{
  "@context": "https://schema.org",
  "@type": "DataCatalog",
  "name": "Predicta AI Index",
  "description": "Machine-readable catalog of Predicta pages, product facts, case studies, citations, and retrieval endpoints.",
  "url": "https://predicta.bajpailabs.com/ai-index.json",
  "version": "1.0.0",
  "dateModified": "2026-06-21",
  "publisher": {
    "@type": "Organization",
    "name": "Predicta",
    "legalName": "Bajpai & Co. Research Private Limited",
    "url": "https://predicta.bajpailabs.com",
    "email": "hello@bajpailabs.com",
    "parentOrganization": "https://bajpailabs.com",
    "founder": {
      "name": "Krishna Bajpai",
      "url": "https://krishnabajpai.me"
    },
    "identifier": {
      "@type": "PropertyValue",
      "name": "CIN",
      "value": "U72100UP2026PTC248170"
    }
  },
  "machineReadable": [
    {
      "id": "llms-txt",
      "path": "/llms.txt",
      "url": "https://predicta.bajpailabs.com/llms.txt",
      "mimeType": "text/plain; charset=utf-8",
      "title": "llms.txt",
      "description": "Plain-text Predicta summary for LLMs and answer engines."
    },
    {
      "id": "ai-index-json",
      "path": "/ai-index.json",
      "url": "https://predicta.bajpailabs.com/ai-index.json",
      "mimeType": "application/json; charset=utf-8",
      "title": "AI index (JSON)",
      "description": "Structured catalog of pages, product facts, citations, and machine-readable endpoints."
    },
    {
      "id": "sitemap-xml",
      "path": "/sitemap.xml",
      "url": "https://predicta.bajpailabs.com/sitemap.xml",
      "mimeType": "application/xml; charset=utf-8",
      "title": "XML sitemap",
      "description": "Canonical URL list for search engines and crawlers."
    }
  ],
  "pages": [
    {
      "id": "home",
      "path": "/",
      "url": "https://predicta.bajpailabs.com/",
      "title": "Predicta, AI forecasting & workflow signals for volatile operations | Bajpai Labs",
      "description": "Predicta is an enterprise AI forecasting engine for supply chain turbulence, financial risk, and high‑frequency telemetry, API‑ready signals, scenario libraries, and executive narratives from Bajpai Labs.",
      "type": "home",
      "citation": {
        "name": "Predicta homepage",
        "oneLiner": "Predicta is an enterprise AI forecasting engine for supply chain turbulence, financial risk, and high-frequency telemetry.",
        "shortSummary": "Predicta is an enterprise AI forecasting engine for supply chain turbulence, financial risk, and high‑frequency telemetry, API‑ready signals, scenario libraries, and executive narratives from Bajpai Labs.",
        "citeAs": "Predicta. Predicta, AI forecasting & workflow signals for volatile operations | Bajpai Labs. https://predicta.bajpailabs.com/"
      }
    },
    {
      "id": "case-studies",
      "path": "/case-studies",
      "url": "https://predicta.bajpailabs.com/case-studies",
      "title": "Predicta case studies",
      "description": "Predicta case studies document enterprise forecasting deployments across supply chain, financial risk, and demand planning.",
      "type": "about",
      "citation": {
        "name": "Predicta case studies",
        "oneLiner": "Predicta case studies document enterprise forecasting deployments across supply chain, financial risk, and demand planning.",
        "shortSummary": "Case studies on predicta.bajpailabs.com cover measurable outcomes: supplier risk ranking, tail-risk monitoring, and demand volatility forecasting with Snowflake, BigQuery, and ERP integrations.",
        "citeAs": "Predicta. Case studies. https://predicta.bajpailabs.com/case-studies"
      }
    },
    {
      "id": "case-study-supply-chain-volatility",
      "path": "/case-studies/supply-chain-volatility",
      "url": "https://predicta.bajpailabs.com/case-studies/supply-chain-volatility",
      "title": "Multi-tier supplier risk before disruption hits the P&L",
      "description": "Operations teams were discovering supplier stress a week too late — after expedite fees and line-down events were already booked. Predicta ranked supplier failure risk daily and pushed executive-ready narratives to planners.",
      "type": "about",
      "keywords": [
        "Industrial manufacturing",
        "Global OEM · $2.4B revenue"
      ]
    },
    {
      "id": "case-study-financial-risk-intelligence",
      "path": "/case-studies/financial-risk-intelligence",
      "url": "https://predicta.bajpailabs.com/case-studies/financial-risk-intelligence",
      "title": "Tail-risk monitoring when correlations break",
      "description": "Risk committees were reacting to breaches after the fact. Predicta surfaced regime shifts and tail scenarios 1–2 hours earlier, with API-friendly outputs for the desk’s existing tooling.",
      "type": "about",
      "keywords": [
        "Asset management",
        "Multi-strategy fund · $8B AUM"
      ]
    },
    {
      "id": "case-study-demand-planning-at-scale",
