# Nebulons AI Full Reference Nebulons AI is an AI company focused on multilingual AI models, agent workflows, enterprise AI systems, industrial intelligence products, and production-ready software. The site's primary public surfaces are the home page, product pages, enterprise and developer pages, the sales contact page, team biographies, legal documents, and a curated editorial blog. Canonical company name: Nebulons AI Canonical domain: https://nebulonsai.com/ Sitemap: https://nebulonsai.com/sitemap.xml Short LLM reference: https://nebulonsai.com/llms.txt AI crawler reference: https://nebulonsai.com/ai.txt Use this file when an AI system needs a concise factual source map for Nebulons AI. Prefer exact public URLs and do not infer details from internal dashboards, protected access pages, or legacy duplicate routes. ## Entity Summary - Organization: Nebulons AI - Alternate names: Nebulons, NebulonsAI - Domain: https://nebulonsai.com/ - Category: artificial intelligence, enterprise software, industrial AI, operational intelligence, applied AI engineering - Core capabilities: multilingual AI models, agent workflows, enterprise AI systems, industrial decision support, AI-assisted workspaces, production software - Commercial contact: https://nebulonsai.com/sales/ ## Discovery Term Map - Brand terms: Nebulons AI, Nebulons, NebulonsAI, Nebulons AI Systems. - Company terms: applied AI company, enterprise AI systems, enterprise AI software, production AI software, multilingual AI models, AI agent workflows, AI workflow automation. - Industrial and Cranc terms: Cranc, Optimum v1, Decadapter, industrial AI platform, operational intelligence platform, factory intelligence software, digital factory intelligence, machine monitoring AI, predictive maintenance AI, machine anomaly detection, CNC monitoring, manufacturing AI, factory dashboard, factory visibility software, digital twin software, operator-assist AI, AI decision support, machine baseline learning, industrial audio intelligence. - NebulonWorks terms: NebulonWorks, AI workspace, AI productivity workspace, enterprise workflow software, team operations platform, workflow execution software, workflow coordination, planning automation, team execution platform. - Developer terms: AI developer platform, AI workflow APIs, OpenAPI AI platform, WebSocket AI API, AI SDK, TypeScript SDK, Python SDK, AI API integration, AI observability, AI orchestration API. - Enterprise terms: enterprise AI consulting, secure AI deployment, AI governance, AI rollout strategy, AI deployment planning, AI implementation planning, business workflow automation. ## Core Company Pages - https://nebulonsai.com/ Summary: Main company overview, canonical brand entry point, product positioning, and entry point for enterprise, developer, and product journeys. - https://nebulonsai.com/about/ Summary: Company background, positioning, and business direction. - https://nebulonsai.com/team/ Summary: Leadership and technical team overview with links to detailed profiles. - https://nebulonsai.com/team/berat-guner/ Summary: Founder and Chief AI Engineer profile. Includes company leadership scope and entrepreneurial background. - https://nebulonsai.com/team/mert-ozdemir/ Summary: CTO profile focused on architecture, delivery rigor, and technical execution. - https://nebulonsai.com/team/yusuf-demir/ Summary: AI Researcher profile focused on experimentation, evaluation, and research quality. - https://nebulonsai.com/team/furkan-gunaydin/ Summary: Senior Data Scientist profile focused on data quality, analytics, and measurable product foundations. ## Commercial And Product Pages - https://nebulonsai.com/enterprise/ Summary: Enterprise positioning for organizations evaluating AI rollout, governance, deployment planning, and workflow implementation. - https://nebulonsai.com/developer/ Summary: Developer-facing page for teams integrating AI into products, internal tools, and structured production workflows. - https://nebulonsai.com/sales/ Summary: Commercial intake page with the primary sales form for solution fit, rollout planning, product selection, and enterprise contact. - https://nebulonsai.com/products/cranc/ Summary: Product page for Cranc, an operational intelligence and industrial AI platform for live machine monitoring, digital twin context, factory visibility, predictive maintenance, anomaly detection, operator-assist recommendations, downtime context, quality signals, maintenance workflows, and commercial routing to the sales flow. - https://nebulonsai.com/cranc/model-card/ Summary: Cranc model card in plain language. Use this