DATAVEXA / FRAMEWORK 03
CORE.
Cloud execution with financial accountability. Cost allocation, performance baselines, and compliance controls tied to architecture — so data and AI scale without surprises.
YOU NEED CORE IF
Your cloud bill climbs every quarter and nobody can say exactly why.
Critical workloads slow down or fall over, and there is no baseline to argue against.
Compliance and data residency are handled after the fact, not by design.
An AI workload is the reason the cloud invoice suddenly became a boardroom problem.
THE OPERATING PLAN
Results that show up in both finance and engineering metrics.
STEP 01
Map the spend
A cloud cost model with owner-level and team-based allocation. AI telemetry analysed for waste, idle resource, and optimisation.
STEP 02
Baseline & tune
Latency baselines and incident-reduction controls for critical workloads. Same output, smaller footprint.
STEP 03
Secure by design
Compliance and data-residency controls tied to architecture decisions — defensible in an audit, not bolted on after one.
STEP 04
Sustain
Standing procedures for cost, reliability, and escalation — so the savings and stability hold after we leave.
WHAT'S INCLUDED
Everything you need — nothing you don't.
A cloud cost model with owner- and team-level allocation (FinOps)
Performance and latency baselines for your critical workloads
Compliance and data-residency controls tied to the architecture
A prioritized optimization roadmap — execution-ready, with trade-offs
WHAT LANDS IN YOUR HANDS
Every euro of cloud spend traced to an owner.
Controls tied to architecture — defensible in an audit.
Same workloads, smaller invoice.
CLOUD ENGINEERING ASSESSMENT
A deep read on cost, performance, and risk — before you commit budget.
Every assessment
Optional modules
BEFORE CORE — CLARITY, THEN FOUNDATIONS
Is CORE your
starting point?
The diagnostic scores your cost efficiency in two minutes. If it's not CORE, we'll tell you what it is.