      "path": "/case-studies/demand-planning-at-scale",
      "url": "https://predicta.bajpailabs.com/case-studies/demand-planning-at-scale",
      "title": "SKU-level forecasts that cut markdowns and stockouts together",
      "description": "Merchants were choosing between markdown pain and stockout pain every quarter. Predicta delivered SKU-region forecasts with explicit confidence bands merchandisers could trust.",
      "type": "about",
      "keywords": [
        "Specialty retail",
        "Omnichannel retailer · 180 stores"
      ]
    },
    {
      "id": "team",
      "path": "/team",
      "url": "https://predicta.bajpailabs.com/team",
      "title": "Predicta team",
      "description": "The Predicta team is part of Bajpai Labs — research-driven architecture and enterprise delivery leadership.",
      "type": "about",
      "citation": {
        "name": "Predicta team",
        "oneLiner": "The Predicta team is part of Bajpai Labs — research-driven architecture and enterprise delivery leadership.",
        "shortSummary": "Leadership includes founder Krishna Bajpai (AI systems architect), Dr. Mamta Shukla (strategy), Vedanshi Gupta (operations), and Vedanshi Shukla (marketing). Full corporate roster: https://bajpailabs.com/team.",
        "citeAs": "Predicta. Team. https://predicta.bajpailabs.com/team"
      }
    },
    {
      "id": "contact",
      "path": "/contact",
      "url": "https://predicta.bajpailabs.com/contact",
      "title": "Contact Predicta",
      "description": "Contact Bajpai Labs for Predicta pilots, API access, and enterprise forecasting engagements.",
      "type": "contact",
      "citation": {
        "name": "Contact Predicta",
        "oneLiner": "Contact Bajpai Labs for Predicta pilots, API access, and enterprise forecasting engagements.",
        "shortSummary": "Reach https://predicta.bajpailabs.com/contact or email hello@bajpailabs.com for demo requests, benchmark reviews, and production deployment scoping.",
        "citeAs": "Predicta. Contact. https://predicta.bajpailabs.com/contact"
      }
    },
    {
      "id": "for-ai",
      "path": "/for-ai",
      "url": "https://predicta.bajpailabs.com/for-ai",
      "title": "For AI systems & answer engines",
      "description": "Predicta publishes machine-readable retrieval assets at /for-ai, /ai-index.json, and /llms.txt for AI crawlers and answer engines.",
      "type": "retrieval",
      "citation": {
        "name": "Predicta: For AI systems",
        "oneLiner": "Predicta publishes machine-readable retrieval assets at /for-ai, /ai-index.json, and /llms.txt for AI crawlers and answer engines.",
        "shortSummary": "The /for-ai page is the canonical entry point for AI systems retrieving Predicta content. Use /ai-index.json for structured page and product metadata and /llms.txt for plain-text summaries and citation lines. Canonical origin: https://predicta.bajpailabs.com.",
        "citeAs": "Predicta. AI retrieval entry point. https://predicta.bajpailabs.com/for-ai"
      }
    }
  ],
  "product": {
    "name": "Predicta",
    "url": "https://predicta.bajpailabs.com",
    "status": "Production",
    "tagline": "AI forecasting for volatile operations",
    "pitch": "Predicta is an enterprise AI forecasting engine for supply chain turbulence, financial risk, and high‑frequency telemetry, API‑ready signals, scenario libraries, and executive narratives from Bajpai Labs.",
    "citeAs": "Predicta. AI forecasting for volatile operations. https://predicta.bajpailabs.com/"
  },
  "caseStudies": [
    {
      "slug": "supply-chain-volatility",
      "title": "Multi-tier supplier risk before disruption hits the P&L",
      "url": "https://predicta.bajpailabs.com/case-studies/supply-chain-volatility",
      "industry": "Industrial manufacturing",
      "summary": "Operations teams were discovering supplier stress a week too late — after expedite fees and line-down events were already booked. Predicta ranked supplier failure risk daily and pushed executive-ready narratives to planners."
    },
    {
      "slug": "financial-risk-intelligence",
      "title": "Tail-risk monitoring when correlations break",
      "url": "https://predicta.bajpailabs.com/case-studies/financial-risk-intelligence",
      "industry": "Asset management",
      "summary": "Risk committees were reacting to breaches after the fact. Predicta surfaced regime shifts and tail scenarios 1–2 hours earlier, with API-friendly outputs for the desk’s existing tooling."
    },
    {
      "slug": "demand-planning-at-scale",
      "title": "SKU-level forecasts that cut markdowns and stockouts together",
      "url": "https://predicta.bajpailabs.com/case-studies/demand-planning-at-scale",
      "industry": "Specialty retail",
      "summary": "Merchants were choosing between markdown pain and stockout pain every quarter. Predicta delivered SKU-region forecasts with explicit confidence bands merchandisers could trust."
