Scattered licenses
Each team subscribes to its own AI tool with a different provider, and spending grows without an overall view.
Technology
In a technology company, AI is already part of product, support, sales and engineering work. NiuCore organizes it in a single platform, with models from several labs, each team's connectors and criteria, sensitive information protected and consumption under control.

The challenge
Each team subscribes to its own AI tool with a different provider, and spending grows without an overall view.
Customer data, support tickets, contracts and credentials end up in conversations with external providers.
Everyone works with their own instructions, and customer replies or documentation vary depending on who writes them.
Information lives in email, documents, repositories and management tools, and has to be copied from one to another.
Tags
In the chat, each employee cites with «@» the libraries, connectors and skills of their area: product documentation, the GitHub repository, email or the customer-reply procedure. NiuCore works with those resources and applies active anonymization to everything it sends to the model.
Control by area
Product, support, sales and engineering each work with the models, connectors and libraries they need. The company decides which connectors to enable and which actions to authorize — for example, reading emails but not sending them — and NiuCore asks for approval before running an action.
Applications
Illustrative examples.
Draft replies from product documentation and the case history.
Writing and updating guides, release notes and FAQs with the company's structure.
Looking up repositories and technical documents from the conversation, with the employee's permissions.
Proposals and commercial follow-up in the company's tone and criteria.
Usage and business dashboards built by describing them in the chat.
Usage by team, person and model instead of scattered licenses.
Observability
With NiuCore, the company replaces individual subscriptions to different tools with one license per person with access to several labs. Usage is recorded by license, person, model and date, and each area can be limited to the providers the company approves.
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