{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "Coherany",
  "home_page_url": "https://coherany.ai",
  "feed_url": "https://coherany.ai/feed.json",
  "description": "Your SMEs already understand 80% of the matching work in your data backlog. Coherany lets them run it themselves. An LLM coach helps them define each pattern; the deterministic engine runs every decision in production, audit-ready by default.",
  "language": "en-US",
  "authors": [
    {
      "name": "Drew Wasem",
      "url": "https://coherany.ai/about"
    }
  ],
  "items": [
    {
      "id": "https://coherany.ai/",
      "url": "https://coherany.ai/",
      "title": "Coherany — The AI analyst you talk to. The deterministic engine you can audit.",
      "content_text": "Your SMEs already understand 80% of the matching work in your data backlog. Coherany lets them run it themselves. An LLM coach helps them define each pattern; the deterministic engine runs every decision in production, audit-ready by default. Your data scientists sponsor and review. Your SMEs operate. Built for regulated industries: insurance, healthcare, financial services. 400K decisions per second. Full audit trail. Production in days, not months.",
      "date_modified": "2026-04-19T00:00:00Z"
    },
    {
      "id": "https://coherany.ai/product",
      "url": "https://coherany.ai/product",
      "title": "Product — Your SMEs operate. Your DS team keeps the 20% that needs them.",
      "content_text": "Build AI workflows visually in Studio with 143 nodes across 14 categories. The Insight System lets your SMEs define patterns with an LLM coach, gets a named approver to sign off, then matches every new record through the deterministic engine. Zero LLM calls in the production path. No per-record API costs. Connect any data source. Deploy with confidence: tenant isolation, immutable audit log, Python SDK, REST API.",
      "date_modified": "2026-04-19T00:00:00Z"
    },
    {
      "id": "https://coherany.ai/use-cases",
      "url": "https://coherany.ai/use-cases",
      "title": "Use Cases — Real problems. Real results.",
      "content_text": "Insurance: triage claims automatically with no labeled data required, fraud patterns in hours, $2M-$5M annual savings. Healthcare: categorize clinical documents without building a taxonomy, hours to first results. Financial Services: audit every AI decision, insight ID and reviewer on demand, NAIC compliant.",
      "date_modified": "2026-04-19T00:00:00Z"
    },
    {
      "id": "https://coherany.ai/pricing",
      "url": "https://coherany.ai/pricing",
      "title": "Pricing — Flat pricing. Unlimited insights.",
      "content_text": "Pilot: $10,000 (6 weeks, credited to annual). Growth: $2,000/month (1M records). Scale: $6,000/month (10M records). Enterprise: $12,000/month (50M records). All plans include unlimited users, pipelines, insights, and data sources. At 10M records/month: $6K vs $62K for LLM APIs — 90% less.",
      "date_modified": "2026-04-19T00:00:00Z"
    },
    {
      "id": "https://coherany.ai/compare",
      "url": "https://coherany.ai/compare",
      "title": "Compare — The discovery of LLMs. The trust of rules engines. Run by your SMEs.",
      "content_text": "Side-by-side comparison of Coherany against LLM APIs, ML platforms, custom builds, and rules engines. Coherany puts the LLM where it belongs: helping SMEs define each pattern. Production matching runs through the deterministic engine, audit-ready by default. Feature matrix across SME-led pattern definition, human approval, deterministic matching, audit trails, pricing, and deployment flexibility.",
      "date_modified": "2026-04-19T00:00:00Z"
    },
    {
      "id": "https://coherany.ai/about",
      "url": "https://coherany.ai/about",
      "title": "About — We built this for the ones who already knew.",
      "content_text": "Founded by Drew Wasem. 15 years in health insurance, telecom, banking, and financial services. Coherany exists because domain experts' judgment is the most valuable asset in regulated industries — and the hardest to scale. Product is LIVE; actively demoing with Fortune 500 prospects. Pilots open.",
      "date_modified": "2026-04-19T00:00:00Z"
    }
  ]
}