How it works

From scope
to reporting.

For managed delivery, ADCO turns a defined workflow into trained, calibrated production with quality assurance and clear reporting. Staff augmentation is available when your team retains daily direction.

Design a pilot
A professional reviewer studying AI evaluation outputs
Human attention, deliberately placedADCO · Cognitive Outsourcing
01Scope
02Train
03Calibrate
04Operate
05Quality assurance
06Report
01
Scoping

Scope

We map the workflow, input quality, output format, tools, decision points, security boundaries, and acceptance criteria.

Workflow map Acceptance criteria Pilot definition
02
Training

Train

Reviewers learn the client context, instructions, examples, tools, security requirements, and escalation path before they touch production work.

Project training Worked examples Access readiness
03
Calibration

Calibrate

A controlled sample tests the rubric, examples, reviewer understanding, disagreement handling, and quality process.

Training set Calibration results Revised instructions
04
Operations

Operate

Trained reviewers execute through approved tools while management tracks throughput, exceptions, and review status.

Managed delivery Exception log Progress reporting
05
QA

Quality assurance

Sample review, targeted checks, correction, and escalation keep work aligned to the agreed standard before release.

QA review Corrections Quality summary
06
Reporting

Report

Clients receive a clear account of completed volume, turnaround, quality findings, exceptions, and the improvements recommended for the next cycle.

Delivery report Result metrics Improvement plan

Managed-delivery pilot

A pilot built to answer real operating questions.

Can the work be defined? Can reviewers reach consistent decisions? Can quality be checked? Can exceptions be handled? Can the client see what is happening?

  • Bounded sample and timeline
  • Explicit evaluation criteria
  • Calibration before production
  • Review notes and final summary
PILOT BLUEPRINT / 01CONTROL BEFORE VOLUME
Input sample
Calibration
Review logic
Ready workflow

Quality system

Review is part of
the workflow.

ADCO does not treat quality as a final inspection alone. Instructions, calibration, supervision, exception handling, and feedback all shape the result.

QUALITY PIPELINECONTROLLED DELIVERY
WorkflowEvaluation / 01
Review stateCalibrated
01Client standard Defined
02Team calibration Aligned
03Managed production Active
04Quality review Checked
05Delivery report Visible
EXCEPTION LOGNew edge cases route back into training and review.
01

Accuracy before volume

Throughput matters only when the work meets the defined standard.

02

Human accountability

People remain responsible for review, verification, and escalation.

03

Feedback becomes training

Corrections and edge cases improve the next round of work.

Start with a clear need

Scope. Train. Calibrate.
Operate. QA. Report.

A controlled pilot creates measurable evidence before the production workflow expands.

Discuss your needs