S/11 · Cloud & infrastructure
Cloud cost reduction
Axio Intelligence reduces cloud spend on AWS, GCP and Azure. A read-only diagnostic inventories every resource, maps spend to workloads and quantifies what is recoverable; a senior engineer validates the findings and presents a prioritised, fixed-fee plan. Published optimisation benchmarks commonly put recoverable spend at 20–50% for teams that have never done this work.
When teams call us
You probably need this if…
- 01
The bill grew faster than revenue and nobody can say exactly why.
- 02
IoT telemetry and video storage costs are climbing with every device you ship.
- 03
Finance is asking engineering questions engineering can’t answer quickly.
Deliverables
What you get
01
Read-only diagnostic
Audit-scoped access, full resource inventory, dependency map and spend attribution.
02
Findings deck
Quantified opportunities ranked by dollars saved per week of work — yours to keep.
03
Fixed-fee execution
Rightsizing, commitment strategy, storage tiering, data-transfer fixes and architecture changes.
04
Guardrails
Budgets, tagging policy and alerts so spend doesn’t drift back.
Technologies
What we work in
Named platforms and standards describe what we build with and build to; they don’t imply a formal partnership or certification with the vendor.
Where we apply it
Industries
I/04
Industrial & remote assets
Monitoring and control for oil & gas, water, cold chain and infrastructure.
View →I/01
Connectivity providers & IoT platforms
Implementation partner for MVNOs, module makers and IoT platforms.
View →I/02
Energy & DER devices
Make batteries, solar + storage and EV chargers dispatchable.
View →All
Another sector?
The same engineering carries across sectors. See everywhere we work, or bring yours to a scoping call.
All industries →Questions
Cloud cost reduction: common questions
Is the diagnostic safe to run against production?
Yes. It uses read-only, audit-scoped credentials you can revoke at any time. Nothing is changed until you approve a plan.
How much can we expect to save?
It depends on the workload. Published benchmarks from the cloud providers and the FinOps Foundation commonly show 20–50% recoverable for teams that haven’t optimised before; the diagnostic gives you your actual number.
Related services
Often paired with
S/01
New product line platforms
The full platform for a new division: portals, commerce, billing, integrations.
S/02
Data & AI platforms
Data pipelines, labeling workflows and project tooling that feed AI models.
S/03
Performance & legacy modernization
Profile, fix, and incrementally rewrite systems that can’t keep up.