{"uid":"cap_kKk4nNau4NLqYBKGfgbDj","slug":"telesint-preparation-attack-assessment-4f222d04","name":"TeleSint Preparation Attack Assessment","description":"Is someone preparing to attack this org, sector or country? Call before escalation decisions. Returns verdict escalate|watch|none, stage ladder with gaps, Dempster-Shafer belief/conflict, EWMA velocity, evidence IDs.","url":"https://telesint-api.onrender.com/preparation?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET"],"type":"string"},"queryParams":{"type":"object","properties":{"actor":{"type":"string","description":"Threat actor or group name"},"sector":{"type":"string","description":"Target sector e.g. energy, healthcare, finance, government"},"vendor":{"type":"string","description":"Technology vendor in the target's stack e.g. Fortinet, Siemens"},"window":{"type":"string","description":"Lookback days 7-90, default 30"},"country":{"type":"string","description":"Country or region e.g. UAE, KSA, US, GCC, MENA, Europe"},"organization":{"type":"string","description":"Target organisation name (most specific)"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":{"type":"json","example":{"gaps":["infrastructure","recon"],"query":{"sector":"energy","country":"UAE","organization":"Acme Energy"},"engine":"preparation-engine/1.0.0","fusion":{"rule":"dempster","conflict_k":0.04,"pl_targeted":0.84,"bel_targeted":0.31,"conflict_flag":false,"bel_opportunistic":0.16,"families_converging":3},"source":"TeleSint","reasons":["Targeting cannot be ruled out: Bel(targeted)=0.31, evidence-backed Pl(targeted)=0.52"],"verdict":"watch","endpoint":"preparation","evidence":[{"id":"8fdfdbf91592209c","stages":["access"],"category":"darkweb","specific":1}],"sub_scores":{"alpha_specificity":0.42,"gamma_operational_context":0.39},"window_days":30,"stage_reached":4,"stage_reached_key":"access"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_dBRpXy9n1dRZ2J_cUzmq2","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.1","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Assesses whether a threat actor, sector, or country is in active pre-attack preparation, returning an escalate/watch/none verdict with Dempster-Shafer belief scores and EWMA velocity.","exampleAgentPrompt":"Check if there are active pre-attack preparation signals targeting the energy sector in the UAE over the last 30 days — I need to know whether to escalate this to our incident response team right now.","exampleUseCases":[{"title":"Pre-escalation check for CISO","prompt":"Before I brief the CISO, check if Sandworm or any associated actor is showing active preparation signals against the European energy sector over the past 14 days — give me the verdict and the belief score."},{"title":"Ransomware targeting assessment for healthcare","prompt":"Is there Telegram intelligence showing that any ransomware group is in the preparation stage against US healthcare organizations right now? Use a 30-day lookback and tell me if we should escalate."},{"title":"Vendor-specific supply chain threat check","prompt":"We use Fortinet heavily — can you check whether any threat actor is showing pre-attack preparation signals against organizations running Fortinet in the GCC region over the last 60 days?"}],"resultDescription":"Returns a JSON object with a top-level verdict of escalate, watch, or none; a stage ladder showing which attack preparation phases have been observed and where gaps exist; Dempster-Shafer belief and conflict scores reflecting evidence quality; an EWMA velocity score indicating acceleration of threat activity; and a list of evidence IDs referencing the underlying Telegram intelligence records.","failureModes":["Missing required query parameters (actor, sector, country, or organization must be provided) results in a 400 error","Lookback window outside 7-90 days range may be rejected or defaulted","No matching intelligence returns a verdict of none with low belief scores rather than an error","Payment not received via x402 results in a 402 Payment Required response","Rate limiting or service unavailability on Render free tier may produce 503 errors"],"whenToPreferThis":"Choose this endpoint when you need a structured, probabilistic verdict on whether a specific threat actor, country, or sector is in active attack preparation — especially before making escalation decisions. It is distinct from raw signal feeds because it synthesizes Dempster-Shafer belief aggregation and EWMA velocity into an actionable escalate/watch/none verdict. Prefer it over general threat feeds when you need a decision-ready output rather than raw intelligence items.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T06:30:13.413Z","isFirstParty":false,"canonicalSlug":"telesint-preparation-attack-assessment-4f222d04"}