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

说明与用途

ScopeShield 自动审核 SOW 与工作日志，识别未计费的范围扩展，计算可追回收入并生成变更订单邮件，帮助自由职业者和小型机构追回高达 28% 的损失收入。

问题

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

结果

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.

工作流

• 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

证据

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

来源

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.

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