Limitations
NataPulse is an intelligence system operating on incomplete and changing evidence. Its limitations are part of the product contract.
Coverage
Section titled “Coverage”- not every source, asset, wallet, chain, jurisdiction, or historical period is covered;
- provider outages, rate limits, budgets, licences, and account plans affect availability;
- some sources expose metadata but not full content;
- historical backfill can differ by provider.
Latency
Section titled “Latency”Collection and processing are not uniformly real time. A page polling every minute does not make a daily source intraday. Always inspect the source timestamp.
Source error
Section titled “Source error”Official, news, social, market, and on-chain sources can each be wrong, corrected, incomplete, manipulated, or misinterpreted.
Entity and duplicate error
Section titled “Entity and duplicate error”Ambiguous names can be resolved incorrectly or not at all. Syndicated content can appear independent. Distinct developments can be grouped too closely, or one development can split across clusters.
Scoring error
Section titled “Scoring error”Importance and confidence are heuristic or model-assisted decision aids. They can under-rank quiet material events and over-rank noisy developments.
Quantitative error
Section titled “Quantitative error”Market regimes change. Historical evaluation may not generalize. Model output can be unstable, and data quality can degrade. Quant signals do not identify causation.
AI reasoning error
Section titled “AI reasoning error”Reports, impact analysis, Deep Research, and chat can omit evidence, cite a source too broadly, misunderstand a document, or produce an unsupported inference.
On-chain interpretation
Section titled “On-chain interpretation”A transaction proves movement, not economic intent. Address labels and ownership attribution can be incomplete.
Legal and professional limits
Section titled “Legal and professional limits”NataPulse is not a broker, exchange, custodian, auditor, legal adviser, tax adviser, or personalized investment adviser. Users remain responsible for independent verification and decisions.
Product evolution
Section titled “Product evolution”Routes, capabilities, providers, limits, and plan entitlements can change. The live product and machine-readable contracts are authoritative for current availability.