WellSpend — Cloud FinOps. Read-only by design. Humans in command.

The pipeline

Each stage is a pluggable component. We adapt the depth and cadence to the size of the estate and the customer's compliance constraints.

1. Read-only access. A cross-account IAM role scoped to read-only and billing permissions — no write, no delete, no policy changes. Reviewable in minutes; revocable in one.
2. Inventory. Agents enumerate resources across every account and region — compute, storage, databases, networking, idle and orphaned assets — and the tags (or missing tags) that should map them to owners.
3. Cost analysis. Cost Explorer, the Cost and Usage Report, and Compute Optimizer are read to attribute spend, find trends, and locate the concentration of waste.
4. Well-Architected checks. Findings are framed against the AWS Well-Architected pillars — Cost Optimization first, but also Reliability, Security, Performance, Operational Excellence, and Sustainability signals that bear on spend.
5. Findings. Rightsizing of over-provisioned compute; idle and orphaned resources; commitment coverage (Reserved Instances and Savings Plans) versus on-demand burn; storage class and lifecycle tiering; data-transfer hotspots.
6. Prioritisation. Each finding is scored on savings versus effort and risk, so the roadmap leads with the changes that return the most for the least disruption.
7. Roadmap. A prioritized remediation plan — what to change, the expected saving, the risk, and the runbook — handed to your engineers. Humans approve and execute; WellSpend never does.

Why “read-only by design” matters

The fastest way to lose a FinOps engagement is to break production chasing a saving. WellSpend removes that risk at the root: it has no power to change anything, so a recommendation is always a recommendation.

• Minimal blast radius. A read-only role cannot stop, delete, or reconfigure. The worst case is a wrong recommendation — caught at human review, not in production.
• Easy security sign-off. No write permissions means a short, legible access request your security team can approve with confidence.
• Your change management. Changes flow through your existing approval, ticketing, and deployment process — not a vendor's agent acting on your account.
• Auditable reasoning. Every finding shows the data it rests on and the assumptions behind the saving, governed by Responsible AI controls and assured by AI Eval Service.

What it does well — and what it doesn't

WellSpend is honest about its operating envelope.

How it compares to native and SaaS tools

AWS ships strong native signals — Cost Explorer, Compute Optimizer, Trusted Advisor — and the SaaS FinOps platforms add dashboards on top. WellSpend reads all of these as inputs and adds agentic reasoning, cross-account synthesis, and a prioritized roadmap.

WellSpend is for organisations that want:

• Read-only assurance — insight and a roadmap without granting any third party the power to change your environment.
• Cross-account synthesis — one prioritized view across the whole org, not a dashboard per account.
• Data-residency control — analysis can run in customer-controlled regions for DPDP and other regulated workloads.
• Engineer-ready output — a roadmap with runbooks your team executes through its own change management.

Where it fits

WellSpend keeps the cloud that runs everything else honest. It reviews the Infrastructure & Engineering that hosts your Data Platform and AI workloads, is governed by Responsible AI controls, and its recommendations are quality-assured by AI Eval Service. Pair it with a GenAI Readiness Assessment to size the cost of scaling AI on your estate.

Related resources

• GenAI Cost Optimization — A Practical Guide
• LLMOps in Production — The Operating Guide
• Data Lakehouse Architecture — India Guide