Work — Isaak Lagerman

Selected work

BUILT TO REASONBUILT TO USE

Across energy regulation, AI adoption, performance development, portfolio analysis and financial modelling, the approach stays the same: find the structure beneath the problem, then build the model, prototype, analysis or decision support that makes the next step easier to take. Good work is explainable, usable, and holds up under real constraints.

Rejlers · Consulting engagement

Forecasting without friction.

A self-service electricity-demand model for Energy Markets Inspectorate reporting, designed around official scenarios and two easily sourced public inputs.

~25%of Swedish grid operators adopted it in year one

Rejlers electricity-demand forecast model engagement

Forefront Consulting · Product engagement

From reviews to product.

A prototype and delivery plan for digitizing Forefront's five-area career-development framework and supporting continuous, AI-assisted employee development.

44functional and non-functional requirements defined

Product engagement addressing fragmented employee review processes

Rejlers · Simulation project

Make the transition playable.

A four-stakeholder simulation that replaced a conventional conference presentation with coordinated decision-making under uncertainty.

4+ yrsreused at industry conferences and events

Rejlers energy-transition simulation game

Rejlers · Solo strategy engagement

AI without the theatre.

An internal capability assessment paired with an external scan of technologies, vendors and likely market direction.

200+person division assessed across 19 units

Rejlers · Municipal planning engagement

A plan built from public data.

Current-state analysis and projections for Lidingö Municipality's energy plan under Sweden's Act (1977:439) on municipal energy planning.

2 of 3statutory plan components authored

Rejlers municipal energy-planning engagement

Forefront Consulting · Research and strategy engagement

Turn AI barriers into action.

A qualitative diagnosis of why capable consultants struggled to adopt generative AI, translated into prioritized recommendations.

12semi-structured interviews analysed

Forefront AI adoption-barriers strategy engagement

Procuritas · KTH industry partnership

Find the portfolio patterns.

A market map and cross-portfolio analysis using real Procuritas portfolio data to turn the team's own market research into focused strategic opportunities.

48generative-AI use-case pitches personally created