Continuous optimization
Experiment across experiences, AI behavior, and intelligent decision knobs.
Move beyond basic page testing. Compare content, user journeys, prompts, models, recommendations, and scoring logic against measurable outcomes.
Core capabilities
One experimentation layer across the full AI experience.
Experience tests
Compare page layouts, headlines, calls to action, forms, navigation, and personalized journeys.
Prompt tests
Evaluate prompts, retrieval strategies, instructions, tools, and response formats.
Model tests
Compare models on quality, latency, safety, cost, and task completion.
Knob tests
Adjust feature weights, thresholds, ranking logic, and recommendation variables.
Outcome measurement
Track conversion, engagement, completion, quality, compliance, and operational metrics.
Closed-loop learning
Use winning evidence to improve the next data product, page, assistant, or decision model.
Operating flow
Designed as part of one connected platform.
Each stage is governed, observable, and connected to the same data product and feedback loop.
Enterprise outcomes
Translate technology into measurable business value.
Deploy the capability independently or combine it with the full DataKnobs intelligent experience platform.
Make ABExperiment part of your intelligent experience strategy.
Start with one data-rich use case and connect it to a measurable customer, operational, or compliance outcome.