Intelligent business canvas
Organize customers, problems, solutions, channels, value, and economics in a connected business model so gaps, dependencies, and contradictions are easier to identify.
siift
siift is an agentic AI operating system for founders, builders, and teams developing a business. It connects idea exploration, assumption mapping, evidence-based validation, prioritization, and human-reviewed workflow automation in one structured workspace.
Business-building AI operating system
siift is an agentic AI operating system for building businesses. It combines a structured business canvas, evidence tracking, strategic guidance, and workflow automation to help users move from idea exploration to validation, product planning, launch, and growth.
The platform is designed to reduce the gap between plausible AI-generated advice and evidence-based business decisions. It keeps assumptions distinct from validated signals, focuses attention on the uncertainties most likely to affect the business, and updates the working context as new research and feedback arrive. siift is positioned for founders, builders, and teams that need a connected way to compare ideas, test demand, prioritize work, and coordinate decisions.
Core capabilities
Parallel idea exploration
Keep multiple audiences, problems, offers, and business-model directions in one workspace rather than overwriting ideas or creating separate canvases.
Evidence-weighted validation
Separate assumptions, observations, and verified signals, then rank uncertainty by business impact and score the strength of supporting evidence.
Practical experiments
Turn open-ended research into focused interviews, competitor research, landing-page tests, and other experiments with a defined learning objective or decision.
Structured memory
Carry research, customer quotes, results, and validated feedback into the evolving business context so later guidance reflects the latest evidence.
Guidance and workflow automation
Provide step-by-step recommendations and transparent, human-in-the-loop actions across more than 80 applications, with shareable workspaces and views for collaborators.
Practical use cases
Explore and compare business ideas
Compare customer, problem, solution, channel, and revenue possibilities in one canvas. The platform keeps alternatives connected while evidence and coherence shape which combinations deserve further attention.
Validate a startup idea
Before investing heavily in development, map the assumptions behind a concept, identify the riskiest ones, and run targeted interviews, research, or market tests to assess urgency, willingness to pay, and reachability.
Plan a pre-MVP or MVP build
Use structured context and evidence to choose a narrower useful solution, reduce avoidable product risk, and prioritize work that is most likely to affect the business decision.
Diagnose a stalled startup
When a startup is stalled or traction is weaker than expected, revisit the evidence behind its positioning, target segment, or acquisition channel and identify the assumption that needs retesting.
Align a team around execution
Share business views with teammates, advisors, or stakeholders and use guided, human-reviewed actions to coordinate research and operational work as the business develops.
Pros and Cons
Pros
- Connects ideas, assumptions, evidence, experiments, and strategy in a shared business context.
- Supports parallel comparison of business possibilities instead of forcing an early single choice.
- Provides evidence-weighted confidence scores and prioritizes high-impact uncertainties.
- Can be used before an MVP and during later stages such as building, launching, and scaling.
- Offers a free product tier, shareable workspaces, and human-in-the-loop automation options.
Cons
- Credit consumption varies by task effort, and unused monthly credits do not roll over.
- The product does not cover HR, legal, compliance, or finance.
- Specific integrations and application capabilities beyond the stated support for more than 80 applications are not detailed in the available source material.
FAQ
How does siift help validate a business idea?
siift maps the assumptions behind an idea, identifies those with the greatest business impact, recommends focused validation steps, turns evidence into structured confidence scores, and connects the evidence back to the business strategy.
Can siift be used before an MVP?
Yes. It is intended for use before a full product build, including testing the problem, customer, value proposition, pricing assumptions, and routes to market.
Does siift replace customer interviews?
No. Customer conversations, sales attempts, and observed behavior remain important validation sources. siift helps users decide whom to speak with, what to test, and how to interpret the results.
Which business areas does siift not cover?
siift does not cover HR, legal, compliance, or finance, which the company excludes because of regulatory risks.
How does credit usage work?
Users receive free credits on signup, and usage consumes credits based on the proportional effort of an agent turn. Unused credits do not roll over to the next month.
Quick Facts
- Category
- AI business strategy and productivity
- Primary users
- Founders, business builders, product leaders, and teams
- Core workflow
- Ideate, map assumptions, validate evidence, prioritize, build, launch, and grow
- Platform model
- Agentic AI operating system with structured business memory
- Free access
- Free plan with 50 credits per user per month and unlimited projects
- Automation scope
- Human-in-the-loop actions across more than 80 applications
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