Work, with its boundaries visible
Inspect how the work is structured.
These pages show how recurring work can be mapped around approved sources, explicit agent jobs, named handoffs, and decisions that remain with people.
Mechanism-led evidence · no implied customer result · human approval retained
Inspectable examples
Products, models, and use cases—without invented outcomes.
Each page identifies the evidence status, what the system prepares, and which decisions require human judgment.
REC Content Studio
A research-guided solo video interview studio built and operated by Aran Labs LLC.
see the product relationship → workflow modelCasting research system
Trace the source, owner, handoff, and approval path from a brief to a reviewed recommendation.
inspect the model → use caseCasting
See where research and preparation can support a casting director without taking over selection or relationships.
review the boundaries → workflow patternResearch enrichment
Turn approved sources into structured records while retaining provenance, missing evidence, and a named reviewer.
follow the record path →Evidence status: REC is a live Aran Labs product. The other pages are inspectable workflow models and use-case descriptions; they do not claim a customer deployment, measured result, or endorsement.