Palantir is an American software platform that brings together business data from different sources into a unified model, enabling faster, more informed and controlled decision-making. Companies typically turn to Palantir not because they lack data, but because turning that data into actionable decisions takes too long. Joyful Craftsmen is among the few companies in the Czech Republic with hands-on experience implementing Palantir.

Palantir at a glance
- What it is: A platform for data integration, data modeling, operational application development and AI solutions.
- Who is behind it: Palantir Technologies, an American company founded in 2003.
- Main products: Foundry, AIP (Artificial Intelligence Platform), Apollo and Gotham.
- Core concept: Ontology connects business data into a model of real-world objects, their relationships and actions.
- Who uses it: Organizations such as Airbus, Ferrari and the U.S. Department of Defense.
- Why Palantir: It helps companies turn data into actionable decisions and put AI to practical use.
- Palantir in the Czech Republic: Joyful Craftsmen helps companies implement Palantir.
What is Palantir?
Palantir is an enterprise data and artificial intelligence platform developed by the American company Palantir Technologies. It was founded in 2003 to help intelligence and security agencies bring together vast amounts of data from different sources about people, places, events and objects into a coherent picture.
This original purpose continues to shape the philosophy behind the technology today. Data becomes valuable when it is modeled around real business entities and supports concrete decisions, rather than being used solely for reporting.
What are the main Palantir platforms?
Platform | What it does | Who it’s for |
|---|---|---|
Palantir Foundry | Combines data integration and transformation, application development and access management in a single environment. | Companies in manufacturing, healthcare, energy and finance, as well as public sector organizations. |
Palantir AIP | Extends Foundry and Gotham with language models and AI agents that use enterprise data and operate according to clearly defined rules. | Companies looking to use AI in real-world operations. |
Palantir Apollo | Manages Palantir deployments across cloud, on-premises and isolated offline environments. | Organizations with demanding infrastructure requirements. |
Palantir Gotham | An analytics platform designed for defense, intelligence and public safety. | Defense and security organizations. |
What is Ontology in Palantir?
Ontology is one of the fundamental concepts behind Palantir. It is a data model that connects information from different systems and organizes it around specific objects, such as customers, orders, machines, shipments or patients in healthcare. Each object has its own properties, relationships with other objects and defined actions that can be performed on it.
Consider a delayed shipment, for example. Information about it may be stored across several systems, from ERP and logistics platforms to customer databases. Ontology connects this data to provide a complete view of the shipment, including the related order, customer, carrier and warehouse. This makes it possible to take specific actions directly within the platform, such as changing the shipment’s route or notifying the customer.
Why do companies use Palantir?
Companies today often have plenty of data and analytical tools, but struggle to act quickly on the information available to them. Data is stored across different systems, decision-making involves numerous manual steps, and moving from information to action can be unnecessarily complicated.
Palantir helps overcome these challenges by bringing data, processes and decision-making together in one environment. As AI adoption continues to grow, it also enables organizations to integrate artificial intelligence directly into these processes.
What problems does Palantir help solve?
Decision gap: The disconnect between data and decisions
Companies may have data warehouses and reporting tools in place, yet it can still take days to answer important operational questions. For example, which orders are at risk and what should be done about them?
Palantir helps shorten this process, allowing organizations to move more quickly from data analysis to concrete action.
Data spread across different systems
ERP, CRM, logistics platforms and other business applications often operate independently. Palantir uses Ontology to connect their data into a unified model, providing a consistent view of information across the organization.
AI projects that never make it into practice
A language model can analyze information or suggest solutions, but its capabilities are limited without access to current business data and processes.
Palantir AIP makes it possible to connect AI with enterprise data and predefined actions while respecting established permissions and security policies.
Decisions that are difficult to trace
Important decisions often happen outside business systems, through emails, phone calls or spreadsheets. As a result, it can be difficult to determine who made a decision, why it was made and what information it was based on.
