For AI teams

Expert workflows for reliable AI data and evaluation.

Shapd AI helps teams define the work, match the right experts, operate the workflow and deliver high-signal outputs with measurable quality controls.

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Services

Specialized support across the AI development cycle

Model Evaluation

Evaluate model responses for correctness, reasoning, relevance, safety and instruction adherence.

Task Authoring

Create original, domain-specific tasks designed to test real model capabilities and failure modes.

Rubric Design

Develop structured, deterministic scoring criteria for consistent and measurable evaluation.

Red Teaming

Identify unsafe behaviour, hidden weaknesses, edge cases and adversarial failure patterns.

Data Annotation and Review

Produce and review high-quality labelled data through controlled, multi-stage workflows.

Benchmark Development

Design challenging evaluation sets that measure progress across models, domains and difficulty levels.

Project types

Supported programs

Evaluation datasets

Human preference review

Safety and red teaming

Domain benchmark creation

Technical task authoring

Data annotation and review

Quality control

A managed process, not a loose marketplace.

Each project is designed around measurable quality standards, reviewer calibration and repeatable delivery practices.

Expert screening and domain matching
Calibration tasks before production
Clear rubrics with anchored examples
Multi-stage review and adjudication
Agreement and consistency monitoring
Traceable feedback and quality reporting

Engagement models

Choose the operating model that fits the work

Shapd AI scopes each program around domain complexity, volume, timeline, review depth and quality requirements. Fixed prices are not published because AI projects vary widely.

Focused Pilot

A defined project to test workflow quality, expert fit and delivery standards.

Managed Project

End-to-end task design, expert coordination, quality assurance and delivery.

Dedicated Expert Team

A flexible group of specialists aligned with your domain, tools and production requirements.

Pilot start

How a pilot starts

Step 1

Define

We translate your objectives into clear task specifications, rubrics and measurable quality standards.

Step 2

Match

We identify professionals with the relevant domain knowledge and practical experience.

Step 3

Execute

Experts complete the work through structured authoring, evaluation and review workflows.

Step 4

Validate

Outputs pass through calibration, quality checks and targeted adjudication before delivery.

Step 5

Improve

Performance insights and recurring failure patterns are used to strengthen each subsequent cycle.

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