a new category of software
Level-up your Decisions.
Filter through the noise and achieve your business goals, with an AI-native strategy & operations platform that helps you move with more clarity, confidence & leverage.
- master context engine
- data-driven guidance
- truly private AI
who it is for
For Serious Builders.
siift is designed for innovators who want data-driven guidance & modern collaboration capabilities to de-risk building a successful businesses.
Early-stage founders & entrepreneurs
Move from a raw business idea to validated demand, with a pragmatic build plan and a systematic way to go to market to accelerate your path to traction, with reliable, dynamic strategy.
Start with your ideaBusiness leaders & intrapreneurs
Compare internal opportunities and build fully auditable evidence to create stakeholder alignment, as well as room for engagement & collaboration by your team.
See how siift creates alignmentAdvisors, coaches & investors
Dig past the surface-level story into granular assumptions, evidence and logic behind the pitch, so you can find where to add value.
Explore collaborative business contextProduct leaders & innovation teams
Connect continuous discovery, product strategy and delivery choices to the customer evidence and business outcomes they are meant to serve.
Build from validated strategywhat you can do with siift
Build a Business like a Professional.
Every business is different, so siift integrates best practices into a versatile AI-native workspace with master context system, data-backed guidance from a living memory system and an execution filtering function to help you achieve your goals.
Find the right opportunity
- founders
- intrapreneurs
- business leaders
Explore customer problems, market gaps, business models and solution directions in parallel. siift's visual idea canvas suggests overlooked possibilities, connects complementary choices and ranks them as evidence arrives—so business ideation becomes a disciplined search for opportunity.
- Map multiple ideas per topic without duplicating entire canvases
- Reveal blind spots and adjacent opportunities worth investigating
- Follow the strongest coherent path as your thinking evolves
Validate before you build
- founders
- venture supporters
- product leaders
Turn a promising idea into explicit assumptions, then test those assumptions with structured market research, customer discovery and measurable experiments. siift scores the evidence behind each claim so you can invest based on signal—not confidence, novelty or AI encouragement.
- Identify the assumptions most likely to break the business
- Compare competing ideas against the same evidence standard
- Choose the next validation experiment before committing capital
Build more strategically
- founders
- product leaders
- innovation teams
Decide what deserves to be built before entering a costly coding or production rabbit hole. siift connects validated customer value to prototypes, MVP scope, technology strategy and business deliverables—helping you choose the lightest build that can produce the next useful signal.
- Translate validated opportunities into staged product requirements
- Expose technical risk, dependencies and likely debt before committing
- Keep product, hardware, service and business deliverables on-strategy
Scope filter: prove onboarding value before automating the full workflow.
De-risk your launch
- founders
- innovation teams
- product leaders
Build a go-to-market plan around an evidence-backed ideal customer, value proposition, offer and channel hypothesis. siift turns launch planning into a learning loop with readiness gaps, measurable experiments and feedback that updates the strategy—not a one-time campaign checklist.
- Connect positioning and launch messaging to validated customer needs
- Test channels and offers before scaling acquisition spend
- Feed conversion, sales and retention evidence back into the plan
Launch readinessOne critical gap remains
Align stakeholders
- founders
- business leaders
- product teams
Give leadership, teams (human and AI) as well as supporters deeper context on the business. siift's master context system connects decisions to their rationale and evidence, while its execution filter surfaces what matters for the role, goal and challenge at hand.
- Replace scattered chats and documents with one living source of truth
- Share a layered strategy map that zooms in on details & connects the dots
- Reduce objections & confusion with better evidence & recommendations
Shared business context is current.Customer validated · positioning approved · growth priority active
Accelerate growth
- founders
- business leaders
- venure supporters
Once the business has traction, faster growth comes from improving the constraint that governs the whole system—not adding more disconnected tactics. siift connects acquisition, activation, retention, delivery and capacity, then helps the team make the best decisions possible and measures the results to figure out the next step.
- Find the bottleneck limiting growth across the customer and operating journey
- Concentrate time and budget on the intervention with the greatest system-wide leverage
- Measure the result, update the evidence and surface the next constraint before growth stalls
current growth constraintActivation to first valueAcquisition is working; value realization is limiting what compounds.
