Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
How Much Does It Cost to Build a Supply Chain Visibility App?
Building a supply chain visibility platform is a high-stakes investment with a wide cost range. This guide breaks down real pricing for multi-carrier tracking, predictive ETAs, supplier risk scoring, and IoT data pipelines so you can budget with confidence.
Cost & planning · Apr 8, 2026 · 14 min read
How Much Does It Cost to Build an AI-Native Service Company?
AI-native service companies like Pilot and WithCover sell completed work, not software subscriptions. Building one requires multi-agent orchestration, domain-specific fine-tuning, human-in-the-loop systems, and per-outcome pricing infrastructure. Here is what it actually costs.
Cost & planning · Apr 6, 2026 · 14 min read
How Much Does It Cost to Build an AI Upskilling Platform in 2026?
Building an AI upskilling platform costs between $150K and $450K+ depending on adaptive learning engines, sandbox environments, and enterprise integrations. Here is what actually drives those numbers and where to spend wisely.
Cost & planning · Apr 6, 2026 · 13 min read
How Much Does Staff Augmentation Cost vs a Dev Agency in 2026?
Staff augmentation runs $50 to $120 per hour. A full-service dev agency charges $150 to $300 per hour. But the hourly rate is the least important number in the equation. Here is what actually determines total cost.
Cost & planning · Apr 6, 2026 · 14 min read
How Much Does It Cost to Build a Deepfake Detection Platform?
Building a deepfake detection platform means stitching together multimodal AI models, real-time inference pipelines, and compliance tooling that most teams underestimate. Here is what it actually costs across every layer of the stack.
Cost & planning · Apr 5, 2026 · 13 min read
How Much Does It Cost to Build a Subscription Consumer App?
Subscription apps generated $167B in 2025, but building one that converts and retains subscribers requires specific infrastructure most founders underestimate. Here's what it actually costs.
Cost & planning · Apr 5, 2026 · 13 min read
How Much Does It Cost to Build a Social Commerce App in 2026?
Social commerce apps range from $70K for a focused MVP to $600K+ for a TikTok Shop competitor. Here is what drives the cost and where to spend wisely.
Cost & planning · Apr 3, 2026 · 14 min read
How Much Does It Cost to Build a Micro-Mobility App in 2026?
Building a micro-mobility app like Lime or Bird costs between $150K and $600K+, depending on fleet size, IoT hardware, and regulatory scope. Here is what drives those numbers.
Cost & planning · Apr 3, 2026 · 14 min read
How Much Does an AI Coworker Platform Cost to Build in 2026?
AI coworkers are not copilots with a rebrand. They delegate, remember, collaborate across teams, and run approval workflows autonomously. Here is what it actually costs to build one from scratch.
Cost & planning · Apr 3, 2026 · 14 min read
How Much Does a PropTech Investment Platform Cost to Build?
A PropTech investment platform like Fundrise or CrowdStreet can cost anywhere from $150K for a Reg CF MVP to $750K+ for a full REIT management system with secondary market liquidity. The difference comes down to compliance complexity, waterfall logic, and how much of the capital stack you automate.
Cost & planning · Apr 3, 2026 · 14 min read
How Much Does Digital Therapeutics App Development Cost 2026?
Digital therapeutics app development costs range from $150,000 for a research prototype to over $2 million for a fully FDA-cleared prescription DTx product. This guide covers what actually drives those numbers, from 510(k) submissions to therapeutic protocol engines to EHR integration.
Cost & planning · Apr 3, 2026 · 14 min read
How Much Does an Insurance Comparison App Cost to Build in 2026?
Insurance comparison apps like Insurify are reshaping how people shop for coverage. Here is what it actually costs to build one, from a lean MVP to a full-scale platform.
Cost & planning · Apr 1, 2026 · 14 min read