Services
Two primary capabilities and one specialist one. Each starts from a written specification, runs to an agreed plan, and ends with output someone has reviewed and signed off.
Primary capabilities
Identifying the processes worth automating and building them properly: model steps wired into your data and APIs, structured output, validation against your rules, and human review where judgement belongs.
Production systems for teams that have to publish: newsroom and editorial workflows, marketing content at channel scale, and AI-assisted video from script through to an approved, versioned cut.
In more detail
Both capabilities share a spine — sources in, a model step, checks, review, delivery. These are the pieces we build most often.
Mapping how the work runs today and where a model genuinely helps — including where it does not.
Replacing repeated manual steps — intake, routing, checks, notifications — with something auditable.
Model steps connected to your systems, with timeouts, retries, cost limits and defined failure behaviour.
Output constrained to a schema and checked against rules before anything downstream accepts it.
Research, drafting, fact-checking and approval as steps in a system rather than as habits.
Concept, script, storyboard, generated assets, assembly and channel versions, with approval gates.
Queues, approvals and escalation paths, with reviewer decisions recorded against the result.
Web applications, internal tools, data pipelines, APIs and Shopify work — the layer everything runs on.
Seeing what ran, what failed and what was corrected, then tightening the rules that needed it.
Specialist capability
A separate, long-standing line of work: speech and language data collected, transcribed, annotated and independently checked against a written specification, delivered in a structure your pipeline can consume. Brazilian Portuguese is the core locale; additional Latin American locales are assessed per project.
Engagement model
Start a project
Send a short brief — the process as it runs today, what breaks, and what a good result looks like. We will reply with questions, a proposed shape for the system and what we would need from you to start.