Data & AI hub

Innowise’s Data & AI hub concentrates top minds in big data and artificial intelligence across the CEE region.

300 plus

Big data & AI experts

85 percent

Mid-senior-level specialists

Innowise IT team working on big data and AI projects Big data and AI experts at Innowise
200 plus

Big data & AI projects delivered

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ISO 9001ISO 13485 ISO 27001 Microsoft Solutions Partner_data Microsoft Solutions Partner_digital Google_Cloud_Partner Aws_partner_tier_logo Salecforce_partnerSAP_Partner IBM_Partner_Plus_silver_partner UIpath partner odoo_ready_partnershopify InterSystems Implementation Partner Databricks FTC-Badge-Circle-Blue-2022 Custom-Software-Development-Companies_upscayl_2x_high-fidelity-4x outsourcing2025Clutch Top B2B Companies Global 2022 Inc.-5000-Color-Medallion-Logo IAOP_Strategic_Partnerships_2022
ISO 9001ISO 13485 ISO 27001
Microsoft Solutions Partner_data Microsoft Solutions Partner_digital
Google_Cloud_Partner Aws_partner_tier_logo Salecforce_partner
SAP_Partner IBM_Partner_Plus_silver_partner
UIpath partner odoo_ready_partner
shopify InterSystems Implementation Partner
Databricks FTC-Badge-Circle-Blue-2022 Custom-Software-Development-Companies_upscayl_2x_high-fidelity-4x
outsourcing2025Clutch Top B2B Companies Global 2022
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Full-stack big data services

Opt for purpose-built intelligence with Innowise

Custom AI solutions we develop

  • AI agents
  • Chatbots & virtual assistants
  • Generative AI
  • GPT-based systems
  • Analytics platforms
  • Computer vision
  • Copilots & enterprise search (RAG)
  • AI process automation
  • NLP document automation
  • ML-powered anomaly detection

AI agents

Delegate complex monitoring and analytics tasks to artificial intelligence. We develop AI agents for finance analysis, marketing, tech service, and more, supporting your day-to-day workflows.

AI agent development for financial analysis, marketing, and tech services.

Chatbots & virtual assistants

Innowise helps simplify client service by developing AI chatbots. Intelligent chatbots pull together all your service-related data and guide customers through requests. Removing routine work from your team’s shoulders.

AI chatbot development includes building virtual assistants that simplify client service.

Generative AI

With clear human guidance, Gen AI excels in all forms of digital creation, from ad banners to personalized messages. We build solutions on leading AI models, such as GPT, DALL-E, Claude, and Gemini, tailoring them to your specific use case.

Generative AI, or Gen AI, development using leading AI models, such as GPT, DALL-E, Claude, and Gemini.

GPT-based systems

We develop both products and custom solutions powered by GPT at their core. You’ll gain a tailored generation engine with data prepared and integrated, custom logic applied, and system connections built all around.

GPT-based system development services for tailored AI generation engines.

Analytics platforms

Our engineering teams deliver AI-driven analytics systems that detect anomalies and forecast KPIs, presented through visual dashboards and automated reports. Our platforms integrate smoothly with your existing tools and data, ensuring balanced performance.

Analytics platforms development services offer AI driven analytics, anomaly detection, and reporting systems.

Computer vision

At Innowise, we level up visual-based tasks. From local apps with gesture recognition to enterprise-grade quality control and robotics software, our CV systems excel at object detection, tracking, and depth estimation.

Computer vision development for object detection, tracking, and depth estimation.

Copilots & enterprise search (RAG)

Strengthen your product experience with AI copilots that guide users through complex flows and offer contextual tips. Streamline search across massive data volumes with enterprise-grade RAG.

Co-pilots and enterprise search (RAG) development for streamlined search across massive data volumes.

AI process automation

Drawing on deep expertise in enterprise AI integration, we help restructure processes and remove bottlenecks through intelligent automation. We assess AI maturity, pick best-fitting models, orchestrators, and integrations to shape a system that will be spot on.

AI process automation to eliminate bottlenecks through intelligent automation.

NLP document automation

For document-intensive workflows, our NLP-based apps for document automation help attain long-term benefits with a fast ROI. Innowise takes care of their top-tier performance and cost-efficiency throughout.

NLP document automation development to streamline document-heavy workflows.

ML-powered anomaly detection

For anomaly detection solutions to produce precise outputs, we start with quality inputs. We train models on your textual, visual, or audio patterns, and generate synthetic data if needed, to create high-grade QA, fraud or inefficiency detection systems.

