Invisible's Outcome-Based Business Model

Outcome based pricing is what makes Invisible look less like a staffing firm and more like an operations product with humans inside it. Instead of selling worker time, it sells a completed unit of work, like a batch of annotations or an onboarding flow handled to spec, which lets customers buy a business result while Invisible keeps the upside from automation, workflow design, and labor arbitrage.1 2 3

• In practice, this shifts the buying decision from headcount to throughput. A model lab can buy 1,000 rated outputs, or an enterprise can buy a recurring process, without managing individual workers. That makes spend easier to approve because it maps to a known deliverable, not open ended labor time.1 2
• The economics depend on Invisible controlling the gap between what the client pays per task and what the workforce costs to complete it. In RLHF work, research documents describe Invisible charging roughly $30 to $45 per hour while paying raters about $15 to $20, with software and task splitting used to widen margin over time.2
• This is also a key difference from marketplace models like Upwork or participant networks like Prolific. Upwork mainly monetizes matching and payments around freelancer labor, while Prolific emphasizes transparent participant pay and fast self serve research. Invisible sits in between, taking responsibility for the finished workflow itself.3 4

The next step is deeper packaging by vertical, where Invisible prices not just annotation volume but whole regulated workflows in finance, healthcare, and insurance. If it keeps turning labor into repeatable units with software wrapped around them, pricing will move further toward managed outcomes and away from hourly service work.1 2 4