Analysis Result #5910

{
  "analysis": {
    "input_data": {
      "article": "Title: Why you should never share your credit card OTP over the phone\n\nPublished: 2025-12-05\n\nContent: Sharing your credit card OTP exposes users to rising digital payment fraud, with scammers exploiting urgency and personal data; safeguarding OTPs is essential to protect finances and prevent unauthorised transactions.",
      "full_prompt_sent_to_llm": "=== NEWS ARTICLE ===\nTitle: Why you should never share your credit card OTP over the phone\n\nPublished: 2025-12-05\n\nContent: Sharing your credit card OTP exposes users to rising digital payment fraud, with scammers exploiting urgency and personal data; safeguarding OTPs is essential to protect finances and prevent unauthorised transactions.\n\n=== TOP MATCHING STOCK FROM RAG ===\n\nSymbol: TANLA.NS\nCompany: Tanla Platforms Limited\nSector: Technology\nIndustry: Software - Application\nSimilarity Score: 0.2384 (23.84%)\n\nMarket Data:\n\u2022 Current Price: 622.45\n\u2022 Previous Close: 637.5\n\u2022 Day Low: 619.0\n\u2022 Day High: 640.7\n\u2022 52-Week Low: 409.35\n\u2022 52-Week High: 803.95\n\u2022 Volume: 1183788\n\u2022 Avg Volume: 972668\n\nAdvanced Technical Indicators (21 total):\nClose_3d:636.55,637.50,622.45 | RSI:33.67 | MACD:-8.723/2.917/-11.640 | BB:760.22/693.08/625.94 | MA:693.08/671.51 | ATR:27.13 | OBV:87,814,022 | WillR:-97.33 | CMF:-0.1736 | Ichi:672.90/692.50/682.70/685.50 | PSAR:713.95 | Aroon:12.00/100.00 | VWAP:628.26 | Force:-8025549.47 | Mass:26.40 | Coppock:-21.11 | UltOsc:30.13\n\nQuantitative Risk \u0026 Performance Metrics (35 total):\nAvgVol:1,380,044 | Price:622.45 | VaR:-0.0423/-0.0555 | CVaR:-0.0507/-0.0562 | Std:0.0293 | AnnVol:0.4647 | DownDev:0.0240 | Skew:1.7518 | Kurt:7.4123 | Sharpe:-0.1746 | MaxDD:-0.4453 | VolRat:3.0982 | P/MA20:0.8981 | P/MA50:0.9269 | VolReg:0.9703 | Mom:-0.1533/-0.0827 | MeanRet:-0.0003 | W/L:0.88 | Amihud:0.000000 | Roll:0.000000 | VolSurp:0.6498 | Omega:0.9738 | Sortino:-0.1737 | TailR:1.1442 | ESRat:1.1969 | Hurst:0.2205 | HalfL:32.11 | Mom120:0.2485 | ApEn:0.5862\n\n=== ANALYZE THE ARTICLE (use RAG context if relevant) ===",
      "rag_context": {
        "company": "Tanla Platforms Limited",
        "country": "India",
        "description_preview": "[STOCK SYMBOL]: TANLA.NS\n[COMPANY NAME]: Tanla Platforms Limited\n[SECTOR]: Technology\n[INDUSTRY]: Software - Application\n[COUNTRY]: India\n--------------------------------------------------------------...",
        "full_description": "[STOCK SYMBOL]: TANLA.NS\n[COMPANY NAME]: Tanla Platforms Limited\n[SECTOR]: Technology\n[INDUSTRY]: Software - Application\n[COUNTRY]: India\n--------------------------------------------------------------------------------\ncountry - India\nindustry - Software - Application\nsector - Technology\nlongBusinessSummary - Tanla Platforms Limited, together with its subsidiaries, provides cloud communication platforms as a service solution to enterprises in India and internationally. It operates Wisely Platform, an API-led intelligent platform-of-platforms, which serves as a unified hub for digital interactions to craft solutions and provide experiences in the realm of communication, privacy, and security. The company also offers Wisely Anti-Phishing Platform against SMS phishing; Trubloq for protecting customers from spam; Wisely Consent, a consent management solution that ensures compliance for enterprise customer communications on SMS and voice channels; messaging as a platform, which deliver business messaging with ai-powered automation; and Surbo that elevates customer engagement with surbo\u0027s conversation ai. In addition, it provides Wise Albert for digital interactions; and email, RCS business messaging, SMS, Truecaller business messaging, voice, and WhatsApp business API solutions. The company was formerly known as Tanla Solutions Limited and changed its name to Tanla Platforms Limited in October 2020. Tanla Platforms Limited was incorporated in 1995 and is headquartered in Hyderabad, India.