Kuaray.ai

The work, done. The decision, yours.

Ask the way you would ask a colleague. Kuaray researches, cross-checks the sources, and delivers the document, with the origin of every figure, for you to review and approve.

The CNPJ goes into the message. In the conversation, the analysis covers registration status, lawsuits, public contracts, regulatory risks, and a preview of the tax reform impact, with the source of each item.

View the demo See real reports

What Kuaray delivers

Real reports, from public data.

Each one with an executive summary, conclusions, every source with its link and access date, and the full PDF.

Tax reform · Lojas Renner R$ 13,8 bi of 2025 net merchandise revenue, the base of the CBS and IBS simulation built from the published financial statements. CBS e IBS no varejo de mercadorias → Public contracts · Serpro 456 public contracts published from Jan 1 to Nov 5, 2026, across 328 government bodies, with the concentration by contracting body. Contratos públicos e pontos de atenção → Legislative monitoring · AI bill 14 official sources from the Chamber and the Senate to map who wrote, reported, and amended the AI bill. Posicionamento parlamentar sobre o PL 2338/2023 →

Examples made by Kuaray from public data only. The companies mentioned are not Kuaray clients. All reports →

General-purpose AI answers. Kuaray delivers the work.

  1. 01

    The source of every figure

    Every number and every conclusion opens its source beside the text. Nothing is said without the origin.

  2. 02

    A team for each area

    Teams of specialized agents, each with its own coordination, installed in your organization.

  3. 03

    You approve

    A person reviews, asks for changes, or approves. Nothing goes out without you.

How it works →Meet the teams →

Works with what your team already uses

Your sources and systems, in one delivery.

Kuaray brings together public sources and the systems your organization authorizes, and hands back one document to review.

  • Google Drive
  • Gmail
  • Outlook
  • OneDrive
  • SharePoint
  • WhatsApp
  • Salesforce
  • Zeev
  • Clicksign
  • Linkana
See the connectors
DELIVERY FOR REVIEW · FICTIONAL EXAMPLE

Supplier review

For review
Federal RevenueRegistration status (example)
Public procurementContracts and amendments (example)
CRMRelationship history (example)
WhatsAppContract conversation (example)
Next stepReview by the purchasing managerWaiting for your approval

Your environment, your choice

Your data stays where you decide.

Open and auditable source code

The environment runs on open and auditable source code: Linux, PostgreSQL with Citus, Milvus, OpenSearch, MinIO, SpiceDB, Nomad, and Vault, among others.

Runs where you choose

On Kuaray servers, in your organization’s cloud, or in your own environment. The architecture is the same in all three.

You choose the AI model

Compatible with the APIs from OpenAI, Anthropic, Google, xAI, DeepSeek, and SoberanIA, or with local models that run inside the environment and do not send text outside.

How data sovereignty works →

Bring a real piece of work.

Tell us what your team needs to prepare. We show it running on your case.

Schedule a conversationView the demo