Implementing AI and computer vision solutions for enterprises

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AI and computer vision implementation

Supercharge your business with new technologies

01

Pretius AI Semantic Search

Pretius AI Semantic Search allows you to improve access to key information within the company. It provides fast and secure access to data housed in distributed sources.

The solution connects to any source (files, knowledge bases, databases, service systems) and allows precise searches using natural language prompts, making it extremely easy to use even without training. When asked a question, Pretius AI Semantic Search responds with an accurate answer and a source on which it’s based.

Our solution can operate independently

You can use it as a standalone tool, or as a module embedded in existing systems. It can work locally (on-premise) or in the cloud. It’s also easy to extend with additional features and enhancements.

Pretius AI Semantic Search is secure (since the solution can work on-premise, you don’t have to send your data anywhere to access AI tools, and you have full control over access permissions) and very accurate – it achieves up to 85-90% answer accuracy after initial setup, which goes up to 95% with further tuning.

02

Pretius AI Knowledge Management

Our AI Knowledge Management Toolkit is a collection of solutions for optimizing your company’s content creation processes. It answers users’ questions, provides them with document summaries, and allows them to determine the sentiment (judge whether the text is positive, neutral, or negative, and identify any emotions within). The technology can also conduct on-the-fly comparisons of fragments or entire files.

Pretius AI Knowledge Management is a useful content creation tool

You can personalize existing content based on specific data and instructions in order to fit it better to a different use case. Alternatively, you can generate entirely new content based on small fragments, snippets, or bulleted lists.

Depending on your needs, Pretius AI Knowledge Management can be embedded into an existing CMS or accessed via an API-based integration.

03

Computer vision development

Whether you're a business leader looking to optimize operations or a growing company eager to embrace new tools to gain a competitive edge, investing in computer vision solutions can open doors to numerous innovative possibilities in various industries such as healthcare, manufacturing, retail, agriculture, and many more.

Systems powered by computer vision have a dynamic understanding of visual information over time. They can track the movement of objects or people (vehicles, workers, etc.), identify activities, and accurately interpret their context. They are also capable of perceiving structure and depth to recognize the complexity of objects and understand spatial relationships between them.

Moreover, computer vision enables machines to interpret, understand, and categorize visual data. This technology segments images into meaningful components, allowing for detailed analysis that can drive decision-making processes.

We’ve created two PoCs (Proofs of Concept) of systems that employed computer vision to great effect:

The first one was made for a large construction company and allowed the organization to scan QR codes on the helmets of workers entering a construction site, to identify them and allow or refuse entry. The solution could also detect people by outlining silhouettes from the rest of the image, and even scan their faces for an added layer of security.
The second PoC was a platform that detects human presence at a venue to identify potential worrying events and unwanted guests. It was integrated with existing HIKVision cameras and used them to identify people, track their movements frame by frame, and alert the administrator if necessary. It was also possible to search through photo logs using verbal descriptions.

Why Pretius

Scale and expertise

Our team comprises 300+ specialists – experienced developers, architects, analysts, designers, and cloud engineers, including people with cloud-related certificates. As a company, we have 10+ years of experience with cloud solutions such as AWS, Azure, GCP and OCI and know the strengths and weaknesses of each of them.

Value-driven approach

Our focus extends beyond code. We collaborate closely to understand your business goals, ensuring every solution delivers measurable ROI, enhances efficiency, and drives tangible results. We act as trusted advisors, committed to your strategic objectives, who don’t settle for “good enough”. Instead, we challenge your approach, proposing alternative (better) options and guiding you towards an optimal outcome.

Start small, think big

We champion delivering value incrementally. We help you launch quickly with core functionalities (MVP) while ensuring the underlying architecture is scalable, and future-proof, ready to grow with your ambitions.

Rapid development

Our rapid development capabilities (especially with low-code) allow us to deliver functional prototypes and Proofs of Concept (PoCs) in weeks, not months, validating ideas and reducing risk. In the case of low-code projects, sometimes we're even able to build a basic PoC live during a meeting, giving you the chance to experience the platform's capabilities firsthand before you even start conceptualizing or designing the application.

We’re technology-agnostic

We recommend and implement the best technical solution for your specific challenge, ensuring integrated, efficient, and powerful results. This may include proposing a different technology, architecture or approach than you initially anticipated. We don’t settle for “good enough”, and our focus is always on your needs, not our convenience.

Dual operational hubs: Poland & UK

With established hubs in Poland, and the UK, we combine access to exceptional European engineering talent with proximity to key business markets, ensuring seamless collaboration and effective delivery across the continent.

We are a top-rated software development company for a reason

+ years

Powering market leaders with expert software development for two decades.

+ Specialists

Your dedicated team: over 300 highly-skilled software professionals at your service.