Manage Pivots professionally
- founders
- business leaders
- product teams
When a business stalls or a strategic fork appears, siift diagnoses the issue and weighs the available options against the existing evidence base across all aspects of the business. If the right move is to pivot, it chart the implications on dependencies to minimize any disruption.
- Diagnose whether the bottleneck is fixable before changing course
- Model downstream impact before changing the business strategy
- Support investment decisions with traceable evidence and metrics
inside the platform
A business OS that helps you navigate.
A patent-pending AI harness with proven business-building practices built-in, and designed to keep humans in control of decisions, with data-driven guidance that's fully auditable, collaborative across teams, and highly scalable even as your business thinking evolves.
See the big picture
Visualize your business for better situational awareness and collaboration, with an AI-native strategy table with actions, results and metrics built-in. siift offers the highest-level map of your business, identifying deficiencies and priorities for your team to collaborate and align on.
visual business canvas
All solutions
Five Ways to Focus.
Depending on your business challenge, siift's AI works in five different modes - with specialised tools, data & thinking to help you reach your goals.
Ideate
“Which opportunity is worth pursuing?”
Map possibilities in parallel, surface blind spots and build a coherent business concept in an AI-powered visual canvas.
- business ideation
- opportunity discovery
Validate
“What needs to be true for this to work?”
Turn assumptions into evidence-backed tests and rank what to validate before investing heavily in the idea.
- idea validation
- market research
Build
“What is the right thing to build next?”
Connect validated value to prototypes, MVP scope, technical strategy and other deliverables without building past the evidence.
- MVP planning
- product strategy
Go To Market
“How do we find repeatable customers?”
Align the ideal customer, positioning, offer and channel experiments in a go-to-market system that learns from traction.
- go-to-market planning
- launch strategy
Scale
“What is limiting business growth now?”
Model the business as a connected system, identify its current constraint and run a measurable intervention to unblock progress.
- business growth
- constraint analysis
common questions
How siift supports business building.
Clear answers about the platform, the process and where AI fits into business decision-making.
Why does an strategy & operations platform need to be AI-native?
AI has fundamentally changed how we work, taking over much of the thinking and execution humans used to do. As a result a modern strategy & operations system must be built to connects AIs, context, tools and humans to help derisk business building and decision-making. It must perserve best practices like following KPIs, learning loops, and collaboration from the ground up.
Is siift a business plan or startup idea generator?
siift can help produce business plans, ideas and other deliverables, but it goes beyond the static, disconnected business plan generation category by integrating into operational data on actually execution of the plan, so it can adapt based on real world feedback. It functions more as a living, dynamic business planner than a one-shot output. It's unique capabiltiies as a master context system and execution filter help determine which idea, plan or deliverable is strategically justified, what evidence supports it and when it should change.
How does siift help validate a startup idea?
siift breaks the idea into testable assumptions, researches relevant market and customer evidence, scores the strength of each signal and recommends practical validation experiments. Results update the connected business context so later build and go-to-market decisions use the latest evidence.
Can siift support an existing business or product team?
Yes. Existing businesses can use siift to improve ongoing business, evaluate new opportunities or help them scale. The same evidence-led, systematic business building process applies whether the work begins with a new business idea or an operating business.
How is siift different from a general AI assistant?
General AI assistants usually respond with a simple text-based chat UI, and follow a black-box AI process with limited memory and one-dimensional context plan. Generalist AI's are generally programmed to make the user feel good, in order to keep them engaged and spending - they are not good at filtering what is just an assumption from what is proven, what is a disqualified consideration as a business evolves, and are not built for highly iterative processes that require long, structured memory and deep context reasoning. In contrast siift uses a patent-pending master context engine specifically designed to handle such noisy, iterative processes such as business building with a dynamic, scalable agentic memory system. This combined with the visual map with a proven frameworks that are fully auditable allow it to offer more reliable and efficient guidance - especially as a business grows.
Does siift only work for software startups?
No. siift can support software, hardware, and service-based businesses, whether they are new businesses or new initiatives inside an existing organization. It works for anyone who is trying to innovate, in an AI-native way.
Strategy is the new moat.
AI offers endless opportunities, let's filter what you should actually do.