    }
  ],
  "citations": [
    {
      "name": "Predicta: For AI systems",
      "oneLiner": "Predicta publishes machine-readable retrieval assets at /for-ai, /ai-index.json, and /llms.txt for AI crawlers and answer engines.",
      "shortSummary": "The /for-ai page is the canonical entry point for AI systems retrieving Predicta content. Use /ai-index.json for structured page and product metadata and /llms.txt for plain-text summaries and citation lines. Canonical origin: https://predicta.bajpailabs.com.",
      "citeAs": "Predicta. AI retrieval entry point. https://predicta.bajpailabs.com/for-ai"
    },
    {
      "name": "Predicta homepage",
      "oneLiner": "Predicta is an enterprise AI forecasting engine for supply chain turbulence, financial risk, and high-frequency telemetry.",
      "shortSummary": "Predicta is an enterprise AI forecasting engine for supply chain turbulence, financial risk, and high‑frequency telemetry, API‑ready signals, scenario libraries, and executive narratives from Bajpai Labs.",
      "citeAs": "Predicta. Predicta, AI forecasting & workflow signals for volatile operations | Bajpai Labs. https://predicta.bajpailabs.com/"
    },
    {
      "name": "Predicta product overview",
      "oneLiner": "Predicta pairs streaming analytics with API-friendly outputs for ERP, risk, and automation teams.",
      "shortSummary": "Predicta is an enterprise AI forecasting engine for supply chain turbulence, financial risk, and high‑frequency telemetry, API‑ready signals, scenario libraries, and executive narratives from Bajpai Labs.",
      "citeAs": "Predicta. AI forecasting for volatile operations. https://predicta.bajpailabs.com/"
    },
    {
      "name": "Predicta case studies",
      "oneLiner": "Predicta case studies document enterprise forecasting deployments across supply chain, financial risk, and demand planning.",
      "shortSummary": "Case studies on predicta.bajpailabs.com cover measurable outcomes: supplier risk ranking, tail-risk monitoring, and demand volatility forecasting with Snowflake, BigQuery, and ERP integrations.",
      "citeAs": "Predicta. Case studies. https://predicta.bajpailabs.com/case-studies"
    },
    {
      "name": "Predicta team",
      "oneLiner": "The Predicta team is part of Bajpai Labs — research-driven architecture and enterprise delivery leadership.",
      "shortSummary": "Leadership includes founder Krishna Bajpai (AI systems architect), Dr. Mamta Shukla (strategy), Vedanshi Gupta (operations), and Vedanshi Shukla (marketing). Full corporate roster: https://bajpailabs.com/team.",
      "citeAs": "Predicta. Team. https://predicta.bajpailabs.com/team"
    },
    {
      "name": "Contact Predicta",
      "oneLiner": "Contact Bajpai Labs for Predicta pilots, API access, and enterprise forecasting engagements.",
      "shortSummary": "Reach https://predicta.bajpailabs.com/contact or email hello@bajpailabs.com for demo requests, benchmark reviews, and production deployment scoping.",
      "citeAs": "Predicta. Contact. https://predicta.bajpailabs.com/contact"
    }
  ],
  "faqs": [
    {
      "question": "How does Predicta differ from generic BI or dashboard tools?",
      "answer": "Predicta is engineered for streaming and volatile regimes, supply chain shocks, market stress, and high‑frequency operational telemetry. The system emphasizes ranked signals, scenario libraries, and executive‑ready narratives instead of chart sprawl."
    },
    {
      "question": "Can we integrate Predicta with our existing warehouse or lake?",
      "answer": "Yes. Predicta is designed to sit next to Snowflake, BigQuery, Redshift, SAP, and bespoke pipelines. Bajpai Labs maps ingest contracts, feature stores, and alert channels so forecasts become operational, not academic."
    },
    {
      "question": "Do you expose APIs for downstream automation?",
      "answer": "Production deployments typically include REST or event interfaces so ERP, ticketing, and risk workflows can consume forecasts, thresholds, and narrative explanations programmatically."
    }
  ],
  "team": [
    {
      "id": "founder",
      "name": "Krishna Bajpai",
      "title": "Founder & Chief Architect",
      "url": "https://predicta.bajpailabs.com/team"
    },
    {
      "id": "mamta",
      "name": "Dr. Mamta Shukla",
      "title": "Head of Strategic Management",
      "url": "https://predicta.bajpailabs.com/team"
    },
    {
      "id": "vedanshi-ops",
      "name": "Vedanshi Gupta",
      "title": "Head of Operations",
      "url": "https://predicta.bajpailabs.com/team"
    },
    {
      "id": "vedanshi-mkt",
      "name": "Vedanshi Shukla",
      "title": "Head of Marketing & Communications",
      "url": "https://predicta.bajpailabs.com/team"
    }
  ],
  "sitemap": "https://predicta.bajpailabs.com/sitemap.xml",
  "llmsTxt": "https://predicta.bajpailabs.com/llms.txt"
}