+ projects

Successfully delivered over 1000 diverse and impactful software projects.

% stay with us

Clients trust our work, with 93% becoming long-term partners.

+ years together

Cultivating lasting partnerships, some flourishing for over 18 years.

+ conference talks

Actively contributing to the global tech conversation with 30+ annual international presentations.

Semantic search and knowledge management use cases

HR professionals and recruiters

AI enables to sift through vast amounts of data with remarkable precision. This technology understands the context and intent behind queries, allowing recruiters to find candidates that perfectly match their needs – not just based on keywords but also on the nuances of job descriptions and applicant profiles. HR teams can also automate the creation of onboarding documents, employee handbooks, and internal communications.

Sales agents

use AI Semantic Search to reduce response times, increase overall efficiency and enhance sales conversion. They can quickly retrieve detailed product/service information, historical data or customer insights during interactions with prospects – all it takes is a question asked in natural language.

Software developers

And other specialists who don’t typically focus on advanced content creation skills can use our AI Knowledge Management Toolkit to write technical documentation (and similar types of content) more easily.

Legal experts

Can utilize AI to draft contracts and legal letters with enhanced accuracy while minimizing the risk of errors.

Procurement specialists

Use AI Semantic Search to source processes more efficiently and improve decision-making. They can quickly find suppliers that meet specifications and align with the company’s values, sustainability goals, etc. The solution provides nuanced information about vendors, contracts, and market trends, ultimately leading to smarter purchasing decisions.

legacy-application-modernization-with-pretius

Customer support specialists

With the help of AI can instantly identify the most pertinent resources based on the nuances of the support query. This not only streamlines workflows for support teams but also empowers them to provide personalized assistance that resonates with customers and their needs.

Marketing departments

Can leverage AI to generate engaging promotional materials and reports quickly, freeing up valuable time for strategizing and creativity.

Computer vision use scenarios

Improving security

Companies can use computer vision to detect movement in places with restricted access (for example, a company office after hours) and allow people access to them in an easy, non-obtrusive way, simply by scanning faces or QR/bar codes (on helmets, clothing, etc.). To prevent errors, you can set up additional identification measures such as PIN codes or gates manned by security employees.

By the same means, technology can also spot people who aren’t authorized to be somewhere, track their actions, take photos, log their activity, and notify the admin or security if necessary. We can even connect the system to an MLLM (Multi-modal Large Language Model) with the ability to understand and analyze text, which creates verbal descriptions of the photos. This enables verbal search (for example, you can simply type “a person in a cap” to find photos of people in caps in the logs).

Enhancing and speeding up data analysis

Computer vision can be a very useful tool to analyze visual data accurately and instantly, which can be helpful in various circumstances:

Construction businesses can use computer vision for predictive maintenance – identifying problems or issues in equipment before they become a security risk.
In manufacturing, computer vision lets you validate products and notice defects, which is a great way to boost your quality assurance.
Retail businesses can use computer vision to monitor inventory levels in real time, collect customer insights (via so-called retail heatmaps), and personalize product recommendations.
In the healthcare industry, computer vision can speed up disease identification and diagnosis. It lets you analyze MRI or X-ray images against existing data and detect anomalies (i.e., congenital heart diseases).
Farmers utilize this technology for crop monitoring and yield prediction, optimizing their operations in ways previously thought impossible.
You can also use computer vision to identify pedestrians and vehicles to optimize traffic flows or parking infrastructure.

Empowering automation

In some cases, computer vision lets machines operate autonomously, without (or with minimal) human supervision. It enables powerful tools straight from science-fiction movies and books, such as self-driving cars or robots that work in a warehouse or an assembly/production line 24/7.

Want to learn what AI and computer vision can do for your business?

Book a no-obligation discovery call and find out how quickly we can create a Proof of Concept for your solution!

Book now

We keep your data safe: ISO certified

We operate in accordance with the ISO 27001 standard, ensuring the highest level of security for your data.

Say hi to Pretius at the conference

We actively contribute to the global tech conversation with 30+ annual international presentations.

POUG

Poznań, Poland

5-6 September 2025

See who’s coming:

Marcin Gosiewski

CloudWorld

Las Vegas, USA

13-16 October 2025

See who’s coming:

Marcin, Bartosz, Amelia

Founders Mind

Warsaw, Poland

19 November 2025

See who’s coming:

Marcin, Bartosz, Amelia

Our process

Pretius acts as a dedicated partner, not just a software vendor. We focus on delivering practical software solutions that contribute to your business objectives at every stage of our engagement.

See our portfolio

Branch

Health insurrance

Country

Greece

SYSTEM

Insurance management

New SaaS application delivered in just 4 months thanks to low code

Migrating a legacy system to Oracle APEX to reduce costs, implement new features, and automate processes. Tasks that used to take days now only take a few minutes.

