Enterprise data & AI solutions

The foundation your business can stand on

We help enterprises create reusable data products, put AI solutions into production and scale development across teams. We connect the architecture, engineering and ways of working needed to build on your existing data investments.

What we build

Data and AI solutions built for production

Data pipeline graph on a monitor

Reusable data products

Data designed around clear business needs, with defined users, ownership and quality requirements. Built for reuse across analytics, AI and the applications your business runs on.

Engineer thinking at a workstation

Data engineering that scales

Reusable components, templates and environments, with automated testing, deployment and observability. We establish the engineering practices that help more teams deliver consistently as demand grows.

Three engineers reviewing dashboards together

Governance that enables work

Clear ownership, shared definitions, cataloging, access controls and quality monitoring. We help people and systems find, understand and use trusted data, so teams can work independently without losing control.

Engineer with a tablet in a server room

Data & AI platforms

We develop and modernise data and AI platforms around your business use cases and existing data estate. Cloud architecture, MLOps, model deployment, evaluation and governed data access provide the capabilities analytics, AI and digital products need to scale.

Team working at laptops

Real-time & event-driven data

Streaming and event-driven architecture that connect changing business conditions to the systems that need to respond. Built for operations where yesterday’s data is already too late.

Let's talk

Got questions? Start here.

Ilpo Rouhola

Ilpo Rouhola

Business Development & Collaborations

+358 50 487 2920ilpo.rouhola@brightlyworks.com

AI transformation is architecture transformation

Scaling AI depends on how your data, systems and teams work together. See how reusable data products and connected architecture support that transformation.

From production

Built for environments where data really matters

Helen · Energy

Helen · Energy

Forecasting and optimization for a changing energy system.

We have supported Helen's data platform and data-driven capabilities in an environment where real-time data, forecasting and operational flexibility matter. The work helps connect data, models and operational systems in support of a carbon-neutral energy system.

OP Financial Group · Banking

OP Financial Group · Banking

Scaling analytics and AI capabilities in a large regulated organization.

We supported OP in scaling data and analytics across business units with governance, access, cataloging, infrastructure scalability, autonomous development and community enablement.

Working with us

One team with the whole system in view

Built for enterprise reality

We design around your systems, operating model and regulatory requirements, with governance, cost and maintainability addressed from the start.

One team across the full stack

You get one team responsible for data, AI, and the digital systems that use them. No stitching vendors together at the seams where products usually fail.

Senior expertise throughout

Senior engineers stay involved from architecture to production, with fewer handovers and knowledge shared so your team can confidently operate.

Selected technologies

Open Industry 4.0 Alliance
Kubernetes
Databricks
AWS
Microsoft Azure
dbt
Snowflake
OPC UA
Open Industry 4.0 Alliance
Kubernetes
Databricks
AWS
Microsoft Azure
dbt
Snowflake
OPC UA
Open Industry 4.0 Alliance
Kubernetes
Databricks
AWS
Microsoft Azure
dbt
Snowflake
OPC UA

Architecture review

What is holding back your data and AI development?

60 minutes. Bring your current architecture and the use cases you want to deliver. Leave with a recommendation on what to address next.

Our other services

We connect data and AI with the digital products and industrial systems that put them to work.

Smart Industrial Solutions

Smart Industrial Solutions

Connect industrial data to the systems that keep your operations running.

Data Science & ML Solutions

Data Science & ML Solutions

Your data already has the answers. We help you find them.

Digital Products & Services

Digital Products & Services

Streamline processes and exceed your customers' expectations.

Generative AI & Agents

Generative AI & Agents

AI solutions from governance to production-ready agents.

Let's talk

Tell us what you want to build, improve or scale.

A new data product, an AI use case or a bottleneck slowing your teams down. Tell us where you are and what you want to achieve. We’ll help you identify the next practical step.

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