siift: AI-Powered Strategy Platform for Business Builders
Structured guidance from ideation to scaling with privacy-first AI tools
1End-to-end venture scaffolding
siift provides AI-powered tools covering all stages from initial ideation to growth scaling, specifically designed for solo entrepreneurs and innovation teams. Its structured approach helps users validate ideas before major investments and track multiple hypotheses simultaneously. The platform emphasizes evidence, context, and privacy as core principles, distinguishing it from generic business planning tools.
2Visual business modeling
The platform features a graphical workspace mapping business models across standard components like audience, problem, solution, and economics. Unlike traditional canvases, it preserves multiple alternatives within the same structure, avoiding premature commitment to single options. The master context engine maintains connections between strategy, supporting evidence, and decisions throughout the venture lifecycle.
3Validation through assumption testing
siift breaks ideas into testable assumptions, scoring and ranking competing strategic paths through an executive filter. This evidence-based approach identifies the most validated route while flagging key risk areas. The system enables data-driven decision making by maintaining clear links between actions, evidence, and business outcomes across all planning stages.
4Phase-aligned workflows
The platform supports five distinct problem-solving modes: ideate, validate, build, go-to-market, and scale. Each mode provides tailored toolsets and priorities matching the business's current lifecycle stage. This structured progression helps teams maintain focus on immediate objectives while preserving strategic context from previous phases.
5AI-native operations
siift integrates continuous feedback loops, business metrics visualization, and action-to-result tracking. Shared workspaces facilitate collaboration among teams, advisors, and stakeholders. The platform combines strategic planning with operational execution, providing a unified view of business development activities and their measurable impacts.
6Tiered privacy protections
Enterprise customers receive contract-backed data guarantees, private servers, and zero-data-retention policies. Consumer and SMB tiers allow model improvement through opt-in data sharing, with public opt-out options. Intellectual property protection and secure input handling are fundamental design principles across all pricing tiers.
7Usage-based pricing model
The platform offers multiple tiers differentiated by capacity, support levels, and AI credit allowances. Pricing follows transparent usage metrics where credit consumption varies by task complexity. Annual billing provides significant savings, though unused credits don't roll over between months. All paid plans retain full functionality regardless of tier.
8Target user profiles
Early founders benefit from structured validation before major investments. Product teams use it for MVP planning and aligning customer value with product scope. Intrapreneurs leverage its comparison tools for internal initiatives. Advisors utilize shareable workspaces to evaluate business logic transparently. The platform explicitly excludes regulated areas like legal or financial advisory services.
Original article: Dynamic Business — siift: AI-Powered Strategy Platform for Business Builders