Workflow before model
Begin with the user’s job, context, constraints, and decision points—not a technology looking for a use case.
Independent software company · Canada
SiteBlanket designs and operates AI-native products built around real workflows—for people with something specific to accomplish.
01 / Position
We build software where intelligence understands context, guides decisions, automates steps, and improves the experience.
The model matters. The workflow matters more.
02 / Portfolio
One product operating today. A disciplined portfolio developing around adjacent consumer and business workflows.
CELPIP preparation software with AI-supported practice, evaluation, progress tracking, and targeted improvement.
Visit product ↗02Focused applications for individual workflows where structure, context, and timely feedback materially improve the experience.
Start a conversation ↗03Operational software for teams that need structured intake, workflow automation, customer-facing portals, and clearer visibility.
Start a conversation ↗03 / Method
Every product begins with a specific outcome and the real sequence of decisions required to reach it.
Begin with the user’s job, context, constraints, and decision points—not a technology looking for a use case.
Apply evaluation, retrieval, generation, comparison, and automation deliberately inside the workflow.
Translate system intelligence into decisions, next steps, and product states people can act on.
Build shared foundations for onboarding, data, analytics, billing, evaluation, and support.
04 / Company
SiteBlanket Software Inc. is an independent software company developing AI-native products for consumer and business workflows.
We began with HelloCelpip, a focused product in exam preparation. Future products follow the same operating discipline: understand the workflow, design the system, and use AI where it creates a meaningfully better experience.
Operate and improve the first product.
Evaluate adjacent high-intent workflows.
Develop useful operational software.