# siift 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. - Findings24: - Site: - Preços: Freemium - Categorias: Gerador de planos de negócios com IA, Assistente de pesquisa com IA ## O que é siift? 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. ## O que siift pode fazer? ### Intelligent business canvas Map customers, problems, solutions, revenue, positioning, channels, metrics, and other business context in a connected visual workspace. ### Risk-first assumption mapping Surface and rank assumptions by their potential impact so users can investigate the questions most likely to change a build, change, or stop decision. ### Evidence-weighted validation Separate assumptions, observations, and verified signals, then assign confidence based on the strength of the available evidence. ### Practical experiment guidance Turn uncertainty into focused actions such as customer interviews, competitor research, landing-page tests, and price-sensitivity tests with defined learning objectives. ### Persistent business memory Keep research, customer feedback, and experiment results connected to the assumptions they support so later recommendations reflect updated context. ### Execution and automation workflows 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. ## Casos de uso ### Explore and shape a business idea Use the visual canvas to turn an initial concept into a structured view of its market, audience, problem, solution, positioning, and operating assumptions. ### Validate a startup before building Identify the riskiest assumptions, gather customer and market evidence, and select the next interview, research task, or test most likely to improve the decision. ### Develop a product or service Use verified opportunities, solution feedback, and connected business context to reduce distraction and keep product or service development tied to market signals. ### Plan go-to-market work Create practical sales and marketing actions, examine audience and channel assumptions, and organize execution through recommendations, playbooks, and timelines. ### Find and address growth constraints For an operating business, use the accumulated business context to surface current constraints and investigate targeted ways to unblock growth. ## Perguntas frequentes ### What does siift help with? 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. ### How does siift validate an idea? 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. ### How are credits used? 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. ### Is there a free option? 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. ### What business areas does siift not cover? The site states that siift does not help with HR, legal, compliance, or finance because of regulatory risks. ## Informações rápidas - **Product type**: Agentic AI operating system for building businesses - **Primary users**: Founders, independent builders, and business teams - **Core workflow**: Ideate, validate, build, go to market, and scale - **Planning interface**: Intelligent business canvas - **Validation method**: Evidence-weighted confidence and prioritized experiments - **Access model**: Free tier, paid individual plans, and enterprise option