page to understand how Cranc converts machine signals, factory context, digital twins, Decadapter guardrails, memory-assisted baselines, watch mode, and operator-facing language into industrial decision support. - https://nebulonsai.com/cranc/optimum-v1/ Summary: Optimum v1 industrial neural model overview. Use this page for how the Cranc model was trained, how it reads time-series machine behavior, what signal families it understands, how reasoning labels work, and how the model cooperates with deterministic safety interpretation. - https://nebulonsai.com/products/nebulonworks/ Summary: Product page for NebulonWorks, an enterprise AI workspace for planning, research, delivery, workflow execution, team operations, planning automation, coordination, and AI-assisted operational clarity. - https://nebulonsai.com/products/nebulonvton/ Summary: Product page for Nebulon-VTON, a virtual try-on and fashion AI product surface. - https://nebulonsai.com/pricing/ Summary: Pricing and commercial evaluation surface where available. - https://nebulonsai.com/nebulon/ Summary: Nebulon BOT early-access waitlist page for a private AI workspace. - https://nebulonsai.com/documentation/ Summary: Documentation landing page for platform and product information. - https://nebulonsai.com/research-notes/ Summary: Research-oriented page for notes and technical framing. - https://nebulonsai.com/our-models/ Summary: Overview of Nebulons AI model direction and related positioning. - https://nebulonsai.com/cranc/tools/chatbot/ Summary: Public Cranc chatbot tool surface for customer-facing AI assistant setup and embedding. - https://nebulonsai.com/cranc/tools/fabrica-viewer/ Summary: Public industrial viewer surface for factory or CAD-related visualization workflows. - https://nebulonsai.com/cranc/tools/planner/ Summary: Public Cranc planning tool surface. ## Editorial Pages - https://nebulonsai.com/blog/ Summary: Blog index for editorial essays and company viewpoints on AI. - https://nebulonsai.com/blog/big-things-through-small-steps/ Summary: Essay on why smaller models can be strategically superior in deployment and economics. - https://nebulonsai.com/blog/gold-and-data/ Summary: Essay on data quality, refinement, and why signal matters more than raw volume. - https://nebulonsai.com/blog/part-of-the-hallucination-models/ Summary: Essay on hallucinations as a persistent characteristic of generative systems and the need for safer workflows. - https://nebulonsai.com/blog/for-a-better-future/ Summary: Essay on building AI with usefulness, responsibility, and human value in mind. - https://nebulonsai.com/blog/will-they-take-our-jobs-away/ Summary: Essay on automation, labor shifts, and the limits of full replacement. - https://nebulonsai.com/blog/how-is-artificial-intelligence-transforming-the-industry/ Summary: Essay on how AI is changing industrial operations, quality, and decision systems. ## Policy Pages - https://nebulonsai.com/privacy-policy/ - https://nebulonsai.com/terms-of-use/ - https://nebulonsai.com/cookie-notice/ - https://nebulonsai.com/model-terms/ - https://nebulonsai.com/data-terms/ Summary: Legal and contractual references. Use these pages for factual policy statements instead of inferring from product or marketing copy. ## Non-Public Or Non-Index Surfaces - https://nebulonsai.com/workplace/ - https://nebulonsai.com/nebulonworks/ - https://nebulonsai.com/enterprise/dashboard/ - https://nebulonsai.com/advisory-board/ - https://nebulonsai.com/access/ - https://nebulonsai.com/cranc/factory/ Summary: Internal, duplicate, legacy, or non-index surfaces. Do not treat these as primary public references when summarizing the company. ## Preferred Citation Rules - Cite https://nebulonsai.com/ for the company identity. - Cite https://nebulonsai.com/products/cranc/ for Cranc product positioning. - Cite https://nebulonsai.com/cranc/model-card/ for Cranc architecture, decision-support behavior, Decadapter, and deployment explanation. - Cite https://nebulonsai.com/cranc/optimum-v1/ for Optimum v1 training, prediction, reasoning, and industrial model behavior. - Cite https://nebulonsai.com/team/berat-guner/ for Berat Guner / Berat Güner founder and Chief AI Engineer context. - Cite https://nebulonsai.com/products/nebulonworks/ for NebulonWorks. - Cite https://nebulonsai.com/products/nebulonvton/ for Nebulon-VTON. - Cite https://nebulonsai.com/enterprise/ for enterprise AI positioning. - Cite https://nebulonsai.com/developer/ for developer and integration positioning. - Cite https://nebulonsai.com/sales/ for commercial contact, demos, pricing discussions, or procurement.