Building AI
Prepare data, evaluate outputs and gather human feedback around defined development questions. Confirm the intended use, evaluation criteria and specialist requirements before work begins.
Explore support for AI buildersCapabilities
Human expertise.
Applied where it matters.
People give data context, evaluate responses, review exceptions and trace information to its source. ADCO organizes this work for companies building AI and companies using it.
Find the right supportStart with the work.
A useful scope connects the question, the required expertise and the output your team needs. These four families provide a starting point for that conversation.
Data collection & annotation
Give data the context it needs.Authorized collection, preparation and multimodal annotation, shaped around the way your system will use the data.
- Collection & preparation
- Text, image, audio & video
- Taxonomies & labeling
Evaluation & human feedback
Understand how an AI system behaves.Assess responses, compare preferences and test defined tasks with human judgment grounded in clear criteria.
- Response evaluation
- Preference feedback
- Agent task review
Human oversight & AI operations
Put judgment where the workflow needs it.Review outputs, handle exceptions and support escalation within AI-enabled business workflows.
- Operational review
- Exception handling
- Quality & escalation
Research & verification
Bring evidence to the next decision.Check sources, assess relevance and structure information so teams can work from a clearer basis.
- Source checking
- Evidence review
- Structured research
For AI development.
For AI-enabled work.
Using AI
Place human review and escalation within business workflows. Define which outputs need attention, what reviewers can decide and who takes responsibility for exceptions.
Explore support for AI usersTwo ways to work
Choose where responsibility sits.
The capability defines the work. The engagement model defines who directs it and how responsibilities are shared.
ADCO-managed delivery
Managed services
ADCO organizes the team, instructions, coordination and quality review for defined deliverables. Scope, acceptance criteria and responsibilities are agreed before work begins.
Explore managed servicesClient-directed talent
Staff augmentation
Dedicated professionals work within your team’s priorities and workflow. Role requirements, qualifications, access and review responsibilities are confirmed for the engagement.
Explore staff augmentationClear scope. Agreed responsibilities.
Each engagement needs defined instructions, permitted sources, approved tools, appropriate qualifications and an acceptance process. Language, specialist expertise, working locations and availability are confirmed for the work. Human review complements technical safeguards and does not replace regulated professional judgment.
Explore Trust & SecurityTell us what needs human expertise.
Bring us a defined task, a recurring workflow or a role you need to fill. We’ll discuss the capability and engagement model that fit the scope.
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