CloudTithe

A solo infrastructure engineer may manage deployment, security and cost review while provider bills expose accounts, services and tags rather than customer or feature economics. The supplied research confirms three billing interfaces, a low-cost direct product for smaller users and a market report arguing that native tools plus open cost tooling provide much of the value below large spend levels. The remaining opportunity is not raw aggregation; it is a transparent, correctable allocation model and a weekly explanation for teams that cannot justify enterprise platforms.

CloudTithe would preserve organization, provider, billing account, invoice period, source charge, source currency, service, resource, tag, usage interval, customer mapping assertion, feature mapping assertion, allocation rule, rule version, allocation basis, allocated amount, unallocated amount, confidence, anomaly candidate, comparison period, narrative draft, engineer finding, finance approval, correction, export and destination readback as distinct records. Shared costs and missing tags remain visible rather than being forced into precise customer margins.

Cost per customer and cost per feature are management allocations, not source facts. They depend on approved rules and may differ from accounting treatment, contractual billing and economic causation. An anomaly is a review candidate, not waste. A weekly narrative can explain movements but cannot prove why they happened, that a customer is unprofitable or that an optimization saved money. Finance retains classification and reporting authority.

The pilot should connect one provider account read-only, cover one billing period and use a small approved allocation rule set. It must exclude provider writes and automated resource changes. The likely buyer is a solo infrastructure or platform engineer at a startup or small software company, with a controller or founder as finance owner; spend range, provider mix, tagging quality, budget and willingness to pay for allocation beyond existing tools remain open.

A solo infrastructure or platform engineer at a smaller software company, with a controller or founder owning allocation and finance interpretation.