Baselines, architectures & measured results
A useful case study lets a buyer inspect the problem, baseline, architecture, controls and measurement, not only the headline result. Work is published here only when the underlying evidence and the required client permissions exist.
Selected work
Filter by the kind of problem rather than the industry. Only the first card is a full case study; the others are project snapshots that state the sector, problem and capability without results.
New motor claim received — 14 pages, 3 photos.
Triaged. Policy matched, cover confirmed, severity low. Routed to fast-track with 6 fields flagged for review.
Document intelligence, retrieval, rules and human review applied to the first-pass claims workflow, with the baseline, evaluation data and controls described.
Snapshot: an AI automation product taken from concept to a running platform, covering an LLM workflow engine, a conversational interface, tenant isolation and the cloud foundations to run it.
Snapshot: a mobile-first lending journey covering identity verification, bureau checks, affordability scoring and disbursement in one auditable flow.
Snapshot: engineering support for a large telecom group, covering enterprise digital experiences and internal workflow tooling.
Snapshot: accounts payable rebuilt around layout-aware extraction and three-way matching, with a review queue that surfaces only genuine variances.
Snapshot: a legacy warehouse and scheduled exports replaced by orchestrated pipelines, tested transforms, data contracts and a feature store for AI workloads.
Family law,
handled with care.
Snapshot: a modern, responsive website for a family-law firm, designed to earn trust at a sensitive moment and make the first consultation easy to book.
Snapshot: hierarchical forecasting across stores and channels, with promotion effects modelled and replenishment suggestions written back into the planning system.
Snapshot: a Los Angeles internet talk-radio website that streams live and on-demand shows, publishes the daily schedule, lists shows and hosts, and lets new hosts apply.
Expert consultation
Talk to an expert about what a comparable project would involve.
Expert consultation
A percentage on its own proves little. Each figure in an Aviox case study is tied to a measurement taken before the build, using the same definition, on the same process. Where a client cannot publish a figure, or where verification is incomplete, we say so rather than inventing a prettier one.
Questions
Asked most often by buyers reading the evidence.
Each figure is traced to a source such as a dataset, analytics export or product telemetry, with its numerator, denominator, measurement period and statistic recorded. Results are published only once the client has confirmed them, and unverified figures are left out or clearly caveated.
Some clients do not permit public attribution. A study can then describe the work with an approved anonymization, and says plainly that the client is not named rather than implying a confidentiality arrangement that does not exist.
No. One card is a full case study. The others are project snapshots, labelled as such, which state the sector, the problem and the capability involved without performance results.
No. A case study is evidence of a method applied to one baseline, one dataset and one set of rules. Another organization should expect to measure its own baseline rather than reuse these numbers.
Use the industry filter above the cards. Cards also link to the matching industry page.
Yes. Take an expert consultation or request a quote and describe the workflow.
Yes, when the evidence and the required client permissions exist. Until then, other work appears as clearly labelled project snapshots.
Start a conversation
Tell us the process and what you measure today. We will propose a baseline, the evidence we would collect and how results would be reported.
