Intelligent business canvas
Map customers, problems, solutions, revenue, positioning, channels, metrics, and other business context in a connected visual workspace.
siift is an agentic AI operating system for researching ideas, validating opportunities, and guiding business decisions from early concept through growth. It helps founders and teams organize business context, evaluate evidence, and identify practical next steps.
siift is an agentic AI operating system for building businesses. It brings business ideas, assumptions, research, evidence, actions, and results into an intelligent business canvas rather than leaving them across disconnected chats and documents.
The platform supports work across the business-building lifecycle: ideating, validating opportunities, building products or services, going to market, and scaling. It helps users map a business, identify the assumptions most likely to affect the outcome, assess the strength of supporting evidence, and choose practical next experiments or actions.
siift also maintains a persistent business context that incorporates new feedback and research into later guidance. Its workflows include strategic recommendations, playbooks, timelines, and transparent human-in-the-loop automations. The product is aimed at founders, independent builders, and teams seeking a more structured decision process for uncertain business problems.
Map customers, problems, solutions, revenue, positioning, channels, metrics, and other business context in a connected visual workspace.
Surface and rank assumptions by their potential impact so users can investigate the questions most likely to change a build, change, or stop decision.
Separate assumptions, observations, and verified signals, then assign confidence based on the strength of the available evidence.
Turn uncertainty into focused actions such as customer interviews, competitor research, landing-page tests, and price-sensitivity tests with defined learning objectives.
Keep research, customer feedback, and experiment results connected to the assumptions they support so later recommendations reflect updated context.
Provide prioritized suggestions, playbooks, timelines, and human-in-the-loop actions across a broad set of applications; the site describes support for more than 80 applications.
Use the visual canvas to turn an initial concept into a structured view of its market, audience, problem, solution, positioning, and operating assumptions.
Identify the riskiest assumptions, gather customer and market evidence, and select the next interview, research task, or test most likely to improve the decision.
Use verified opportunities, solution feedback, and connected business context to reduce distraction and keep product or service development tied to market signals.
Create practical sales and marketing actions, examine audience and channel assumptions, and organize execution through recommendations, playbooks, and timelines.
For an operating business, use the accumulated business context to surface current constraints and investigate targeted ways to unblock growth.
siift supports business work from idea exploration and strategy validation through product or service development, launch, and scaling. It can help with brainstorming, research, pressure-testing assumptions, customer discovery, and growth planning.
It maps the business and its dependencies, identifies high-impact assumptions, and connects them to evidence from activities such as customer interviews, competitor research, landing-page tests, and other practical experiments. Confidence is updated as new signals are added.
Users receive credits that are consumed according to platform usage. The site says each agent turn costs at least 1 credit and up to 20 credits, depending on inference and tool-call effort; a turn may include multiple requests.
Yes. siift offers a free tier with monthly usage credits and unlimited projects. Paid plans provide larger credit allowances and additional support, while an enterprise plan is available for organizations.
The site states that siift does not help with HR, legal, compliance, or finance because of regulatory risks.
Os dados de tráfego são apenas para referência.