AI readiness checklist
Questions to answer before funding an AI or automation build.
Read guide →Resources
Build, evaluate, and operate with confidence.
Implementation guidance, technical documentation, solution playbooks, and practical operating resources.
In plain language
What you can access
Resources explain how Mainspring products and engagements are prepared, evaluated, launched, and operated. Product documentation stays with the application; corporate resources help buyers scope audits, pilots, and implementations.
01Merchant activation guidance
02Audit and pilot methods
03Governance and operating practices
Practical resources
Prepare before you build.
Knowledge pilot planning guide
A practical structure for evaluating a private document assistant.
Read guide →Automation opportunity worksheet
Score a workflow before deciding whether to automate it.
Read guide →Commerce measurement guide
Establish a credible baseline for recommendation and merchandising work.
Read guide →What to prepare before implementation
The inputs that make a focused implementation faster and safer.
Read guide →5 resources shown
See the work
Representative scenarios and sample deliverables.
Review the shape of an engagement, the structure of its findings, and the limitations Mainspring states explicitly.