Artificial Intelligence in the service of your data

All your knowledge. On demand.

Karacal is the agentic AI platform that brings together your company's information assets in one place, to query them, distribute them and monitor them.

Karacal — dashboard: il workspace AI per i dati della tua azienda
No made-up answers: grounded in your data only
Cloud or on-premise
Multi-model, no provider lock-in
Ingest or integrate any data you want
What it is

Karacal manages and unlocks your business data

The agentic AI platform that brings together all of your company's information assets in one place, so you can query them and decide how best to distribute them.

Fragmented documents, email and systems: every search and integration becomes inefficient and just wastes your time.

Karacal

Everything in one place, queryable in natural language.

How Karacal works

From configuration to deployment in five steps. Configure the agent however you like, then roll it out to your team, your customers, or whoever you choose.

1

Upload your data

Create a Collection and upload documents, procedures, reports and structured data in any format: PDF, Word, Excel, email, databases and more.

2

Configure the agent

Write the instructions, choose the AI model, connect your data and enable the tools you need. This is where you define what the agent knows and can do.

3

Connect your systems

Integrate the tools you already use: CRM, Google Drive, SQL databases or a custom MCP server. The agent can read and act on these systems.

4

Test

Try the agent in the test chat with the questions real users will ask, and check that the answers are correct and aligned with your instructions.

5

Deploy and monitor

Publish the agent on your website, internal platform or WhatsApp. Track conversations, costs and satisfaction from the dashboard.

Features

Everything you can do with Karacal

One platform to upload, query, distribute and monitor your company's knowledge.

Smart analytics

Conversations handled, satisfaction rate, human interventions, costs: instant visibility into everything that happens, in real time.

Total chats

128

Total messages

842

Human Escalations

4%

Amount Spent

$12.40

Chat activity

Number of chats

Answers it never makes up

An agent that invents data is dangerous. Karacal retrieves the sources from your information assets, answers only from those, and admits when a piece of information isn't there.

Retrieved sources

manuale-tecnico.pdf98%
report-manutenzione.xlsx91%
registro-interventi (SQL)86%

Integration and compatibility with a wide range of platforms

Karacal integrates with your existing platforms

Easily connect to the tools you already use every day (CRM, Google Drive, email, ERP, MES, proprietary software and much more) and bring the data you need into the platform.

CommunicationAnalytics platformsWorkspaceCRMSupportERP / MES
Compatible with

Orchestrate agents and deployments

Create multiple vertical agents on your data and roll them out with dedicated deployments: for each channel you pick the configuration and model, and activate it where it's needed.

Karacal — pagina Deployments: agente attivo sul canale web con configurazione e modello dedicati

Operator mode

When a human touch is needed, the agent hands over: offer real assistance to your customers from any chat, at any time.

I can't sign up on the website, can I talk to an operator?
Karacal
Of course, let me put you in touch with an operator.
Hi, I'm Lenni. I got the alert: how can I help you?

Connect any model

Choose from the best AI models with no provider lock-in, and switch whenever you want.

ClaudeGPTGeminiMistralLlamaQwenGemmaHaikuApertus

Security and access control

From the admin dashboard you create projects and Collections and assign roles and permissions to every user. Each deployment stands on its own: whoever creates it decides where to distribute it and how to secure it.

Karacal
Karacal in action

See Karacal at work

Real questions, answers grounded in your data. Pick an industry and try the live agent.

Use cases

Karacal at work in your industry

Customer support

With Karacal you can train your agent to provide customer support on your website. You can even step in and talk to customers when human assistance is requested.

Public Administration

Karacal helps public bodies, government agencies and professional associations organise, manage and make accessible the data that piles up every day across scattered documents and archives spread over many systems.

Museums and cultural institutions

Karacal helps galleries, museums and cultural institutions query their archive of works, manage collections and get support in organising exhibitions based on real heritage data or in providing information to visitors.

Manufacturing

Karacal supports companies with heterogeneous integrated systems in organising the multitude of data scattered across databases, files, proprietary software and sensors, centralising information to drive strategic decisions.

The next step

Want to find out how Karacal can make your company more effective?

Book an introductory call to assess the feasibility of a tailored solution.

info@redlynx.aiVia Mario Donati Guerrieri, 16 · 06132 – Perugia, Italywww.redlynx.ai
KaracalArtificial Intelligence in the service of your data
A product by Red Lynx© 2026 Red Lynx. All rights reserved.