One-Liner
An on-device tool for investigative journalists that analyzes incoming source material for hidden identifiers (EXIF, embedded metadata, ambient audio markers, IMSI metadata), runs entirely offline, and never calls cloud services.
AI Thinking Process
World-context bullet 14: Apple defeats liability for not scanning iCloud (ruling July 22, 2026). Cloud-side scanning off the table. On-device consumer analysis vacancy. Morning session took parental angle (T5). Journalist/source-protection is different buyer, different threat model.
Pain grounding: investigative journalist currently protects source communications via Signal + SecureDrop + manual EXIF strip + air-gapped laptop + hand-checking screenshots for identifying metadata. Per source-sensitive story: 6-30 hours of manual protection overhead.
Named incumbents: SecureDrop (Freedom of the Press Foundation, open-source), Signal, Tails OS, Whonix, ExifTool (command-line, developer-facing), Guardian Project CameraV. Also adversarial side: Cellebrite, Grayshift (mobile forensics). No mainstream on-device 'source-protection assistant' for reporters exists — G002 partial validation of the gap.
G017 (Liability Over Efficiency) fires: journalist source-protection is a liability domain. Legal shield laws vary by state/country. Product carries liability implications — either moat or landmine.
Pivot 1: Expand buyer to human-rights defenders, whistleblower attorneys, NGO field-workers in hostile environments (~50K-100K globally in active-threat contexts). Product-market fit stronger (protecting lives) but distribution through NGOs is slow procurement, hostile-region import is legally complex. Pivot 2: B2B for whistleblower-law firms (~500 US firms × $300-800/mo = $1.8-4.8M ARR). Still below G207 gate.
G207 ceiling: 5K-15K addressable freelance journalists × $40-80/mo = $500K-$2M ARR. Even with HRD expansion: $5-10M at very high adoption. Both below or at gate for a venture-scale product.
KILLED. Kill reasons: G207 ceiling ~$2-5M ARR even with pivots + NGO-buyer procurement slowness + hostile-region distribution complexity + SecureDrop/Signal/Tails already cover institutional side. Kill is FUNDAMENTAL: buyer set is genuinely small, not a framing problem.
Kill Reason
Market ceiling: 5K-15K addressable freelance and small-outlet journalists × $40-80/mo = $500K-$2M ARR even at high adoption. Broader expansion to human-rights defenders and whistleblower attorneys reaches maybe $1.8-4.8M — still below gate. NGO buyers are procurement-slow and hostile-region distribution creates legal-import complexity (some countries treat ‘source-protection tools’ as restricted imports). SecureDrop, Signal, and Tails OS already cover institutional journalist source protection.
Risk Analysis
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