AI ASSESSMENT

An AI assessment for a clear path to production

Deployed Labs assesses where AI can improve a business workflow and what it will take to move that use case into production. The assessment defines the technical scope, requirements, and path to implementation.

WHAT'S INCLUDED

What this includes

The assessment answers four questions before a team commits engineering time and budget.

Which workflows offer the strongest business case for AI?
What data and systems does the workflow depend on?
Which model approach fits the performance and cost requirements?
What controls need to be in place before deployment?

For agentic systems

For agentic systems, we also define which tools the system can access, where human approval is required, and how its actions will be reviewed.

INPUTS

Inputs we request

Top workflows and pain points
Systems the workflow currently uses
Available data and access limitations
Business owners and expected outcomes
Security requirements and existing review process
OUTPUTS

Outputs you receive

Assessment report

A ranked view of the workflows assessed, with a recommended starting point and the reasons behind it.

Target architecture

A technical design showing how the proposed system connects to existing data and applications, including any tools the AI needs to access.

Evaluation plan

A testing approach that defines how performance will be measured before launch and checked as the system changes.

Delivery roadmap

A sequence for moving from assessment into implementation, with the work required at each stage and the resources needed to complete it.

Agentic assessment add-on

An agentic assessment is designed for workflows where an AI system needs to complete multiple steps or take actions through other tools. We define what the agent can do on its own, when a person needs to step in, and how its performance will be evaluated.

Typical timeline

Most assessments take two workweeks, depending on data access and stakeholder availability.

GET STARTED

Find the right starting point for your AI project

Tell us which workflow you are considering for AI and what work has already been done. Deployed Labs will propose an assessment scope based on the project’s current stage.

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