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byteLAKE s.c. Plac Solny 14 lok. 3, 50-062 Wrocław, Poland
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We solve costly operational problems with practical AI.

Explainable AI and Intelligent Agents that reduce waste, downtime, manual work and decision-making time.

byteLAKE Cognitive Services connects your data, systems and domain expertise to AI that can analyze, explain, recommend and automate.

From production lines and maintenance to documents, customer service and back-office operations, we build AI around the problems that actually cost your business time and money.

Explainable AI | Intelligent Agents | Industry & Business

See What We Solve
Discuss Your AI Use Case
10+ Years of Experience

From Business Problem
to Production AI

We don't start by asking which AI model you want to use. We start by asking what is costing your business time, money or capacity. Then we connect the right data, systems, expertise and AI capabilities to solve it.

byteLAKE Cognitive Services combine Explainable AI, Feature Engineering, Root Cause Analytics, Private AI and Intelligent Agents in one practical AI platform.

We connect data from MES, SCADA, CMMS, ERP, IoT, documents and other business systems with the knowledge of your teams to turn complex information into clear, actionable decisions — and automate work that no longer needs to be done manually.

Explainable AI
AI You Can Challenge

Our approach emphasizes Explainable AI. The goal isn't simply to produce an answer — it is to provide enough evidence for your team to understand, verify or challenge the recommendation.

Feature Engineering
Your Expertise Is Part of the AI

The best people in your organization already know things that aren't written down in databases.

We capture that knowledge through Feature Engineering and combine it with operational data.

AI That Fits Your Environment

We integrate with the systems you already use rather than asking you to replace them.

AI Partner
What Does AI Actually Deliver?
  • Less manual work
    Automate document processing, reporting, information retrieval and repetitive workflows.
  • Less downtime
    Predict degradation, prioritize alarms and identify what needs attention.
  • Less waste
    Find the causes of over/underweighting, defects, rework and process instability.
  • Faster decisions
    Turn hours of searching and analysis into minutes.
  • Better decisions
    Combine data, context and human expertise instead of relying on isolated dashboards.
  • More accessible expertise
    Capture organizational knowledge and make it available when and where people need it.
byteLAKE's COGNITIVE SERVICES

Where We Deliver Value

Industrial AI
Predictive Maintenance

  • Reduce unplanned downtime and optimize maintenance decisions
Production Optimization

  • Reduce waste, improve efficiency and increase output
Quality & Root Cause Analytics
  • Understand why defects, failures and process problems happen

Energy & Utilities Optimization
  • Predict demand, reduce losses and optimize energy operations

Intelligent Automation
AI Agents

    • Process documents, search and interpret company knowledge, support customers and employees, provide recommendations and automate selected tasks

    Is AI worth exploring in your business?

    You may be a good fit if:

    • Your teams spend hours processing documents or searching for information.
    • Experienced employees repeatedly solve the same problems manually.
    • Your production generates significant waste, rework or downtime.
    • You have large amounts of operational data but still rely heavily on Excel and manual analysis.
    • Your maintenance, production or quality teams struggle to identify root causes.
    • You want AI connected to MES, CMMS, ERP, SCADA or IoT.
    • You are considering an AI chatbot but want it to actually solve customer or employee problems.
    • Data security prevents you from simply sending everything to a public cloud.

    Then:

    You don't need to know which AI technology you need. That's our job.

    What Could AI Take Off Your Team's Plate?
    • Documents
       Read, extract, summarize, translate and compare complex documents.
    • Information
       Find answers across manuals, reports, procedures, PDFs, Excel files and internal knowledge.
    • Analysis
       Analyze production, maintenance, quality, energy or business data.
       Identify why defects, scrap and rework happen — and where to intervene.
    • Decisions
       Explain what is happening, why it is happening and what options deserve attention.
       Predict equipment problems, prioritize alarms and accelerate maintenance decisions.
       Combine data with the experience of your best people to produce contextual, explainable insights.
    • Customer Service
       Answer customer questions using company-specific knowledge and systems.
       Deploy AI Agents that understand your products, processes and customer context — not just generate generic replies.
    • Routine Work
       Prepare reports, process forms, trigger workflows and perform defined repetitive tasks.
       Process documents, prepare reports, extract information and automate repetitive workflows.

