ScopeShield: Stop Working for Free — NDA‑Safe Scope‑Creep Auditor

Описание и применение

ScopeShield — инструмент, который автоматически выявляет неотраженные работы по SOW и генерирует письма с изменением заказа, позволяя фрилансерам и небольшим агентствам вернуть до 28 % потерянного дохода.

Задача

Freelancers and small agencies lose 15‑28% of gross revenue to unbilled scope creep.

Результат

In a test run of 53.0h logged work, ScopeShield identified 26.0h out‑of‑scope and recovered $1,845 across 12 rows, matching the manual audit.

Рабочий процесс

• Upload SOW PDF/Markdown and weekly CSV of work logs
• Parse SOW into clauses
• Match work log rows to clauses using embeddings and TabPFN
• Score rows for scope leakage probability
• Fetch market rates via SerpApi
• Generate change‑order markdown and email
• Export ledger as CSV for finance
• Review and edit change order in UI
• Send email to client

Доказательства

Verified offline (10/10 tests green, no keys): 53.0h logged → 26.0h out-of-scope → $1,845 recoverable

Источник

Upload SOW PDF/Markdown + weekly CSV (Jira/Linear/GitHub/Toggl) → line-by-line ledger with IN_SCOPE / GREY_AREA / OUT_OF_SCOPE + clause citations + recoverable $ + one-click change order + polite email grounded in live market rates.

Источник