evaluating-new-technology

To evaluate emerging technology, use a structured assessment framework for tech maturity, vendor viability, and architectural fit to guide technology decisions and mitigate risk factors.

The best way to decide build vs buy is using a structured framework that balances time-to-value against long-term flexibility, updating priors and avoiding tool bias to align with engineering goals.

To select AI vendors, apply an evaluation framework checking technology maturity, architectural fit, and modularity, ensuring the vendor selection aligns with product, engineering, and growth team goals.

Yes, you can assess technology maturity and risk factors without tool bias by following a doctrine of updating priors, clarifying the core problem, and applying structured decision criteria.

You should avoid third-party vendor solutions when in-house development offers better long-term flexibility, modularity, and architectural fit, or when vendor viability assessments reveal significant risk factors.

Key factors in vendor evaluation include technology maturity, architectural fit, modularity, and long-term flexibility, ensuring the decision criteria align with product, engineering, and growth team requirements.