DNAi Real Estate Professional Certification

Move past one agent's clever automation to a function-wide AI deployment, mapping which team workflows to standardize, where retrieval and agents fit, and how to sequence the rollout across a brokerage.

• Reading the Function, Not the Workflow
• Choosing Your Primitives: Rules, Retrieval, and Agents
• Sequencing the Rollout Across Teams

Stand up shared, governed retrieval so an entire team answers from the same trusted brokerage knowledge, with the data hygiene, access controls, and evaluation that keep grounded answers accurate as the corpus grows.

• Building the Shared Knowledge Corpus
• Permissioning, Confidentiality, and Access Control
• Evaluating Retrieval Accuracy Over Time

Take orchestration from a single clever automation to multi-step agents running across an entire transaction or marketing function, with the scoping, human-in-the-loop checkpoints, and failure handling that keep them safe at scale.

• Scoping Agent Autonomy by Stakes and Reversibility
• Human-in-the-Loop Checkpoints at Scale
• Designing for Failure: Monitoring and Fallbacks

Govern a function-wide deployment with metrics that pair efficiency against relationship and quality signals, an audit trail that survives scrutiny, and compliance controls for Fair Housing, disclosure, and data privacy at team scale.

• Metrics That Don't Lie to You
• Audit Trails and Accountability
• Fair Housing, Disclosure, and Privacy at Scale

Make the deployment stick: lead the change so agents adopt rather than sabotage, build the roles and training that sustain it, and run the function as a maturing system with ROI, iteration, and continuous improvement.

• Leading the Change, Not Just Shipping the Tool
• Roles, Training, and Sustaining Operations
• ROI, Iteration, and Continuous Improvement