    When AI isn't the answer

    Not every problem needs AI. If deterministic software, better data engineering or a process change can solve the problem more reliably and economically, we'll tell you. We use AI where it creates an advantage.

    Tell Us What Is Costing Your Team Time or Money
    OUR CLIENTS AND PARTNERS

    Selected Feedback and Articles

    AI for Legal Documents

    AI for Paper Quality Control

    AI for District Heating

    Digital Automation

    Industrial AI

    From hours to minutes
    AI Value in the Real World
    • Food Production / Production
      Attack the root causes of material loss, rework and packaging deviations.
      High-six-figure value opportunities.
      Complex quality/root-cause analysis → hours instead of weeks
    • Automotive
      Turn complex quality analytics from weeks into hours.
    • Energy
      Optimize demand, supply, storage and trading.
    • Back Office
      Complex document review, summaries, translations and extraction → minutes instead of hours
      Document preparation and repetitive processing → up to 90% less manual work where the workflow is suitable
    • Customer Service
      Move from website chatbots to agents that actually solve customer problems.
      Significant reduction in manual processing time.
    HOW WE START
    No AI for the sake of AI.
    We proceed when there is a clear path to measurable value.
    1. Find the Expensive Problem

    Identify where the business is losing money, time, capacity or information.


    2. Map the Evidence

    Assess available data, systems, processes and domain expertise.

    3. Build the AI Context

    Combine data with business rules, domain knowledge and human experience.


    4. Deploy

    Integrate AI into existing workflows and systems — on-premises, Edge, hybrid or cloud depending on requirements.

    5. Measure the Result

    Define the KPI before deployment and track whether AI actually improves it.

    Research That Becomes Production AI
    We combine AI research with engineering and real-world deployment experience.

    Our work spans Explainable AI, computer vision, AI acceleration, industrial analytics and intelligent automation — with a focus on turning research into solutions that work outside the lab.

    Self-Checkout for Restaurants (research)
    Self-Checkout
    CFD Suite
    AI-Accelerated CFD
    byteLAKE's Research in AI
    AI Research
    TRANSFORMING INDUSTRY WITH AI

    Integrated. Contextual. Explainable.

    AI becomes valuable when it understands the environment in which it operates. That's why we combine your operational data, business systems and human expertise with AI — creating solutions that understand context rather than simply generating outputs.


    Integrated
    Connected to your existing systems.


    Contextual
    Grounded in your data, processes and domain expertise.


    Explainable
    Designed to show the evidence behind recommendations.


    Private
    Deployable on-premise, at the edge or in a hybrid environment.


    Actionable
    Built to support decisions and automate defined tasks.

    byteLAKE Contact Information
    OUR CLIENTS AND PARTNERS
    Trusted by teams working with complex industrial and enterprise environments.
    LenovoAI_Innovators_Partner_Ecosystem_PRI_RED_SQ
    Nicholas Borsotto Head of Lenovo AI Innovators, Lenovo. 

    Professionally and personally I couldn't have asked for better partners than Marcin Rojek, Mariusz Kolanko and team. Thank you for being with us from the start and allowing us to be your partner for scale. Looking forward to everything that will out next.


     


    Intel Gold Partner
    Krzysztof Jonak EMEA Territory Sales Director, Intel.

    AI already plays a very important role in our daily lives. […] The application of the Intel® Distribution of OpenVINO™ toolkit in byteLAKE’s Cognitive Services shows that AI works efficiently as an actual tool for optimizing company operations. Moreover, such a combination reduces the barrier of necessary upgrades to IT infrastructure [...]


    Private AI | Explainable AI | Production Deployments | 10+ Years of AI Experience

    Not sure where AI can create value?

    Tell us what is costing your team time, money or capacity. We'll help identify where AI could make a measurable difference.

    You don't need to arrive with an AI specification. We'll help you determine whether AI can solve it — and what a practical implementation could look like.