the ones that arise in the moment — and those aren't on any pre-built panel.
Generic chatbots don't understand your business
An LLM without grounding generates plausible but incorrect answers when asked about real data. Without connection to your sources and without business context, it's a risk, not a tool.
Sectors & Solutions
A chatbot that understands your business. Not just your words.
Connected to your real data sources
halbert connects directly to SQL databases, APIs, data warehouses, ERPs, and any system with structured data. Answers come from your data, not from generic models.
Precise answers, not probabilistic
It doesn't generate plausible answers: it runs real queries on real data. Every answer is reproducible, traceable, and verifiable. If it doesn't have the information, it says so.
Role-based access control
Each user accesses only the data that corresponds to their role. Granular security without friction: the same chatbot, different views, compliance guaranteed on every query.
Deployable for internal and external users
Use it as an internal assistant for your team, or expose it to your customers as part of your product. The same engine, two deployment modes with differentiated access levels and customization.
Conversation memory and accumulated context
halbert remembers the conversation thread and builds on previous answers. It enables iterative analysis, comparisons, and follow-up without having to repeat the context in each message.
Customizable with your company's identity
Name, tone, language, topic restrictions, and appearance — all adaptable. halbert can present itself as your brand's assistant, not as a generic third-party tool.
Two use modes
For your team.
Or for your clients.
Your organization's data assistant
Anyone on the team can check the state of the business without depending on the data department. Executives, middle management, and operations with direct access to the information they need.
Ad hoc queries without SQL or dashboards
Real-time answers on KPIs and operations
Differentiated access by role and department
Integration with Slack, Teams, or internal portal
Real case
Moeve uses halbert so analysts and operations managers can query well data and drilling activity in natural language — without waiting for manual reports.
Exponentia Suite
halbert activates everything the suite builds
mircole extracts the knowledge from your documents. dixtra organizes it and gives it meaning. halbert makes it accessible to anyone in the organization — or to your clients — when they need it.
Your data already has the answers
Your organization already has the information. halbert makes sure anyone can access it.