Discovery-to-Ship Suite
AI Product Experiment Design Lab
“Design the test — including the kill criteria — before you ship the bet.”
“Design the test — including how you kill it.”
“Don't boil the ocean. Build AI Product Experiment Design Lab first — Design and launch one experiment with pre-committed kill criteria and read a clear ship/kill decision within the first c…”
How it works
- 1
Signals in
CRM · events · docs
- 2
AI layer
Score · draft · route
- 3
Your win
Increase product learning velocity from experiments
In the box
Hypothesis and metric definition templates
Sample size and duration estimates
Kill and success criteria baked in
Staged rollout and A/B design briefs
Experiment registry linked to results
Plugs into
First win
Prove it in 1–2 weeks
Design and launch one experiment with pre-committed kill criteria and read a clear ship/kill decision within the first cycle.
Built around your needs
We custom-build AI Product Experiment Design Lab for your workflows, data, and stack — then ship working software your team can run in production.
FAQ
AI Product Experiment Design Lab questions
What is AI Product Experiment Design Lab?+
AI Product Experiment Design Lab is custom software we build around your workflows to help you increase product learning velocity from experiments. An experiment design app that specifies A/B or staged rollouts with metrics, sample size, and kill criteria so learning is intentional — and cheap to stop. Every build is shaped by your data, stack, and how your team actually works.
How does AI Product Experiment Design Lab help you increase product learning velocity from experiments?+
We design AI Product Experiment Design Lab for your environment so you can increase product learning velocity from experiments as a measurable system — wired to your signals, owned by your team, and ready for real users in production.
How is AI Product Experiment Design Lab built for our business?+
8Dime custom-builds AI Product Experiment Design Lab to your requirements: your integrations, rules, and success metrics. You get working software tailored to your needs, shipped into your stack so your team can run it day one.
Who is AI Product Experiment Design Lab for?+
Founders, operators, and product or GTM teams that want custom software that helps you increase product learning velocity from experiments — fitted to how their team already works.
How quickly can we get AI Product Experiment Design Lab live?+
Design and launch one experiment with pre-committed kill criteria and read a clear ship/kill decision within the first cycle.
What does AI Product Experiment Design Lab connect to?+
Works with LaunchDarkly/Optimizely/Statsig or your in-house flags; logs results to warehouse/Notion.
Also in this suite
- AI Customer Research Insight Synthesizer
- AI Product Opportunity Sizing & Prioritization
- AI PRD & Product Spec Drafting Assistant
- AI Working Software Prototype Slice Studio
- AI Product Roadmap Narrative & Alignment
Build AI Product Experiment Design Lab
Custom-built for your stack and success metrics — shipped as software your team can run.