{
  "version": "2.5",
  "last_updated": "2026-09-01",
  "canonical_urls": {
    "hr": "https://soror.hr/",
    "en": "https://soror.hr/en/"
  },
  "knowledge_base": {
    "type": "static Markdown blog",
    "languages": {
      "hr": "https://blog.soror.hr/",
      "en": "https://blog.soror.hr/en/"
    },
    "article_indexes": {
      "hr": "https://blog.soror.hr/posts.json",
      "en": "https://blog.soror.hr/en/posts.json"
    },
    "ai_indexes": {
      "hr": "https://blog.soror.hr/llms.txt",
      "en": "https://blog.soror.hr/en/llms.txt"
    },
    "full_text": {
      "hr": "https://blog.soror.hr/llms-full.txt",
      "en": "https://blog.soror.hr/en/llms-full.txt"
    },
    "roi_calculator": {
      "hr": "https://blog.soror.hr/hr/koliko-kosta-ai-agent-roi-kalkulator/",
      "en": "https://blog.soror.hr/en/ai-agent-cost-roi-calculator/"
    },
    "feeds": {
      "hr": "https://blog.soror.hr/feed.xml",
      "en": "https://blog.soror.hr/en/feed.xml"
    }
  },
  "organization": {
    "name": "soror",
    "legal_name": "SOROR društvo s ograničenom odgovornošću za usluge",
    "logo": "https://soror.hr/logo.svg",
    "type": "AI agent and business process automation studio",
    "status": "active",
    "location": "Zagreb, Croatia",
    "public_registry": "https://sudreg.pravosudje.hr/ords/r/esudreg/public/podaci-o-poslovnom-subjektu?p28_sbt_mbs=081030107",
    "about": {
      "hr": "https://soror.hr/o-sororu/",
      "en": "https://soror.hr/en/about-soror/"
    },
    "founder_and_director": {
      "name": "Ante Barišić",
      "id": "https://soror.hr/#ante-barisic"
    },
    "languages": ["hr", "en"],
    "positioning": {
      "en": "soror designs AI-agent and business-process automation solutions for authorized internal systems, starting with a small and measurable pilot.",
      "hr": "soror projektira rješenja s AI agentima i automatizacijom poslovnih procesa za odobrene interne sustave, počevši od malog i mjerljivog pilota."
    },
    "contact": {
      "preferred_method": "email",
      "email": "ante.barisic@gmail.com",
      "email_uri": "mailto:ante.barisic@gmail.com"
    },
    "editorial_method": {
      "publisher": "soror",
      "content_format": "static Markdown and HTML versioned in code",
      "ai_assistance": "AI tools may assist research, structure, translation, and editing.",
      "standards": [
        "prefer official documentation for technical claims",
        "label material assumptions, formulas, examples, and limitations",
        "publish for business decisions rather than keyword variants"
      ]
    }
  },
  "services": [
    {
      "id": "business-ai-agents",
      "urls": {
        "hr": "https://soror.hr/ai-agenti-za-tvrtke/",
        "en": "https://soror.hr/en/ai-agents-for-business/"
      },
      "name": {
        "en": "AI agents for business",
        "hr": "AI agenti za tvrtke"
      },
      "description": {
        "en": "Agents that gather context, make bounded decisions, and complete multi-step work with human approval where required.",
        "hr": "Agenti koji prikupljaju kontekst, donose ograničene odluke i dovršavaju višekoračni rad uz ljudsko odobrenje gdje je potrebno."
      }
    },
    {
      "id": "business-process-automation",
      "urls": {
        "hr": "https://soror.hr/ai-automatizacija-poslovnih-procesa/",
        "en": "https://soror.hr/en/ai-business-process-automation/"
      },
      "name": {
        "en": "AI business process automation",
        "hr": "AI automatizacija poslovnih procesa"
      },
      "description": {
        "en": "Measurable automation for repetitive workflows, documents, email, CRM, reporting, and administration.",
        "hr": "Mjerljiva automatizacija ponavljajućih radnih tijekova, dokumenata, e-pošte, CRM-a, izvještavanja i administracije."
      }
    },
    {
      "id": "internal-system-integrations",
      "urls": {
        "hr": "https://soror.hr/integracija-ai-interni-sustavi/",
        "en": "https://soror.hr/en/ai-internal-systems-integration/"
      },
      "name": {
        "en": "AI internal systems integration",
        "hr": "Integracija AI-a s internim sustavima"
      },
      "description": {
        "en": "Least-privilege connections to authorized CRM, ERP, email, documents, databases, APIs, webhooks, and MCP tools.",
        "hr": "Povezivanje AI-a s odobrenim CRM-om, ERP-om, e-poštom, dokumentima, bazama, API-jima, webhookovima i MCP alatima uz najmanje potrebne ovlasti."
