AI Transformation, Process Optimization & Cost Efficiency
Application patterns with a business-first lens.
Each use case is framed around the problem shape, the advisory move and the operational result — drawn from delivered work and patterns we are ready to deploy.
Reusable application patterns, structured for clarity.
A library of patterns drawn from our work and our pattern playbook — structured so the engagement shape, the operating leverage and the measurement protocol read the same way every time.
2 / matching use cases
Jan 09, 2026
ManufacturingFlexible steel production aware of energy cost
A heavy-industry producer needed to align production scheduling with volatile energy prices without hurting output.
Jan 22, 2026
ManufacturingContinuous-process optimization for a glass furnace
Every shift ran the furnace slightly differently, and by the time monthly reports surfaced the drift, the margin was already gone.
A commercial shape you can hand to your CFO in one page.
Every pattern in the library converts to the same engagement shape — the same price logic, the same risk posture, the same measurement protocol. Procurement reads it once and understands the rest.
Scoped
no billable hours, no retainers
Scope, deliverables and pricing locked in writing before kickoff. Change orders require your signature — we do not invoice hours we did not scope.
Phased
baseline → handover
Baseline KPI early, pilot live mid-engagement, runbook in your team's hands at closeout. Built-in progress review keeps direction aligned with what discovery showed.
Your data
not a vendor dashboard
The result is read from your operating system, with a measurement protocol agreed with your finance leadership — not a rendered chart from a tool we installed.
How to read the pattern library.
What's delivered, what's deploy-ready and what you can ask for directly.
Each entry is a pattern — engagement shape, operating leverage, measurement protocol — distilled from our work and our pattern playbook. On a call we can talk through which patterns are the closest fit to your situation and what the next step would look like for your specific workflow.
Ready to make AI commercially useful?
Let’s identify where AI can reduce costs, improve process performance and create measurable value in your business.
Book a 30-min strategy callUse the booking flow for a direct conversation about cost pressure, process redesign or AI deployment priorities.
Loads calendly.com — sets cookies for the booking widget. Click to consent.
Book a 30-min strategy callShare the challenge and the business context.
The form is short on purpose. You can add detail in the message field.
Calendar
Prefer to book directly?
Use the calendar link for a direct consultation slot instead of email.
Calendar
Open calendar
contact@hohmann.pl
Response
If the calendar is not the right channel, the form is still the fastest way to start.
If the calendar is not the right channel, the form is still the fastest way to start.