ML-based anomaly detection solutions for advanced QA, fraud, and inefficiency detection.
AI agents

Delegate complex monitoring and analytics tasks to artificial intelligence. We develop AI agents for finance analysis, marketing, tech service, and more, supporting your day-to-day workflows.

AI agent development for financial analysis, marketing, and tech services.
Chatbots & virtual assistants

Innowise helps simplify client service by developing AI chatbots. Intelligent chatbots pull together all your service-related data and guide customers through requests. Removing routine work from your team’s shoulders.

AI chatbot development includes building virtual assistants that simplify client service.
Generative AI

With clear human guidance, Gen AI excels in all forms of digital creation, from ad banners to personalized messages. We build solutions on leading AI models, such as GPT, DALL-E, Claude, and Gemini, tailoring them to your specific use case.

Generative AI, or Gen AI, development using leading AI models, such as GPT, DALL-E, Claude, and Gemini.
GPT-based systems

We develop both products and custom solutions powered by GPT at their core. You’ll gain a tailored generation engine with data prepared and integrated, custom logic applied, and system connections built all around.

GPT-based system development services for tailored AI generation engines.
Analytics platforms

Our engineering teams deliver AI-driven analytics systems that detect anomalies and forecast KPIs, presented through visual dashboards and automated reports. Our platforms integrate smoothly with your existing tools and data, ensuring balanced performance.

Analytics platforms development services offer AI driven analytics, anomaly detection, and reporting systems.
Computer vision

At Innowise, we level up visual-based tasks. From local apps with gesture recognition to enterprise-grade quality control and robotics software, our CV systems excel at object detection, tracking, and depth estimation.

Computer vision development for object detection, tracking, and depth estimation.
Copilots & enterprise search (RAG)

Strengthen your product experience with AI copilots that guide users through complex flows and offer contextual tips. Streamline search across massive data volumes with enterprise-grade RAG.

Co-pilots and enterprise search (RAG) development for streamlined search across massive data volumes.
AI process automation

Drawing on deep expertise in enterprise AI integration, we help restructure processes and remove bottlenecks through intelligent automation. We assess AI maturity, pick best-fitting models, orchestrators, and integrations to shape a system that will be spot on.

AI process automation to eliminate bottlenecks through intelligent automation.
NLP document automation

For document-intensive workflows, our NLP-based apps for document automation help attain long-term benefits with a fast ROI. Innowise takes care of their top-tier performance and cost-efficiency throughout.

NLP document automation development to streamline document-heavy workflows.
ML-powered anomaly detection

For anomaly detection solutions to produce precise outputs, we start with quality inputs. We train models on your textual, visual, or audio patterns, and generate synthetic data if needed, to create high-grade QA, fraud or inefficiency detection systems.

ML-based anomaly detection solutions for advanced QA, fraud, and inefficiency detection.

Complete suite of AI services

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AI consulting

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Custom AI development

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AIOps

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ML consulting

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Machine learning

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MLOps

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Data science

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White-label AI/ML outstaffing

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Continuous support

Industries we build for

  • Retail
  • Finance
  • Healthcare
  • Manufacturing
  • Logistics
  • Energy

Retail & e-commerce

Make a leap in sales through dynamic pricing, demand forecasting, personalized recommendations, and supply chain solutions powered by AI. Our intelligent platforms produce insights from complex product, customer, and transactional signals.

AI and data solutions for e-commerce and retail, including dynamic pricing and personalized recommendations.

Finance

FinTech companies rely on our data and AI services for in-depth risk scoring, fraud detection, and personalized AI assistance. To anticipate financial trends, we develop predictive models that forecast shifts early.

AI and data solutions for the finance sector, including in-depth risk scoring, fraud detection, and personalized assistance.

Healthcare & MedTech

We create AI-based solutions that help enhance diagnostic accuracy, predict health outcomes, and streamline daily hospital operations. Our systems analyze and securely handle huge volumes of sensitive data, such as medical images and patient history records.

AI and data solutions for healthcare and medtech, including diagnostics assistance and smart hospitals.

Manufacturing

Innowise-built systems improve manufacturing at all levels, from shop floors to executive management. We build for predictive maintenance, quality inspection, production planning, and other complex cases, processing both equipment and staff performance data.

AI and data solutions for manufacturing, including predictive maintenance, quality inspections, and production planning.

