The AI coding revolution is scaling software output exponentially. Scopeslab is the only ISO-compliant AI platform purpose-built to meet the estimation demands of a $500B+ industry — before anyone else gets there.
A massive, underserved market with no credible incumbent solution — until now.
The world spends over half a trillion dollars on software development annually — and most of it begins with a scoping process that is fundamentally broken.
The Standish Group Chaos Report consistently shows 70% of software projects fail or significantly exceed budget due to poor scope definition and inaccurate initial estimates.
Over 50 million independent developers worldwide rely on gut feel or basic spreadsheets. No professional, standard-backed estimation tool existed for this segment.
Scope disputes cost enterprises $50K–$500K per project in legal fees, rework, and lost productivity. Objectively defensible estimates eliminate the root cause.
No automated platform combined COSMIC ISO 19761 — the international standard for functional size measurement — with machine learning. We built it first.
ISO 19761 is recognised in over 50 countries and mandated in public sector procurement across the EU, Canada, and parts of Asia Pacific — our standard is already global.
We didn't just build another estimation tool. We engineered a proprietary competitive moat by combining an international ISO standard with a community-powered AI calibration engine — a combination no competitor can quickly replicate.
A large and growing market with a clear path from initial niche to category dominance.
Six converging forces make this the optimal moment to back Scopeslab.
We are the only ISO 19761-compliant AI estimation platform in existence. No direct competitor combines COSMIC methodology with machine learning at scale. Every month we operate widens this gap.
As AI coding tools — GitHub Copilot, Cursor, Claude Code — scale software output, the demand for credible project scoping explodes proportionally. Our market grows with the AI wave, not against it.
50M+ independent developers worldwide are an underserved, high-growth segment. They need enterprise-grade estimation credibility to compete for serious contracts — Scopeslab is built for them.
Our calibration database grows with every completed project. More users generate better calibration data, which improves accuracy, which attracts more users. This flywheel creates a durable, widening moat.
Subscription-first model with 90%+ gross margin potential. Four tiers from $25/project to enterprise custom — predictable, scalable ARR with natural expansion revenue as users grow their usage.
Natively multilingual (EN/FR/CN/ES) from day one. ISO 19761 is adopted in 50+ countries, giving us instant legitimacy in markets where global platforms would require years of localisation to enter.
We're not just building a profitable business — we're fixing a systemic problem that costs the industry billions every year.
Independent developers worldwide currently lack access to the estimation infrastructure that large consultancies take for granted. Scopeslab puts enterprise-grade methodology into every freelancer's hands — no team, no budget, no barrier.
70% of IT projects fail or overrun — most traced back to poor requirements definition and inaccurate scoping at the start. Better estimation upstream means fewer failed projects, fewer wasted budgets, and more software that actually ships.
Unlike opaque AI estimates, every Scopeslab output is traceable back to ISO 19761 methodology and real calibration data. Both clients and developers get numbers they can defend — in boardrooms, in contracts, and in court.
When developers produce credible, standardised estimates, they win better projects, avoid scope creep, and command appropriate rates. We raise the professional floor for millions of independent contributors globally.
Validated data, not projections. Our calibration engine is live and growing.
From individual freelancers at $25/project to enterprise custom — full market coverage from day one.
English, French, Mandarin, and Spanish — enabling immediate access across all major COSMIC-adopting regions.
Full methodology compliance with the international standard for functional size measurement — the only automated platform to achieve this.
We are selectively engaging with investors, accelerators, and strategic partners who understand the intersection of AI, ISO standards, and the global freelancer economy. If you see the opportunity we see, let's talk.