Skip to main content

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.

Book a 30-min strategy callSee services
One workflowscoped end-to-end before kickoff
Selected patterns

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.

All21Energy-intensive operations8Manufacturing2Professional services11

21 / matching use cases

May 01, 2026

Energy-intensive operations

AI-powered platform and IoT infrastructure for distributed energy resources

Significant Grid Users (SGUs) needed more than historical data to manage complex energy portfolios, navigate volatile market prices and meet sustainability targets — they needed a live, context-aware operating layer.

↓↓Energy cost & CO₂ footprint
ChallengeSGUs increasingly need advanced tools to manage complex energy portfolios, navigate fluctuating market prices and meet strict sustainability goals. Relying on historical data is no longer sufficient to optimize costs and reduce carbon footprints effectively.
OutcomeThe platform's analytical engine processes this complex data matrix to generate a continuous, actionable value stream for the end-user. SGUs dynamically optimize their operations to significantly reduce both energy costs and environmental footprint, and leverage precise data profiles to strengthen tariff negotiations, accurately select contracted capacity and optimize capacity fees (opłata mocowa) — avoiding penalties and overpayment.
Book a 30-min strategy call

Mar 12, 2026

Professional services

Agentic AI workflows for back-office triage and escalation

A back-office team handling inbound case load needed autonomous AI agents to read, classify and route work — with humans owning the edge cases.

↑↑Cases triaged before human touch
ChallengeVolume grew faster than headcount could match, but the operating leaders rejected fully automated decisions on anything customer-facing.
OutcomeThe team absorbed materially higher volume on the same headcount, the escalation log gave leadership a real-time view of where the agent struggles, and the model became a calibration target instead of a black box.
Book a 30-min strategy call

Mar 22, 2026

Professional services

Enterprise digitalization for a mid-market operator

A mid-market operator had grown past the point where spreadsheets, shared inboxes and verbal handoffs could carry the operating model — but full ERP replacement was out of scope and out of budget.

weeks → daysOnboarding time to productivity
ChallengeOperating decisions lived in email threads and individual heads. New hires onboarded by shadowing rather than by following a process, and the leadership team had no single-source view of what was actually happening day to day.
OutcomeThe operating leaders gained a daily view of throughput, decisions stopped getting lost in inboxes and onboarding cycle time compressed because new hires followed a documented path instead of inheriting tribal knowledge.
Book a 30-min strategy call
Book a 30-min strategy call
What you are actually buying

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.

Use cases FAQ

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.

Calendar

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 call

Use 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 call
Contact form

Share 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

Email

contact@hohmann.pl

Response

If the calendar is not the right channel, the form is still the fastest way to start.

Open calendar

If the calendar is not the right channel, the form is still the fastest way to start.

Book a call