Logistics

With AI analyzing data on suppliers, vehicles, inventory levels, demand and other operational factors, you can identify potential roadblocks to smooth delivery. This helps minimize uncertainty, eliminate shortages or overstock, and implement anticipatory planning.

AI and data solutions for logistics that help eliminate supply chain roadblocks.

Energy

Innowise engineers data platforms for energy consumption management. With smart analytics of IoT and operational data, our solutions help predict consumption and optimize grid assets, supporting more sustainable energy use.

AI and data solutions for energy that help predict consumption and optimize grid assets.

Learn how you can start to benefit from AI today

How we work

Step 1

Discovery

1–3 weeks

A grounded assessment of your challenge and KPIs. For AI products, we assess both technology foundation and business value. For enterprises — AI maturity and data quality above all.

Step 2

MVP development

2–3 months

A phase to validate the solution in practice. You’ll receive a functional first version to test real-world value and define the next development steps.

Step 3

Full development

custom

Full-scale development leading to enterprise deployment or market launch. Here we build, test, and integrate AI-based systems for real-world operation.

Step 4

Continuous support

ongoing

A long-term commitment to keep your solution reliable and evolving. We monitor and optimize performance, ship updates, and extend capabilities to support growth.

Technologies we use

  • Data engineering tech stack
  • AI/ML tech stack
Cloud platforms & Big Data processing

AWS, Microsoft Azure, Google Cloud Platform, Cloudera, Databricks, Apache Hadoop (HDFS, YARN, MapReduce), Apache Spark, Apache Flink, Apache Beam, Dataproc, Dataflow, EMR, HDInsight, Stream Analytics, Kinesis, Pub/Sub, Kafka, Pulsar

Data storage, databases & warehousing

MySQL, PostgreSQL, SQL Server, Oracle, MongoDB, Cassandra, Couchbase, DynamoDB, Firestore, Parquet, ORC, InfluxDB, TimescaleDB, OpenTSDB, Neo4j, JanusGraph, Amazon Neptune, Snowflake, BigQuery, Redshift, ClickHouse, Vertica, Azure Synapse, Teradata

Data integration, ETL & streaming

Apache NiFi, Talend, Denodo, Informatica PowerCenter, IBM InfoSphere DataStage, SSIS, Airbyte, Dremio, Kafka, RabbitMQ, Pub/Sub, Kinesis

Data orchestration & workflow management

Apache Airflow, Luigi, AWS Step Functions, Google Cloud Composer, Azure Logic Apps, Apache Atlas, AWS Glue Data Catalog, Google Cloud Data Catalog, Azure Purview

Machine learning & data science

Python (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, Keras), R, Jupyter, H2O, Apache MXNet, Azure ML Studio, Vertex AI, Amazon SageMaker, DataRobot

Business intelligence & visualization

Power BI, Tableau, Looker, Google Data Studio, QlikView, Grafana, Sisense, ThoughtSpot, Domo

Data governance & security

Apache Ranger, Apache Knox, AWS Lake Formation, Azure Private Link, Google Cloud DLP

Data management & MDM

Informatica MDM, Talend, Denodo, Collibra (where applicable)

Programming & scripting

Python, Scala, Java, R, SQL, Go

Containers & DevOps

Docker, Kubernetes, CI/CD pipelines

Core languages & frameworks

Python, R, C/C++, NumPy, Pandas, SciPy, scikit-learn, XGBoost, LightGBM, CatBoost, TensorFlow, Keras, PyTorch, JAX,Flax, Hugging Face Transformers/Diffusers

MLOps, CI/CD & reproducibility

MLflow, Kubeflow, Metaflow, Flyte, Vertex AI Pipelines, SageMaker Pipelines, Azure ML Pipelines, Git LFS, GitHub Actions, GitLab CI, Jenkins

Model serving & inference

TensorFlow Serving, TorchServe, Triton Inference Server, FastAPI, Flask, gRPC, ONNX/ONNX Runtime

Feature stores & data for ML

Databricks Feature Store, Vertex AI Feature Store, SageMaker Feature Store

Data labeling & curation

Label Studio, CVAT, Roboflow, Supervisely, Scale AI, Labelbox, Amazon SageMaker Ground Truth

LLM/GenAI tooling

Hugging Face Hub, OpenAI API, Anthropic, Google Vertex AI (PaLM/Gemini), Azure OpenAI, Azure AI Foundary, LangChain, LangGraph, LlamaIndex, Guidance, Haystack, Prompt tooling: Promptflow, Promptfoo, Guardrails

