20+ years in software and tech services. Previously CEO of ALTEN Finland & Sweden and SVP at Digia, at ALTEN running Nordic operations with a €150M+ P&L and 1,500+ people; MSc CS.
versoa
Measure and steer
agentic engineering
adoption and cost.
Helping organizations grow into agentic engineering.
Coding changed
Companies must catch up
no visibility
CFOs, SW managers and developers are all flying blind on agentic work, at different altitudes. Budgeting is guesswork.
costs in motion
New spend is significant and shifting, away from seats and salaries, towards tokens and usage-based costs.
best practice expires
Which tools, models and processes fit which task changes month to month. Best practice demands constant relearning.
org charts lag
Autonomy and alignment have become the bottlenecks. Organization structures and employee roles reflect the past.
Agentic engineering changed how software gets built. The tools arrived faster than the practices, the budgets, or the org charts.
the new baseline
track adoption
Are we getting everything out of agentic coding? Are the best practices we agreed on actually followed, team by team, project by project?
see the costs
What did last month's tokens cost? Which projects spent them? Compare same tasks across different models: cost / duration / quality.
stay current
Keep the organization agile and on top of a field that constantly reinvents itself. Automate the evaluation and deployment of new models, tools and skills.
reshape the organization
Teams have to become AI compatible. When one engineer with agents does the work of a former squad, team sizes, review flows and career paths have to be redrawn.
how we help
versoa agent + dashboard
Visibility and control over agentic coding
Licensed per seat or measured device. The agent collects on developer machines, and the dashboard is where team leads and finance read it.
embedded consulting
Adoption, accelerated in place
Janne and Timo join a real team for 2 to 4 months, hourly billed and tightly scoped. Working practices and measurement in a live project.
training & events
Move the whole baseline
Hackathons, workshops, webinars, conference talks. Lift teams’ starting level at once.
change management
The organization around the code
Teemu, optionally with partners, for organizational change, process design and procurement, for the cases where the structure itself has to change.
founders
20+ years in software, nine as CTO of AddSearch. Builds AI-native SaaS products with a focus on agentic engineering, RAG architectures, and enterprise-grade security; MSc CS.
20+ years in software and data. Previously CEO of Pixeldata and Data Lead at Verto Analytics. Data science and analytics leader. PhD at Aalto, post-doc at UC Berkeley.
contact and stay informed
Take control of your agentic engineering adoption and costs. Talk to us.