Palantir enables changes to be made through predefined actions in Ontology, with configurable permissions and records of their execution. This gives organizations greater control over individual actions and makes it easier to trace what happened. The same approach can be applied to both human users and AI agents.
Which industries can benefit from Palantir?
Palantir is particularly relevant for organizations that work with large volumes of data, manage complex processes and need to make important decisions based on the information available to them.
Typical industries include:
- Manufacturing
- Automotive
- Healthcare and pharmaceuticals
- Financial services
- Energy and telecommunications
- Logistics and supply chains
- Public sector
How Joyful Craftsmen helps with Palantir?
Implementing Palantir alone does not guarantee success. What matters is how the technology is used and whether it addresses the organization’s actual needs.
At Joyful Craftsmen, we combine hands-on Palantir implementation experience with extensive expertise in data and analytics. We cover the entire journey, from solution design and implementation to ongoing operations and development, following our Envision, Build, Operate approach.
1) Envision: Identify opportunities worth pursuing
Every project begins with understanding the specific problem you want to solve and the outcomes you want to achieve. Together, we define priorities, responsibilities and how success will be measured.
This phase also includes evaluating whether Palantir is the right technology for your project or whether another approach would better suit your needs and budget.
2) Build: Develop the Ontology and first solution
If you decide to move forward with Palantir, we start by aligning key concepts and processes across departments. This ensures everyone works with consistent definitions of customers, orders, risks and other important business information.
We then connect the necessary data sources, build data pipelines and gradually develop the first application. Working in short iterations allows us to continuously validate the solution and adapt it to actual business needs.
Depending on the scope of the project, the first functional solution can be ready within 8 to 12 weeks.
3) Operate: Support and continuously improve your solution
After deployment, we help operate the platform, develop it further and expand it with additional use cases.
With an established Ontology in place, new solutions can build on the existing data model. Our collaboration can also include knowledge transfer, helping your team gradually become confident in managing the platform independently.
Why choose Joyful Craftsmen for Palantir?
Hands-on Palantir experience
We have real-world experience implementing Palantir and understand what successful deployment involves.
Data engineering is our foundation
Reliable data is essential to every successful solution. That’s why we give data preparation and integration the same attention as the implementation itself.
Technology independence
We work across different data platforms and can objectively assess when Palantir is the right choice and when another solution would be more suitable.
Frequently asked questions about Palantir
What is Palantir Foundry?
Palantir Foundry is an enterprise data platform that combines data integration and transformation, application development and access management. It is used in industries such as manufacturing, healthcare, energy, financial services and the public sector.
What is Palantir AIP?
Palantir AIP (Artificial Intelligence Platform) enables organizations to use large language models and AI agents in connection with enterprise data and processes.
Through Ontology, AI systems can access business information and perform predefined actions within established rules and permissions.
How long does Palantir implementation take?
Implementation time depends on the project’s scope, data availability and required functionality. The first solution can be ready within 8 to 12 weeks.
Further development may be faster thanks to the existing Ontology and data integrations.
How much does Palantir cost?
Palantir pricing depends on the scope of use and specific licensing terms. Implementation costs vary according to the project’s complexity and requirements.
Do we need to replace our existing data warehouses to use Palantir?
Not necessarily. Palantir can integrate with existing data infrastructure and work alongside other data platforms. The specific architecture depends on the organization’s needs and technology environment.
Who implements Palantir in the Czech Republic?
Joyful Craftsmen helps organizations implement Palantir in the Czech Republic. We have hands-on deployment experience and can guide clients through the entire process, from initial design to ongoing development.
Not sure whether Palantir
is the right solution for you?
We can help you assess whether Palantir meets your needs and identify where it could bring value to your organization. Together, we’ll find a solution that aligns with your goals and existing technology environment.
The post Why companies use Palantir and how we help implement it in the Czech Republic appeared first on Joyful Craftsmen.