RAG

FAISS, Milvus, Weaviate, Pinecone, Qdrant, Elasticsearch dense vectors

Model monitoring, observability & testing

Evidently AI, WhyLabs, Arize AI, Fiddler, Monte Carlo (ML), Superwise

Computer vision, NLP

OpenCV, albumentations, YOLO, ViT, CNN, spaCy, NLTK, Gensim, Stanza, SentenceTransformers

Speech & audio

torchaudio, WebRTC VAD, Whisper, PyDub, librosa

Optimization, training infrastructure & distributed compute

CUDA, cuDNN, PyTorch Distributed, DeepSpeed, ONNX

AutoML & hyperparameter tuning

Optuna, Ray Tune, Hyperopt, Auto-sklearn, H2O.ai, AutoKeras

Model compression & edge/embedded AI

ONNX, OpenVINO, TensorRT, TVM, TFLite, Core ML, MediaPipe, NVIDIA Jetson, ARM NN, Qualcomm SNPE, Voyager SDK (Axelera AI)

Experiment tracking, registry & artifact stores

MLflow Tracking/Registry, Weights & Biases Model Registry, Vertex/SageMaker/Azure ML registries

Visualization & dashboards

Plotly, Matplotlib, Bokeh, Altair, Streamlit

Scheduling, orchestration & jobs

Airflow, Kubernetes Jobs/CronJobs

Containers, cluster & cloud

Docker, Kubernetes, AWS (SageMaker, EKS, EC2, Batch), GCP (Vertex AI, GKE, Compute Engine), Azure (Azure ML, AKS), NVIDIA GPU Cloud (NGC) containers

Data engineering tech stack

Cloud platforms & Big Data processing

AWS, Microsoft Azure, Google Cloud Platform, Cloudera, Databricks, Apache Hadoop (HDFS, YARN, MapReduce), Apache Spark, Apache Flink, Apache Beam, Dataproc, Dataflow, EMR, HDInsight, Stream Analytics, Kinesis, Pub/Sub, Kafka, Pulsar

Data storage, databases & warehousing

MySQL, PostgreSQL, SQL Server, Oracle, MongoDB, Cassandra, Couchbase, DynamoDB, Firestore, Parquet, ORC, InfluxDB, TimescaleDB, OpenTSDB, Neo4j, JanusGraph, Amazon Neptune, Snowflake, BigQuery, Redshift, ClickHouse, Vertica, Azure Synapse, Teradata

Data integration, ETL & streaming

Apache NiFi, Talend, Denodo, Informatica PowerCenter, IBM InfoSphere DataStage, SSIS, Airbyte, Dremio, Kafka, RabbitMQ, Pub/Sub, Kinesis

Data orchestration & workflow management

Apache Airflow, Luigi, AWS Step Functions, Google Cloud Composer, Azure Logic Apps, Apache Atlas, AWS Glue Data Catalog, Google Cloud Data Catalog, Azure Purview

Machine learning & data science

Python (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, Keras), R, Jupyter, H2O, Apache MXNet, Azure ML Studio, Vertex AI, Amazon SageMaker, DataRobot

Business intelligence & visualization

Power BI, Tableau, Looker, Google Data Studio, QlikView, Grafana, Sisense, ThoughtSpot, Domo

Data governance & security

Apache Ranger, Apache Knox, AWS Lake Formation, Azure Private Link, Google Cloud DLP

Data management & MDM

Informatica MDM, Talend, Denodo, Collibra (where applicable)

Programming & scripting

Python, Scala, Java, R, SQL, Go

Containers & DevOps

Docker, Kubernetes, CI/CD pipelines

AI/ML tech stack

Core languages & frameworks

Python, R, C/C++, NumPy, Pandas, SciPy, scikit-learn, XGBoost, LightGBM, CatBoost, TensorFlow, Keras, PyTorch, JAX,Flax, Hugging Face Transformers/Diffusers

MLOps, CI/CD & reproducibility

MLflow, Kubeflow, Metaflow, Flyte, Vertex AI Pipelines, SageMaker Pipelines, Azure ML Pipelines, Git LFS, GitHub Actions, GitLab CI, Jenkins

Model serving & inference

TensorFlow Serving, TorchServe, Triton Inference Server, FastAPI, Flask, gRPC, ONNX/ONNX Runtime