\nfullTimeEmployees - 992\npreviousClose - 637.5\nopen - 640.0\ndayLow - 619.0\ndayHigh - 640.7\nregularMarketDayLow - 619.0\nregularMarketDayHigh - 640.7\ndividendRate - 12.0\ndividendYield - 1.88\nexDividendDate - 1761523200\npayoutRatio - 0.3362\nfiveYearAvgDividendYield - 0.87\nbeta - 1.098\ntrailingPE - 17.435574\nforwardPE - 11.548238\nvolume - 1183788\nregularMarketVolume - 1183788\naverageVolume - 972668\naverageVolume10days - 569237\naverageDailyVolume10Day - 569237\nmarketCap - 86982180864\nfiftyTwoWeekLow - 409.35\nfiftyTwoWeekHigh - 803.95\npriceToSalesTrailing12Months - 2.0990288\nfiftyDayAverage - 672.922\ntwoHundredDayAverage - 586.8212\ntrailingAnnualDividendRate - 12.0\ntrailingAnnualDividendYield - 0.018823529\ncurrency - INR\nenterpriseValue - 76644794368\nprofitMargins - 0.11566\nfloatShares - 59243313\nsharesOutstanding - 131997759\nheldPercentInsiders - 0.55639\nheldPercentInstitutions - 0.0515\nbookValue - 170.583\npriceToBook - 3.648957\nearningsQuarterlyGrowth - -0.04\nnetIncomeToCommon - 4792992768\ntrailingEps - 35.7\nforwardEps - 53.9\nenterpriseToRevenue - 1.85\nenterpriseToEbitda - 12.274\nlastDividendValue - 6.0\nquoteType - EQUITY\ncurrentPrice - 622.45\ntargetHighPrice - 865.0\ntargetLowPrice - 705.0\ntargetMeanPrice - 768.0\ntargetMedianPrice - 734.0\nrecommendationMean - 1.33333\nrecommendationKey - strong_buy\nnumberOfAnalystOpinions - 3\ntotalCash - 8471810048\ntotalCashPerShare - 63.888\nebitda - 6244481024\ntotalDebt - 581808000\ntotalRevenue - 41439252480\ndebtToEquity - 2.572\nrevenuePerShare - 309.498\nreturnOnAssets - 0.10718001\nreturnOnEquity - 0.21937999\ngrossProfits - 7868070912\nearningsGrowth - -0.03\nrevenueGrowth - 0.078\ngrossMargins - 0.18987\nebitdaMargins - 0.15069\noperatingMargins - 0.13704\nshortName - TANLA PLATFORMS LIMITED\nlongName - Tanla Platforms Limited\nexchange - NSI\nregularMarketPrice - 622.45\nepsTrailingTwelveMonths - 35.7\nepsCurrentYear - 38.0\ntrailingPegRatio - None\n--------------------------------------------------------------------------------\n[BUSINESS SUMMARY]\nTanla Platforms Limited, together with its subsidiaries, provides cloud communication platforms as a service solution to enterprises in India and internationally. It operates Wisely Platform, an API-led intelligent platform-of-platforms, which serves as a unified hub for digital interactions to craft solutions and provide experiences in the realm of communication, privacy, and security. The company also offers Wisely Anti-Phishing Platform against SMS phishing; Trubloq for protecting customers from spam; Wisely Consent, a consent management solution that ensures compliance for enterprise customer communications on SMS and voice channels; messaging as a platform, which deliver business messaging with ai-powered automation; and Surbo that elevates customer engagement with surbo\u0027s conversation ai. In addition, it provides Wise Albert for digital interactions; and email, RCS business messaging, SMS, Truecaller business messaging, voice, and WhatsApp business API solutions. The company was formerly known as Tanla Solutions Limited and changed its name to Tanla Platforms Limited in October 2020. Tanla Platforms Limited was incorporated in 1995 and is headquartered in Hyderabad, India.