Free cookie consent management tool by TermsFeed Generator Cookies
Use cases

When you should optimize?

You've completed initial optimization work and want to maintain momentum without dedicating internal resources full-time.
Infrastructure costs are growing as workloads scale, and you need ongoing expertise to catch inefficiencies before they compound.
Your team lacks time or specialized knowledge to stay on top of cloud pricing changes, new service options, or emerging optimization techniques.
Leadership wants predictable, sustained cost discipline and visibility into ongoing savings, not just one-off reports.
Deliverables

What you get

Monthly cost reports: detailed spending analysis, cost trends, optimization recommendations, and savings achieved.
Continuous monitoring: proactive tracking of infrastructure updates, new cloud service opportunities, pricing changes, and anomalies.
Quarterly strategy sessions (2 hours): review progress with technical and finance stakeholders, align optimization with business priorities, and plan next quarter's initiatives.
Ad-hoc advisory support (up to 10 hours/month): email/Slack access for urgent cost questions, architecture decisions, or emerging optimization needs.
Annual comprehensive review: full infrastructure reassessment and updated optimization roadmap (typically identifies €30k–€150k+ in new annual savings).
Vendor and pricing analysis: ongoing evaluation of reserved instances, commitment planning, new discounts, and cost optimization tool configurations.
Our approach

How it works

01

Monthly review cycle

Analyze spending trends, identify new optimization opportunities, investigate anomalies, and document implemented savings.

02

Proactive recommendations

Surface emerging opportunities (new cloud services, pricing updates, architectural improvements) and prioritize by ROI.

03

Quarterly strategic alignment

Meet with leadership to review performance, validate priorities, and adjust optimization roadmap based on business changes.

04

On-demand support

Respond to urgent cost questions, architectural trade-offs, or vendor negotiations via email/Slack within 1 business day.

05

Annual deep dive

Conduct full infrastructure reassessment to reset baselines, surface major opportunities, and refresh long-term strategy.

Business impact

What you can expect

Sustained 10–25% cost optimization on infrastructure baseline through continuous refinement and proactive management.
Rapid anomaly detection: identify and resolve cost spikes within days instead of discovering them weeks later at month-end.
Reduced internal burden: your team focuses on product and engineering; cost optimization runs in the background with expert oversight.
5–10× annual ROI: typical €3k–€7k/month investment generates €25k–€200k+ in annual savings.
Proactive rather than reactive cost management: stay ahead of pricing changes, scaling needs, and optimization opportunities.

Practical details

Minimum commitment
3–6 months recommended; month-to-month after initial term
Client involvement
1–2 hours/month from a technical or finance lead for reviews and priority discussions
Participation in quarterly strategy sessions (2 hours)
Occasional follow-up for implementation coordination
About us

GoodML brings deep machine learning infrastructure and cost optimization

  • One focused engagement at a time. Direct access to experienced ML infrastructure optimization expertise.​
  • Clear priorities, expected impact, and practical next steps that your engineers own.
  • Clean handover, decisions, configs, and runbooks your team will keep using.
Learn more
Get in touch

Are you ready to Get Expert Input?

Book a complimentary 30-minute consultation to discuss your challenge and determine if hourly advisory is the right fit for your needs.

Book a call

Thank you! Your submission has been received!
Something went wrong while submitting the form.