Feature stores & data for ML

Databricks Feature Store, Vertex AI Feature Store, SageMaker Feature Store

Data labeling & curation

Label Studio, CVAT, Roboflow, Supervisely, Scale AI, Labelbox, Amazon SageMaker Ground Truth

LLM/GenAI tooling

Hugging Face Hub, OpenAI API, Anthropic, Google Vertex AI (PaLM/Gemini), Azure OpenAI, Azure AI Foundary, LangChain, LangGraph, LlamaIndex, Guidance, Haystack, Prompt tooling: Promptflow, Promptfoo, Guardrails

RAG

FAISS, Milvus, Weaviate, Pinecone, Qdrant, Elasticsearch dense vectors

Model monitoring, observability & testing

Evidently AI, WhyLabs, Arize AI, Fiddler, Monte Carlo (ML), Superwise

Computer vision, NLP

OpenCV, albumentations, YOLO, ViT, CNN, spaCy, NLTK, Gensim, Stanza, SentenceTransformers

Speech & audio

torchaudio, WebRTC VAD, Whisper, PyDub, librosa

Optimization, training infrastructure & distributed compute

CUDA, cuDNN, PyTorch Distributed, DeepSpeed, ONNX

AutoML & hyperparameter tuning

Optuna, Ray Tune, Hyperopt, Auto-sklearn, H2O.ai, AutoKeras

Model compression & edge/embedded AI

ONNX, OpenVINO, TensorRT, TVM, TFLite, Core ML, MediaPipe, NVIDIA Jetson, ARM NN, Qualcomm SNPE, Voyager SDK (Axelera AI)

Experiment tracking, registry & artifact stores

MLflow Tracking/Registry, Weights & Biases Model Registry, Vertex/SageMaker/Azure ML registries

Visualization & dashboards

Plotly, Matplotlib, Bokeh, Altair, Streamlit

Scheduling, orchestration & jobs

Airflow, Kubernetes Jobs/CronJobs

Containers, cluster & cloud

Docker, Kubernetes, AWS (SageMaker, EKS, EC2, Batch), GCP (Vertex AI, GKE, Compute Engine), Azure (Azure ML, AKS), NVIDIA GPU Cloud (NGC) containers

500+ clients trust Innowise and return with new projects

All testimonials (52)

Innowise has played a critical role in the development of our state-of-the-art AI platform. Their team has consistently demonstrated a high level of expertise, professionalism, and dedication to our project. We have been very impressed with their ability to understand our needs, provide effective solutions, and meet our project timelines.

Throughout our collaboration, Innowise demonstrated exceptional adaptability and technical rigor. They seamlessly scaled their team to match our evolving needs, deploying up to two full teams at peak capacity.

Over the years, Innowise has consistently proven to be a long-term reliable partner. The consistency and quality of the services provided have significantly contributed to the success of our joint initiatives.

We’ve been working with Innowise on the development of a complex, AI-powered health application, and our experience has been very positive. The Innowise team quickly integrated into our processes and became a reliable extension of our in-house team.

Greater opportunities built on strong partnerships

AWS partner logo
AWS partner logo

AWS Advanced Tier partner

Gain expert-level use of one of the most mature, battle-tested ML ecosystems. We build the right architectures from the start, backed by rigorous AWS partner standards.

Google Cloud partner logo
Google Cloud partner logo

Google Cloud partner

Make the most out of Google’s deeply integrated data and AI ecosystem with us. Leverage advanced high-end pre-trained models to deliver GenAI and CV apps at the highest quality.

Microsoft Solutions partner logo
Microsoft Solutions partner logo

Microsoft Solutions partner: Data & AI Azure

Get an expert touch on leading services like Azure OpenAI, and prioritized access to betas. Using Microsoft accelerators, we build custom intelligence platforms faster.

Databricks partner logo
Databricks partner logo

Databricks partner

Rely on our proven competence with the industry-leading Lakehouse architecture to unify your data and AI workloads. Cut development with a single MLflow environment for experiments and production.

Let’s discuss your data and AI projects

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    What happens next?
    1

    Once we’ve received and processed your request, we’ll get back to you to detail your project needs and sign an NDA to ensure confidentiality.

    2

    After examining your wants, needs, and expectations, our team will devise a project proposal with the scope of work, team size, time, and cost estimates.

    3

    We’ll arrange a meeting with you to discuss the offer and nail down the details.

    4

    Finally, we’ll sign a contract and start working on your project right away.

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