\n--------------------------------------------------------------------------------\n[IMPORTANT METRICS]\nCompany: Tanla Platforms Limited\nSector: Technology\nIndustry: Software - Application\nCountry: India\nMarket Cap: 86.98B\nCurrent Price: 622.45\nP/E Ratio: 17.435574\nP/B Ratio: 3.648957\nDividend Yield: 1.8800%\nROA: 0.1072\nROE: 0.2194\nProfit Margin: 0.1157\nBeta: 1.0980\nVolume: 1,183,788\nAvg Volume: 972,668\nDay Range: 619.0 - 640.7\n52Wk Range: 409.35 - 803.95\nTotal Revenue: 41439252480\nTotal Cash: 8.47B\nTotal Debt: 581.81M\nDebt to Equity: 2.572\nTarget Price: 705.0 - 865.0\nAnalyst Opinions: 3\nRecommendation: strong_buy\n--------------------------------------------------------------------------------\n[TECHNICAL] Close_3d:636.55,637.50,622.45 | RSI:33.67 | MACD:-8.723/2.917/-11.640 | BB:760.22/693.08/625.94 | MA:693.08/671.51 | ATR:27.13 | OBV:87,814,022 | WillR:-97.33 | CMF:-0.1736 | Ichi:672.90/692.50/682.70/685.50 | PSAR:713.95 | Aroon:12.00/100.00 | VWAP:628.26 | Force:-8025549.47 | Mass:26.40 | Coppock:-21.11 | UltOsc:30.13\n--------------------------------------------------------------------------------\n[QUANT] AvgVol:1,380,044 | Price:622.45 | VaR:-0.0423/-0.0555 | CVaR:-0.0507/-0.0562 | Std:0.0293 | AnnVol:0.4647 | DownDev:0.0240 | Skew:1.7518 | Kurt:7.4123 | Sharpe:-0.1746 | MaxDD:-0.4453 | VolRat:3.0982 | P/MA20:0.8981 | P/MA50:0.9269 | VolReg:0.9703 | Mom:-0.1533/-0.0827 | MeanRet:-0.0003 | W/L:0.88 | Amihud:0.000000 | Roll:0.000000 | VolSurp:0.6498 | Omega:0.9738 | Sortino:-0.1737 | TailR:1.1442 | ESRat:1.1969 | Hurst:0.2205 | HalfL:32.11 | Mom120:0.2485 | ApEn:0.5862",
        "industry": "Software - Application",
        "sector": "Technology",
        "similarity_score": 0.238380432,
        "symbol": "TANLA.NS"
      }
    },
    "llm_analysis": {
      "actionable_summary": {
        "action": "hold",
        "bias": "neutral",
        "headline": "Consumer OTP fraud warning - no market impact",
        "rationale": "No investable content"
      },
      "between_lines": "Pure consumer advisory; no trading angle",
      "confidence_score": 10,
      "connections": {
        "affects_directly": [],
        "affects_indirectly": [
          "banks",
          "payment processors",
          "cybersecurity firms"
        ],
        "cause_effect_chain": "higher fraud \u2192 banks spend more on security \u2192 possible revenue for cybersecurity vendors",
        "follow_the_money": "potential incremental demand for fraud-prevention tech"
      },
      "core": {
        "action": "consumer_warning",
        "momentum": "neutral",
        "momentum_reasoning": "Article is educational, not market-moving",
        "sector": "Finance",
        "topic": "digital payment fraud",
        "trigger": "rising OTP-based scams"
      },
      "cross_stock_impact": [],
      "data_quality": {
        "article_length_tokens": 120,
        "has_financial_data": false,
        "has_price_data": false,
        "has_sentiment_indicators": false,
        "missing_critical_info": [
          "companies",
          "numbers",
          "market data"
        ],
        "overall_quality_score": 0.1
      },
      "deals": {
        "counterparty": [],
        "deal_currency": null,
        "deal_size": null,
        "deal_type": null
      },
      "entities": [],
      "financials": {
