NFE-Ω Narrative Fidelity Engine
Measure truth. Track drift. Enforce coherence.
NFE-Ω scores every article, report, or brief against its cited sources — detecting source-claim misalignment, narrative drift, and fidelity decay in real time. Built for journalists, newsrooms, and intelligence teams who can't afford to publish noise.
Narrative drift is invisible until it's damage
- Articles drift from their cited sources across edits and rewrites
- Source-claim misalignment creates legal and reputational risk
- Manual fact-checking doesn’t scale to daily publishing volume
- Narrative consistency across long-form series is nearly impossible to track
- Editors catch tone drift — NFE-Ω catches fidelity drift
Automated Fidelity Scoring at Publishing Scale
NFE-Ω runs each article through a multi-layer fidelity pipeline: source extraction, claim decomposition, alignment scoring, and drift comparison against prior coverage. Every piece gets a Narrative Fidelity Score (NFS) before it goes live.
0–1.0
NFS Range
Real-time
Analysis
Auto
Sources
Tracked
Drift
Narrative Fidelity Scoring
Each article receives an NFS (0–1.0) measuring how faithfully its claims reflect its cited sources. Scores below threshold trigger an editorial review flag.
Source-Claim Alignment Detection
NFE-Ω decomposes every factual claim and traces it back to a source. Unsupported claims, misattributions, and exaggerations are surfaced automatically.
Narrative Drift Tracking
Track how coverage of a topic evolves over time. NFE-Ω detects when a series drifts in framing, sourcing, or conclusion — giving editors a longitudinal fidelity map.
Batch Analysis & Team Dashboard
Run entire issue queues through NFE-Ω before publication. Team and Enterprise tiers include a shared dashboard with per-writer fidelity metrics.
Live Sample Output
See What You Get
A real NFE-Ω Narrative Field Analysis — interactive, scrollable, fully rendered. “AI Will Replace All Jobs” Media Cycle, March 2026. This is the actual deliverable format.
Narrative Topology
Live network graph of 11 narrative nodes with coupling weights, sentiment polarity, and source cluster mapping.
Signal Decomposition
Amplification chain timeline, δH stress gauge, virality metrics (85M+ views), and counter-narrative tracking.
90-Day Forecast
3 scenario trajectories (Fades 22% / Sustains 51% / Escalates 27%) with trigger events and monitoring keywords.
Choose Your Plan
Every tier runs the full NFE-Ω fidelity engine. The difference is volume, collaboration, and access.
Journalist
Analyze up to 10 articles/month.
- Narrative fidelity scoring per article
- Source-claim alignment detection
- Up to 10 articles / month
- Email report delivery
- Cancel anytime
Team
Unlimited articles. Narrative drift tracking.
- Everything in Journalist
- Unlimited articles per month
- Team dashboard
- Batch analysis
- Narrative drift tracking over time
Enterprise
Custom feeds. API access. White-label reports.
- Everything in Team
- Custom feeds & data sources
- REST API access
- White-label PDF reports
- Priority processing + dedicated support
Payments secured by Stripe. All plans are recurring monthly subscriptions. Cancel anytime.
Frequently Asked Questions
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