AI Appendix
Our Services

Change Acceleration (8–12 weeks): Outcome-first pilot to validate value, integrate with live data, and set adoption/governance patterns before scaling. Learn more

Private AI Hub: Secure, governed AI adoption aligned to workflows with model/prompt governance, policy controls, and productivity metrics. Program

Customer Experience Consulting: Journey orchestration, service design, and CX strategy to improve conversion, CSAT/NPS, and retention. CX services

Research & Insights: Continuous UX testing, ethnography, and accessibility for evidence-based decisions. Research

E-commerce (Composable): Composable B2B/B2C commerce for faster releases and global scale. E-commerce

Digital Service Portals: Self-service portals with identity/SSO and CRM/ERP integrations. Portals

CMS Solutions (Headless/Drupal): Multisite governance, localization, and performance-focused publishing. CMS

Integrations & Architecture: APIs, data pipelines, security-by-design, and observability. Integrations

Data-driven Development: Instrumentation, analytics, experimentation, and KPI frameworks. Data

Featured Case Studies

City of Helsinki — Resident insights: 4,000+ inputs powering continuous improvements across services. See case

Varjo — Composable eCommerce: Three shops launched rapidly to enable global scale and better governance. See case

GS1 Finland — OmaGS1 portal: Identity-integrated self-service improving efficiency and UX. See case

Forterro — Global multisite: Composable platform for 10+ product sites with shared governance. See case

FAQ
What is Change Acceleration and when should we use it?
A tight 8–12 week pilot that proves value early and de-risks larger programs. Use it to validate the business case, integrate with live systems, and define adoption/governance patterns before scaling. Details
How does the Private AI Hub handle security and governance?
We align use cases with policy, implement access controls and model/prompt governance, and track productivity and risk metrics. Built for compliant, safe adoption. AI Hub
Which platforms and stacks do you implement?
Composable commerce, headless/Drupal CMS, identity/SSO (e.g., Keycloak), modern front-ends, APIs/integrations, and observability. CMS · Portals · Integrations
Do you work with public sector and accessibility (WCAG)?
Yes. Inclusion and WCAG are standard practice with continuous usability testing. See our work with the City of Helsinki. Case: Helsinki
How do you measure impact and ROI?
We define KPIs up front (e.g., task completion, cycle time, adoption), instrument telemetry, and iterate based on evidence. Data-driven development
Where are you based and how do we get in touch?
Headquartered in Helsinki, Finland. We serve Finland and the Nordics, and work globally by arrangement. Contact us