      }
    },
    {
      "id": "process-automation-assessment",
      "urls": {
        "hr": "https://soror.hr/procjena-procesa-ai-automatizacija/",
        "en": "https://soror.hr/en/ai-process-automation-assessment/"
      },
      "name": {
        "en": "AI process automation assessment",
        "hr": "Procjena procesa za AI automatizaciju"
      },
      "description": {
        "en": "A process map, baseline, risk and approval matrix, pilot brief, and evaluation set for one automation candidate.",
        "hr": "Mapa procesa, početno mjerenje, matrica rizika i odobrenja, opis pilota i evaluacijski skup za jednog kandidata za automatizaciju."
      }
    },
    {
      "id": "corporate-ai-training",
      "urls": {
        "hr": "https://soror.hr/ai-edukacija-za-tvrtke/",
        "en": "https://soror.hr/en/corporate-ai-training/"
      },
      "name": {
        "en": "Corporate AI training",
        "hr": "AI edukacija za tvrtke"
      },
      "description": {
        "en": "Practical AI literacy, safe-use, use-case selection, and automation workshops for leaders and business teams.",
        "hr": "Praktična AI pismenost, sigurno korištenje, odabir primjena i radionice automatizacije za upravu i poslovne timove."
      }
    }
  ],
  "common_use_cases": [
    "email and request triage",
    "lead qualification and CRM updates",
    "invoice, order, and document processing",
    "internal knowledge assistance",
    "customer support and appointment workflows",
    "recurring reporting and data reconciliation"
  ],
  "platform_ecosystem": {
    "model_apis": [
      "OpenAI API",
      "Claude API (Anthropic)",
      "Gemini API (Google)",
      "xAI API"
    ],
    "ai_assistants_agent_products_and_harnesses": [
      "ChatGPT Work",
      "Grok",
      "Grok Bot",
      "OpenClaw"
    ],
    "agent_frameworks_and_sdks": [
      "OpenAI Agents SDK",
      "Claude Agent SDK",
      "Google's Agent Development Kit (ADK)"
    ],
    "workflow_and_automation": [
      "n8n",
      "Microsoft Copilot Studio",
      "Zapier Agents",
      "Make AI Agents",
      "UiPath Platform"
    ],
    "selection_note": "These names identify potential technologies and integration targets. Final selection depends on technical assessment, requirements, licensing, permissions, data governance, and platform constraints. Their inclusion does not imply partnership, certification, vendor endorsement, or guaranteed compatibility."
  },
  "integration_methods": [
    "supported platform connectors",
    "REST APIs",
    "webhooks",
    "function calling",
    "Model Context Protocol (MCP)"
  ],
  "implementation_process": [
    {
      "step": 1,
      "name": {
        "en": "Choose one measurable process",
        "hr": "Odaberite jedan mjerljiv proces"
      }
    },
    {
      "step": 2,
      "name": {
        "en": "Map data, systems, actions, and ownership",
        "hr": "Mapirajte podatke, sustave, radnje i odgovornosti"
      }
    },
    {
      "step": 3,
      "name": {
        "en": "Apply least privilege, approvals, logs, tests, and fallbacks",
        "hr": "Postavite najmanje ovlasti, odobrenja, zapise, testove i sigurne izlaze"
      }
    },
    {
      "step": 4,
      "name": {
        "en": "Pilot, measure, then expand",
        "hr": "Pilotirajte, mjerite i tek zatim širite"
      }
    }
  ],
  "safety_principles": [
    "least-privilege access",
    "human approval for consequential actions",
    "action logs and traceability",
    "test cases and monitored pilots",
    "safe fallback when the agent is uncertain"
  ],
  "commercial_and_data_notes": {
    "pricing": {
      "en": "Scope depends on connected systems, API availability, process variability, risk, and volume. Platform licenses and model usage are estimated separately.",
      "hr": "Opseg ovisi o povezanim sustavima, dostupnosti API-ja, promjenjivosti procesa, riziku i volumenu. Licence platformi i potrošnja modela procjenjuju se odvojeno."
    },
    "measurement": [
      "cycle time",
      "manual effort",
      "error rate",
      "response time"
    ],
    "data_processing": {
      "en": "Processing location, EU-region availability, self-hosting, retention, permissions, and contractual obligations depend on the selected provider and architecture and must be assessed for the specific solution.",
      "hr": "Mjesto obrade, dostupnost EU regije, samostalno hostanje, zadržavanje podataka, ovlasti i ugovorne obveze ovise o odabranom pružatelju i arhitekturi te se procjenjuju za konkretno rješenje."
    }
  },
  "contact_prompt": {
    "en": "Email the process, systems, and current manual steps to discuss a small, safe, and measurable first pilot.",
    "hr": "E-poštom opišite proces, sustave i trenutačne ručne korake kako bismo razgovarali o malom, sigurnom i mjerljivom prvom pilotu."
  }
}