AI and automation by industry, with the numbers each one produced.
Six industries where we have shipped enough to say something specific. Each page carries the workflows, the measured result and the cases behind it.
Pick the one that looks like you
Ecommerce
Creative volume for paid social, plus the invoice, order and returns work behind the storefront.
SaaS
Support deflection, activation workflows and LLM features built into the product with an evaluation suite behind them.
Logistics
Order, dispatch and exception workflows rebuilt as one observable run across your WMS, ERP and email.
Insurance
Claims workbenches and citation-first agents that read the file before the adjuster does.
Real estate
Onboarding packets, licence checks, speed to lead and transaction coordination, handled by the run.
Healthcare
Digital health MVPs, documentation relief and the security work that has to come first.
Common questions
No. These are the six where we have the most shipped work and can point at numbers, which is why they have pages. We have also delivered in fintech, gaming, agencies and Web3, and the pattern matters more than the vertical: scattered context, a written rule, a repeatable decision.
The shape transfers, the specifics do not. A claims workbench and a contract review queue are the same anatomy with different documents, but the rules, the data boundary and the evaluation set are rebuilt for you every time. Nobody gets a configured copy of somebody else's build.
Start with the queue whose hours you can already count. If you can name how many hours a week a task takes, that is the project to run first, because it is the one you will be able to check ninety days later.
Automation pilots start at $4,000 and are usually live in three weeks. Software and AI builds start at $15,000, with most projects between $15,000 and $80,000. AI ad retainers start at $3,500 a month. Every estimate is fixed after the audit week.
Not sure which of these you are?
Most teams are two of them. A thirty-minute scoping call sorts out which queue to start with and what it would cost, and you leave with a rough estimate either way.