        "buyback": null,
        "data_source": "null",
        "dividend": null,
        "funding_amount": null,
        "guidance": null,
        "profit": null,
        "revenue": null,
        "valuation": null
      },
      "market_reaction": {
        "expected_impact": "none",
        "index_impact": [],
        "price_change": null,
        "volume_change": null
      },
      "numerical_extractions": {
        "fiscal_period": null,
        "mentioned_prices": [],
        "mentioned_targets": [],
        "poll_source": null,
        "profit_change_pct": null,
        "revenue_change_pct": null,
        "volume_growth_yoy_pct": null
      },
      "patterns": {
        "pattern_reasoning": "No investable pattern; consumer advisory only",
        "pattern_type": null,
        "similar_past_event": null,
        "stage": null,
        "strength": "weak"
      },
      "rag_alignment": {
        "rag_company_relevant": "no",
        "relevance_reasoning": "Similarity score 0.2384 is weak; article is about consumer fraud prevention, not about Tanla\u0027s business",
        "should_prioritize_rag": false,
        "similarity_interpretation": "weak_connection"
      },
      "reasoning_chain": [
        "Article is consumer fraud warning",
        "No company-specific news",
        "Weak RAG match to Tanla",
        "No market catalyst"
      ],
      "red_flags": [
        "No investable thesis",
        "Weak RAG match",
        "No financial data"
      ],
      "sentiment": {
        "confidence": 0.9,
        "direction": "negative",
        "drivers": [
          "fraud risk",
          "consumer vulnerability"
        ],
        "intensity": 0.3
      },
      "signals": {
        "crowd_behavior": {
          "source": "inference",
          "value": "apathy"
        },
        "key_levels": {
          "source": "inference",
          "values": []
        },
        "price_action_expected": {
          "source": "inference",
          "value": "range"
        },
        "reaction_reasoning": "No direct market impact",
        "volume_expectation": {
          "source": "inference",
          "value": "normal"
        }
      },
      "smart_money": {
        "big_players": [],
        "evidence": "No market participants referenced",
        "retail_position": "neutral",
        "their_likely_motive": "n/a"
      },
      "timing": {
        "catalyst_date": null,
        "expected_duration_days": 0,
        "temporal_anchor": "2025-12-05",
        "urgency": "can_wait"
      },
      "trading_angles": []
    },
    "metrics": {
      "model_params": {
        "max_completion_tokens": 8192,
        "model": "moonshotai/kimi-k2-instruct-0905",
        "reasoning_effort": "medium",
        "stream": false,
        "temperature": 0.4,
        "top_p": 0.9
      },
      "timing": {
        "end_time": "2025-12-06T01:58:50.866108",
        "llm_response_seconds": 2.767,
        "rag_query_seconds": 0.801,
        "start_time": "2025-12-06T01:58:47.296926",
        "total_duration_seconds": 3.569
      },
      "tokens": {
        "actual_from_api": {
          "input_tokens": 4628,
          "output_tokens": 801,
          "total_tokens": 5429
        }
      }
    },
    "rag_match": {
      "company": "Tanla Platforms Limited",
      "sector": "Technology",
      "similarity_score": 0.238380432,
      "symbol": "TANLA.NS"
    },
    "timestamp": "2025-12-06T01:58:50.866552"
  },
  "article_id": "101cb98c-729b-42f1-9c2a-5ab543c4e84b",
  "result_id": "20251206_015850",
  "status": "completed"
}