Our Services

AI for Energy, Manufacturing and Process Industries

Data & AI Readiness Audit

Many industrial AI initiatives fail not because the algorithms are weak, but because the data and foundations are not ready. Our audit gives you a fact-based view of where you stand today and where AI can realistically create value with the data you have.

We offer three levels of engagement depending on how deep you need to go. All are designed specifically for industrial companies in energy, manufacturing and process industries - not as generic IT assessments.

Tier 1 — Entry Point

AI Readiness Score

Same day

A structured 90-minute conversation covering six dimensions of AI readiness. No data access required. You leave with a concrete score, clear gaps identified, and a prioritised roadmap for what to address first.

  • 60-minute structured interview
  • Score across 6 dimensions (0–100)
  • 3-page report with gap analysis
  • Prioritised action plan
  • 30-minute follow-up Q&A
  • No data access required
Tier 2 — Deeper Analysis

Data Sample Analysis

1 week

Everything in Tier 1, plus a structured review of sample datasets you provide. We assess completeness, consistency, and suitability for your target AI use cases — giving you a technically grounded picture before committing to larger investments.

  • Everything in Tier 1
  • Review of 2–3 sample datasets
  • Data quality report (completeness, consistency, outliers)
  • Assessment of data suitability for target AI use cases
  • Specific technical recommendations
Tier 3 — Full Engagement

Full Data Audit

4–6 weeks

A comprehensive engagement covering your full data landscape — from discovery and data quality analysis to use-case mapping and a 12-month implementation roadmap. Designed for organisations ready to commit seriously to AI.

  • Full data landscape mapping across all systems
  • Deep data quality assessment (historian, SCADA, MES, LIMS)
  • AI use-case portfolio with prioritisation matrix
  • 90-day action plan + 12-month roadmap
  • Executive presentation to leadership
  • Governance & operating model recommendations
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Who this is for

You are a CEO, Operations Director or senior leader in an industrial company who:

Is considering AI but unsure whether your organisation is actually ready
Has experienced stalled or disappointing AI pilots and wants to understand whyHas run an AI pilot that stalled or underdelivered and wants to understand why
Feels pressure to "do something with AI" but doesn't want to waste money getting it wrong
Wants an honest, independent view - not a vendor trying to sell you a solution

Education & Coaching

Building AI understanding inside industrial organisations - at every level, from the shop floor to the boardroom. Delivered as one-day workshops, multi-day intensives, or structured long-term programs. On-site or remotely, in English or Swedish.

AI Fundamentals for Technical Teams

A one-day workshop for engineers, process managers, and operational staff. Covers what AI actually is, how machine learning works in practice, what data is needed, and where AI creates real value in industrial environments. No programming or mathematics background required. Built specifically for manufacturing and process industries — not a generic tech course. Currently also available through Bergsskolan.

AI Strategy for Leadership

A one-day workshop for CEOs, plant managers, and senior leaders. How to evaluate AI opportunities, prioritise initiatives, move from pilot to production, manage organisational change, and build a realistic business case. Practical, honest, and grounded in how industrial companies actually operate.

Continuous AI Capability Building. Available on request - tailored to your organisation

For companies that want more than a one-day workshop. Based on a comprehensive curriculum covering AI fundamentals through to advanced industrial applications, we design a structured learning program - typically delivered over 3–6 months - that builds genuine internal AI capability at your own pace.

AI Fundamentals

1‑day program for industry professionals seeking further training in AI for metal production

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AI Executive Workshops

Program for leadership teams

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AI Applications Deep Dive

1-day intensive for technical teams

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Utbildning & Livslångt Lärande

Detta utbildningsprogram är utformat för att vidareutbilda metallproduktionsteam i praktiska tillämpningar av artificiell intelligens. Målet är att ge riktad, hands‑on AI‑kunskap som ingenjörer och tekniskt anställda kan använda direkt i sitt dagliga arbete för att höja produktionseffektivitet, förbättra kvalitetskontroll, optimera underhållsverksamhet och stärka hållbarheten i metallurgiska miljöer. Utbildningsprogrammet har utvecklats i samarbete med KTH och Jernkontoret och erbjuds nu via Bergsskolan. Just nu finns två workshops att anmäla sig till via Bergsskolans webbsida( Anmäl dig här). Den framtagna utbildningen kan skräddarsys och anpassas efter er organisations specifika behov, processer och tekniska mognad. Kontakta oss gärna för mer information.

AI‑grunder

1‑dagars program för yrkesverksamma inom industrin som vill vidareutbilda sig i AI för metallproduktion.

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AI Executive Workshops

1‑dagars program för ledningsgrupper

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Let us start with a conversation

Whether you are exploring AI readiness or building your team's capabilities, we can help you find the right next step.