Read full case study

Optimizing infrastructure management app for over 120 cities

Migrating the urban infrastructure management app to Oracle APEX and launching a DevOps team at Sweco streamlined operations and reduced costs of developing custom modules for various municipalities.

Read full case study

Branch

Engineering

Country

Netherlands

SYSTEM

Municipal asset management

Branch

Telecommunications

Country

Poland

SYSTEM

CRM system

Modern CRM system for a telecom company with 11M clients

Thanks to the new CRM system, sales consultants at T-Mobile can work more effectively, quickly creating new sales offers. For a company with over 11 million clients, such digital transformation was a game-changer. Also, the modular, microservice architecture made the system more future-proof, as every functionality can be now updated without the need to shut down the whole system.

Read full case study

Check all case studies

Flexible project approaches

We offer flexible collaboration models tailored to your specific needs and project requirements:

01

Co-creation

Our distinctive approach, frequently utilized in low-code projects but adaptable to various contexts. This model integrates our developers directly with your in-house team. Together, we design and develop the solution, fostering mutual learning and knowledge transfer. This "triple win" ensures the system is perfectly aligned with your needs, builds internal expertise for future maintenance and extension, and provides us with valuable industry-specific knowledge.

03

Dedicated development teams

If you have a clear vision but require additional resources to bring it to life while maintaining internal control, we can provide complete, cross-functional teams. These are not just developers but also analysts, testers, designers, DevOps experts, and experienced team leaders and project managers, acting as an extension of your own workforce.

02

Comprehensive project delivery

If you prefer a traditional approach to software development with clearly defined boundaries, we can take full ownership of the project lifecycle. This includes the design, development, and delivery of the solution, with optional ongoing maintenance, requiring minimal involvement from your side.

04

Team augmentation

When you need to quickly fill specific skill gaps within your existing team, we can provide experienced specialists with expertise in particular frameworks and technologies to seamlessly integrate with and strengthen your in-house capabilities.

What our clients say

Marek Samujłło

CIO of Emitel

What I like the most, as the CIO, is that the people at Pretius care not only about technology itself but rather about how this technology can help your company achieve business goals.

Zuzanna Świętorzecka

Head of Bancassurance at BNP Paribas

The communication throughout the project was very good as Pretius provided us with a Project Manager who always addressed our needs. The most impressive thing was how quickly the team developed a fully working, market-ready software solution for us.

Konrad Gałecki

Digital Manager at Philip Morris Distribution

Usually, you can either get a high-quality software solution or have it developed fast. However, thanks to choosing the right technology, the Pretius team was able to provide us with a fully working platform in a relatively short time.

Artur Męcina

IT Manager at T-Mobile Poland

The most important thing about Pretius is that they care to understand your business goals. And, having a bunch of enterprise-grade and SME-grade projects under their belt, they’re very good at it.

Renata Kania

Senior Security Awareness Specialist at T-Mobile

Pretius has quite a few huge, enterprise-grade projects in their portfolio. I believe the reason for this is that they go the extra mile to understand the partner’s business goals and do what they can to provide a software solution that meets these goals.

Piotr Blaszczyk

Executive Director of EBS

Pretius has a lot of experience in dealing with big, enterprise-grade companies like ours. They’ve proved they have a keen understanding of our needs and business goals.

Marijn van den Berg

Team Manager of Obsurv Software at Sweco

Thanks to our collaboration with Pretius, we've made it easier for our clients to utilize Obsurv. Customizing the application modules to their specific needs is now much quicker and more efficient. For us, this means shorter customer onboarding times and lower costs.

Bilal Ramadan

Chief Executive Officer at Munich Re HealthTech

The solution is secure, scalable, and compatible with most technologies used by Munich Re HealthTech’s clients. It’s also much cheaper to maintain which was an important success criteria factor. Application licensing costs were largely reduced.

Adam Kasperowicz

CIO at VAN group

The new e-VAN system has become an innovative tool and work environment. The development team allows us to use the potential of the latest trends and technological solutions: web & mobile development, responsiveness, integrations, low-code, and cloud computing.

Radosław Olkiewicz

CEO at Profitowi

Thanks to the new client needs analysis system, our sales process is much easier and standardized. It helps our Experts better tailor insurance or financial solutions to the needs of the client. This results in increased sales to new clients and smooth upselling to existing ones.

Przemysław Wilary

IT Project Manager at Play

We were impressed with Pretius' experience in the telecom industry. They proposed a few unique solutions that enabled our employees to configure individual offers faster than ever before.

Richard Coombes

Head of Engineering at Equals Money

They allowed us to deliver against our 20/21 roadmaps, launching new products to market and increasing company revenue by over 70%.

