siift

Overview

siift is an AI-native strategy and operations platform designed to help founders and intrapreneurs build businesses with clarity. It functions as an executive filter and intelligent business canvas that maps ideas, validates assumptions with evidence, and guides go-to-market strategies. By acting as a living system rather than a static plan generator, it provides data-grounded guidance to de-risk decision-making across all growth phases.

What it does

• Visualizes business strategies into an intelligent canvas that maps ideas, actions, and results.
• Automates research to test assumptions and validate ideas using an AI-scored Truth Hierarchy.
• Maintains a persistent Master Context Engine that retains company history and strategic rationale.
• Guides builders through five structured phases: Ideate, Validate, Build, Go-To-Market, and Scale.
• Protects proprietary business data with a strict, non-disclosing, privacy-first AI architecture.

Who it's for

• Founders & Entrepreneurs
• Business Leaders
• Innovation Teams
• Advisors & Investors

Why it works

• Acts as an executive filter that prioritizes evidence and objective signals over unverified confidence.
• Replaces fragmented prompt threads with a visual, always-current map of the business.
• Features a patent-pending Truth Hierarchy that separates proven facts from unproven assumptions.
• Maintains shared context across teams and investors to align stakeholders on validated strategies.
• Ensures intellectual property is never farmed, sold, or used to train outside AI models.

Founder story

Samim Safaei, a 5-time tech founder, left his job in 2025 to build siift in Vancouver. Recognizing that AI made execution cheap but often led to rushed, poor decisions, he created siift to sharpen human focus. His goal was to build a private executive filter that relies on evidence-backed strategy rather than just AI-generated speed.

Alternatives

• ChatGPT
• Claude
• Notion
• Lean Canvas

Comparison overview

• siift differentiates itself from general AI chatbots by acting as a persistent master context system that retains company history and strategy. Unlike traditional static business plan generators, it provides an active, living business canvas that verifies assumptions through an AI-scored Truth Hierarchy.