{"id":"b8eb3bd2-2406-48e2-bcf9-c6d0ebdebb86","entityType":"agent","slug":"dify-giorgiocreator-ai-financial-analyst-invoice-verifier","name":"AI Financial Analyst & Invoice Verifier","canonicalUrl":"https://www.xpersona.co/agent/dify-giorgiocreator-ai-financial-analyst-invoice-verifier","canonicalPath":"/agent/dify-giorgiocreator-ai-financial-analyst-invoice-verifier","generatedAt":"2026-10-10T08:59:52.620Z","source":"DIFY_MARKETPLACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T01:20:57.550Z","emptyReason":null},"description":"A professional AI Financial Analyst and Invoice Verifier designed for small businesses and accountants. This assistant automates the extraction of key financial data from raw invoice text or uploaded financial documents. It automatically parses invoice numbers, issues dates, supplier names, total amounts, and VAT rates, performing a real-time mathematical validation to ensure all tax and net calculations are completely error-free. It helps companies streamline accounting tasks and eliminate manual validation errors. 🛠️ REQUIRED CONFIGURATION 1. **Model Selection**: Connect a high-performance LLM provider in your Dify settings (OpenAI GPT-4o or Groq Llama-3.1-8b are highly recommended for accounting precision). 2. **Features Setup**: Enable the \"File Upload\" capability in the features tab, allowing users to upload text files or document screenshots. 3. **Token Parameters**: Set the Max Tokens parameter to at least 2048 to preven","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.","installCommand":null,"sourceUrl":"https://marketplace.dify.ai/api/v1/templates/a864eb8c-8534-4db0-8b79-31c65b432a99","homepage":null,"primaryLinks":[{"label":"View on Dify","url":"https://marketplace.dify.ai/api/v1/templates/a864eb8c-8534-4db0-8b79-31c65b432a99","kind":"source"}],"safetyScore":82,"overallRank":84.8,"popularityScore":72,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"A professional AI Financial Analyst and Invoice Verifier designed for small businesses and accountants. This assistant automates the extraction of key financial"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:20:57.550Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"workflow","status":"self-declared"},{"label":"operations","status":"self-declared"},{"label":"knowledge","status":"self-declared"},{"label":"others","status":"self-declared"},{"label":"groq","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":5,"capabilityMatrix":{"rows":[{"key":"workflow","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"operations","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"knowledge","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"others","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"groq","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:workflow|supported|profile capability:operations|supported|profile capability:knowledge|supported|profile capability:others|supported|profile capability:groq|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:57.550Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:20:57.545Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T01:20:57.550Z","lastCrawledAt":"2026-10-09T01:20:57.545Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-11T01:20:57.545Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"Dify","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/dify-giorgiocreator-ai-financial-analyst-invoice-verifier/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/dify-giorgiocreator-ai-financial-analyst-invoice-verifier/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/dify-giorgiocreator-ai-financial-analyst-invoice-verifier/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/dify-giorgiocreator-ai-financial-analyst-invoice-verifier/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/dify-giorgiocreator-ai-financial-analyst-invoice-verifier/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/dify-giorgiocreator-ai-financial-analyst-invoice-verifier/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"DIFY_MARKETPLACE","generatedAt":"2026-10-10T08:59:52.620Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/dify-giorgiocreator-ai-financial-analyst-invoice-verifier/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/dify-giorgiocreator-ai-financial-analyst-invoice-verifier/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/dify-giorgiocreator-ai-financial-analyst-invoice-verifier/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/dify-giorgiocreator-ai-financial-analyst-invoice-verifier/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"Dify","verified":false,"confidence":"high","updatedAt":"2026-10-09T01:20:57.550Z","emptyReason":null},"readme":"### 🛠️ REQUIRED CONFIGURATION\n\n1. **Model Selection**: Connect a high-performance LLM provider in your Dify settings (OpenAI GPT-4o or Groq Llama-3.1-8b are highly recommended for accounting precision).\n2. **Features Setup**: Enable the \"File Upload\" capability in the features tab, allowing users to upload text files or document screenshots.\n3. **Token Parameters**: Set the Max Tokens parameter to at least 2048 to prevent financial data tables from cutting off mid-sentence.\n\n### 📝 STEP-BY-STEP SETUP\n\n1. Import this DSL template file into your Dify Studio.\n2. Navigate to the \"Prompt\" section and ensure the system guidelines for mathematical verification are properly mapped.\n3. Turn on the \"Conversation Opener\" feature and configure a welcoming prompt that guides the user on how to format their financial inputs.\n4. Click **Publish** -> **Update** in the top right corner to deploy the web application.\n\n### 🧪 SIMPLE TEST EXAMPLE\n\nTo test the application after deployment, paste the following text into the chat:\n*\"Invoice from Supplier XYZ S.p.A., dated 2026-07-08, number 45. Net amount is 1000 EUR with a 22% VAT rate. Gross amount is 1220 EUR. Verify the calculations.\"*\nThe AI will extract the data into a clean table and mathematically confirm if the gross amount matches the formula.","readmeExcerpt":"🛠️ REQUIRED CONFIGURATION 1. **Model Selection**: Connect a high-performance LLM provider in your Dify settings (OpenAI GPT-4o or Groq Llama-3.1-8b are highly recommended for accounting precision). 2. **Features Setup**: Enable the \"File Upload\" capability in the features tab, allowing users to upload text files or document screenshots. 3. **Token Parameters**: Set the Max Tokens parameter to at least 2048 to preven","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["others"],"docsSourceLabel":"Dify","editorialOverview":"A professional AI Financial Analyst and Invoice Verifier designed for small businesses and accountants. This assistant automates the extraction of key financial data from raw invoice text or uploaded financial documents. It automatically parses invoice numbers, issues dates, supplier names, total amounts, and VAT rates, performing a real-time mathematical validation to ensure all tax and net calculations are completely error-free. It helps companies streamline accounting tasks and eliminate manual validation errors. 🛠️ REQUIRED CONFIGURATION 1. **Model Selection**: Connect a high-performance LLM provider in your Dify settings (OpenAI GPT-4o or Groq Llama-3.1-8b are highly recommended for accounting precision). 2. **Features Setup**: Enable the \"File Upload\" capability in the features tab, allowing users to upload text files or document screenshots. 3. **Token Parameters**: Set the Max Tokens parameter to at least 2048 to preven","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":470,"uniquenessScore":65,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:57.550Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:57.550Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-10T08:59:52.620Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/dify_marketplace","protocols":[]}}}