Gordian Ratajczak

Product Owner at Neuroflash

They effectively assess a project and allocate the matching resources, which gives confidence that you are in good hands. Issues and tasks are handled proactively and communication stands on a firm ground of mutual understanding and goals. You are not hiring an external resource, but you are gaining a team member.

Graem Lourens

Co-Founder & CTO at Lourens Systems

They’ve garnered our confidence and loyalty through their technical skills and the deep involvement.

Esteban Michalowski

CTO at AltaPay

I’ve always found interactions with Pretius (previous IN Team) to be both streamlined, light, and effective. Pretius always seeks ways to improve, and have a process for ensuring the collaboration is going according to expectations.

FAQ

Computer vision enables computers to process images and videos in ways that were once thought to be the exclusive domain of humans. This technology utilizes algorithms and deep learning techniques to analyze visual data, allowing machines to recognize objects, track movements, and even make decisions based on what they see.

At its core, computer vision works by processing and analyzing images or video data to extract meaningful information. This process begins with capturing visual input through cameras or sensors, which then converts the images into digital formats. Once the data is digitized, advanced algorithms come into play, which identify patterns and features within the images, detecting edges, shapes, colors, and textures.

Unlike traditional keyword-based search engines that rely solely on matching terms, AI semantic search leverages advanced algorithms and computer vision to understand the context and intent behind a user's query. This means that it can interpret the nuances of language, recognize relationships between concepts, and deliver results that are far more relevant and meaningful.

NLP focuses on enabling computers to understand, interpret, and respond to human language in a way that is both meaningful and contextually relevant. Semantic search is about using this ability to let machines understand the intent behind search queries, as well as context and relationships between terms

An AI knowledge base is an advanced system designed to store, manage, and retrieve information efficiently. It serves as a centralized repository where data is organized in a way that allows for quick access and intelligent processing. Imagine having a vast library at your fingertips, but instead of just books, it’s filled with structured data that can be queried and analyzed in real-time.

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Work with a team that already helped dozens of market leaders. Book a discovery call to see:

How our products work
How you can save time & costs
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Przemysław Staniszewski

CEO of Pretius

+48 600 800 881

pstaniszewski@pretius.com

Book a meeting

We keep your data safe: ISO certified

We operate in accordance with the ISO 27001 standard, ensuring the highest level of security for your data.

Pretius Sp. z o.o. Sp. K.
Żwirki i Wigury 16a
02-092 Warsaw
Poland

Drop us a line at

hello@pretius.com

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What we do

Sales processes automation Identity and access management Tailored CRM Legacy modernization Business process automation

How we do it

Custom app development APEX development AI & Computer Vision Low-code Mendix Cloud

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MonkeyJar AI Semantic Search

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Implementing AI and computer vision solutions for enterprises

AI and computer vision implementation

Supercharge your business with new technologies

01

Pretius AI Semantic Search

Our solution can operate independently

02

Pretius AI Knowledge Management

Pretius AI Knowledge Management is a useful content creation tool

03

Computer vision development

We’ve created two PoCs (Proofs of Concept) of systems that employed computer vision to great effect:

Why Pretius

Scale and expertise

Value-driven approach

Start small, think big

Rapid development

We’re technology-agnostic

Dual operational hubs: Poland & UK

We are a top-rated software development company for a reason

Semantic search and knowledge management use cases

HR professionals and recruiters

Sales agents

Software developers

Legal experts

Procurement specialists

Customer support specialists

Marketing departments

Computer vision use scenarios

Improving security

Enhancing and speeding up data analysis

Empowering automation

Want to learn what AI and computer vision can do for your business?

Book a no-obligation discovery call and find out how quickly we can create a Proof of Concept for your solution!

We keep your data safe: ISO certified

Say hi to Pretius at the conference

We actively contribute to the global tech conversation with 30+ annual international presentations.

POUG

See who’s coming:

Marcin Gosiewski

CloudWorld

See who’s coming:

Marcin, Bartosz, Amelia

Founders Mind

See who’s coming:

Marcin, Bartosz, Amelia

Our process

See our portfolio

Branch

Health insurrance

Country

Greece

SYSTEM

Insurance management

New SaaS application delivered in just 4 months thanks to low code

Optimizing infrastructure management app for over 120 cities

Branch

Engineering

Country

Netherlands

SYSTEM

Municipal asset management

Branch

Telecommunications

Country

Poland

SYSTEM

CRM system

Modern CRM system for a telecom company with 11M clients

Flexible project approaches

01

Co-creation

03

Dedicated development teams

02

Comprehensive project delivery

04

Team augmentation

What our clients say

Marek Samujłło

New SaaS application delivered in just 4 months thanks to low code