Define the work.
Make it repeatable.
Every program starts with a concrete task, a reviewed sample, and an agreed definition of complete. The process stays visible from the first brief to delivery.
From brief
to delivery.
A shared process for collection, annotation, evaluation, and human operations.
Define the task
Agree the objective, instructions, output format, and acceptance criteria. Identify the people, access, and review depth the work needs.
Written scope & acceptance criteria
Review a working sample
Run a small batch through the workflow. Inspect the result together and refine the instructions before approving production.
Pilot sample & calibrated instructions
Check the evidence
Apply the agreed checks, route uncertain cases for review, and document corrections. Keep exceptions connected to their evidence.
Review outcomes & documented exceptions
Deliver with context
Receive the work in your agreed format, with supporting records. Use what the pilot teaches us to plan the next batch or recurring capacity.
Structured delivery & supporting records
Start with a pilot.
A fixed-scope pilot tests the instructions, output format, and review process on a small batch. You review the sample before approving a larger production run.
For ongoing work, agree monthly capacity, review depth, and delivery cadence. Changes to the task are scoped together before they enter production.
Explore engagement optionsA useful handoff.
Delivery follows your agreed schema, with the context needed to use the work: task instructions, relevant metadata, review outcomes, and documented exceptions. Unresolved cases remain visible.
For remote assistance, the scope also defines supported workflows, operator coverage, escalation procedures, and the intervention records you receive.
Evidence behind the process.
Project Vista documents our benchmark-review work: independent judgments, adjudication, and an inspectable record of corrections. Published results retain their project context and sources.
Read Project VistaBring the task. We’ll work through the specification with you.
Start a project