Artificial Intelligence & Machine Learning

Reinvent your business with advanced AI/ML solutions. Enhance the efficiency of your products with access to data-driven insights, automation, and faster adaptation to changes.

How we do it

Artificial Intelligence is playing an ever more important role in business. Every year, we see a fresh batch of executives implement AI-based solutions across both products and processes. If you want to boost your business and have production-ready solutions, you need someone who knows how to do it.

arrow_back

01

Business understanding

We start with workshops and problem-solving sessions to thoroughly understand the challenge, define the scope and KPIs against which we will measure the success of the solution.

02

Data understanding

We identify various data sources, connect them, verify our understanding with the business unit and run exploratory data analysis to check the initial hypothesis and build up our business understanding with data-based reports.

03

Data preparation

We build up data pipelines that help us process and combine multiple data sources that are needed for the problem we are solving. We clean the data and prepare it in the format needed for modeling.

04

Modeling

We develop Machine Learning algorithms for a specific task, optimise the parameters, verify multiple approaches or model types and train them on the data prepared in previous steps. We also take into consideration the complexity of the model.

05

Evaluation

Based on previously defined KPIs, we evaluate the model’s performance, run error analysis and identify areas for improvement and refinement of the model. This also helps us to better prioritise our work.

06

Deployment & monitoring

Once we select the final model, we deploy it in production and monitor the results. It is important to verify the results over time to make sure that the distribution of the input data and results do not shift.

arrow_forward
Business understanding
Data understanding
Data preparation
Modeling
Evaluation
Deployment & monitoring

Escape the pilot trap and focus on results

We combine the latest AI techniques with IT expertise to deliver production-ready solutions for your organisation. Our aim is to balance the solution performance with costs and business value through quick verification of the results using Agile methodologies. Every industry can be transformed with the power of artificial intelligence: unlock it through innovation, collaboration and best-in-class technical expertise with MLOps practices.

visibility

Image Recognition & Classification

electric_rickshaw

Autonomous Vehicles

thumb_up

Recommendation Systems

home_iot_device

Internet of Things

settings_applications

Predictive Maintenance

find_in_page

Fraud Detection & Analytics

fact_check

Text Classification

bug_report

Anomaly Detection

memory

Embedded Analytics

barcode_scanner

Price Optimisation

analytics

Demand Forecasting and Inventory Optimisation

manage_history

Robotic Process Automation

sentiment_very_satisfied

Customer Sentiment Analysis

zoom_out_map

Personalisation at Scale

devices_wearables

Wearable Analytics

mark_unread_chat_alt

Chatbots and Virtual Assistants

Meet our expert

Tomasz Smolarczyk
Head of Artifical Intelligence

In my work, I leverage both IT skills and business knowledge to run analytics projects in various industries such as telco, retail, Automotive or banking.

My experience spans from building predictive models, scaling data science teams for startups and designing digital transformations for corporations.

I have completed postgraduate management studies based on an MBA program.

Tomasz Smolarczyk

Case studies

Discover the success stories of our clients

Contact us

Leave your contact details and we will get back to you as soon as possible

Tomasz Smolarczyk

Tomasz Smolarczyk

Head of Artifical Intelligence

    Spyrosoft collects the above data to contact you in order to process your inquiry. You can opt out of communication at any time. More information can be found in our Privacy Policy.