{
  "name": "INI8 Labs",
  "description": "INI8 Labs builds and operates the platforms production AI runs on: GPU and inference platforms, data platforms and the AI applications on top. One team, in your cloud, your data centre or fully air-gapped.",
  "engagement": "Engage INI8 Labs for one layer or the whole stack. Start with a 45-minute discovery call.",
  "deployment_environments": [
    "Cloud",
    "On-premises",
    "Air-gapped"
  ],
  "services": [
    {
      "id": "platform",
      "name": "Inference & GPU Platforms",
      "description": "Multi-tenant inference and GPU services on NVIDIA, AMD and other accelerators, on a cloud and Kubernetes platform we build and operate.",
      "url": "https://ini8labs.tech/services/inference-gpu-platforms/"
    },
    {
      "id": "sovereign",
      "name": "Private AI Infrastructure",
      "description": "Open models on your own hardware, on-premises or fully air-gapped, with the Sovereign Platform and the AI Control Plane.",
      "url": "https://ini8labs.tech/services/private-ai-infrastructure/"
    },
    {
      "id": "data",
      "name": "Data Engineering & Analytics",
      "description": "Pipelines, lakehouses and dashboards with quality gates and lineage, so data is ready for models and for decisions.",
      "url": "https://ini8labs.tech/services/data-engineering-analytics/"
    },
    {
      "id": "ai",
      "name": "Applied AI",
      "description": "Knowledge search, AI agents and workflow automation on your data and tools, with evaluation, access controls and LLM observability.",
      "url": "https://ini8labs.tech/services/applied-ai/"
    },
    {
      "id": "assess",
      "name": "AI Readiness Assessment",
      "description": "A one-to-two-week review of your infrastructure, data and AI opportunities, ending in prioritised use cases and a practical delivery plan.",
      "url": "https://ini8labs.tech/services/ai-readiness-assessment/"
    }
  ],
  "case_studies": [
    {
      "title": "Video intelligence, fully offline",
      "sector": "Security technology",
      "client_context": "An a16z-backed security-technology company that needed surveillance AI with no internet connection.",
      "outcome": "Video AI that runs where the cameras are.",
      "url": "https://ini8labs.tech/case-studies/smart-video-intelligence-secure-environments/"
    },
    {
      "title": "AI coaching that remembers",
      "sector": "Education & coaching",
      "client_context": "A coaching network with 25 years of in-person centres across Germany.",
      "outcome": "A coaching assistant people come back to.",
      "url": "https://ini8labs.tech/case-studies/ai-powered-coaching-platform/"
    },
    {
      "title": "Content reporting, automated",
      "sector": "Media & digital",
      "client_context": "A digital publisher whose shows earn billions of impressions across social platforms.",
      "outcome": "Reporting that runs itself.",
      "url": "https://ini8labs.tech/case-studies/media-analytics-content-decision-automation/"
    },
    {
      "title": "Revenue reporting in days",
      "sector": "Manufacturing",
      "client_context": "A manufacturer that could not tell whether revenue moved on price, volume or product mix.",
      "outcome": "Revenue reporting in days, not months.",
      "url": "https://ini8labs.tech/case-studies/price-volume-mix-analytics-lakehouse/"
    },
    {
      "title": "Model-ready data, right after close",
      "sector": "Consumer goods",
      "client_context": "A global consumer goods company waiting weeks after each quarter close for model-ready marketing data.",
      "outcome": "Model-ready data, right after quarter close.",
      "url": "https://ini8labs.tech/case-studies/marketing-data-hub-databricks/"
    },
    {
      "title": "Connecting families and care teams",
      "sector": "Healthcare",
      "client_context": "A network of therapy centres supporting children with autism and their families.",
      "outcome": "Families and care teams on one platform.",
      "url": "https://ini8labs.tech/case-studies/technology-for-purpose-driven-impact/"
    },
    {
      "title": "Cash operations in near real time",
      "sector": "Financial operations",
      "client_context": "A cash-management provider with distributed operations and IoT-connected cash-counting machines.",
      "outcome": "One operational view across every cash centre.",
      "url": "https://ini8labs.tech/case-studies/cash-centre-operational-analytics/"
    },
    {
      "title": "One view of campaign performance",
      "sector": "Mission-driven organisations",
      "client_context": "An analytics platform that tracks fundraising campaigns and audiences for mission-driven organisations.",
      "outcome": "Campaign data in one reliable view.",
      "url": "https://ini8labs.tech/case-studies/data-integration-deeper-insights/"
    }
  ],
  "contact_url": "https://ini8labs.tech/contact/",
  "human_website": "https://ini8labs.tech/",
  "guide_url": "https://ini8labs.tech/llms.txt",
  "certifications": [
    "ISO/IEC 27001:2022 certified",
    "SOC 2 Type II certified"
  ],
  "capabilities": [
    {
      "name": "Infrastructure",
      "description": "Build and operate cloud, on-premises and air-gapped platforms."
    },
    {
      "name": "Data engineering",
      "description": "Connect systems and deliver reliable data for analytics and AI."
    },
    {
      "name": "Applied AI",
      "description": "Build knowledge search, AI agents and automation around business workflows."
    }
  ],
  "platform_projects": [
    {
      "id": "video",
      "title": "Video surveillance",
      "environment": "Air-gapped",
      "client_context": "An a16z-backed security-technology company",
      "summary": "An air-gapped video AI platform for an a16z-backed security-technology company: live camera streams on shared NVIDIA GPUs, with no internet connection.",
      "url": "https://ini8labs.tech/work/air-gapped-video-ai/"
    },
    {
      "id": "distributed-gpu",
      "title": "Decentralised GPU as a service",
      "environment": "Decentralised",
      "client_context": "A startup",
      "summary": "A decentralised GPU cloud for a startup: GPUs from independent providers, verified, scheduled and metered as one service.",
      "url": "https://ini8labs.tech/work/decentralised-gpu-cloud/"
    },
    {
      "id": "edge-gpu",
      "title": "GPU as a service",
      "environment": "On-premises",
      "client_context": "A $2B edge-AI company",
      "summary": "An on-premises, multi-tenant GPU cloud for a $2B edge-AI company: NVIDIA GPUs shared by many teams through self-service, quotas and metering.",
      "url": "https://ini8labs.tech/work/gpu-as-a-service/"
    },
    {
      "id": "inference",
      "title": "Inference as a service",
      "environment": "Bare metal",
      "client_context": "An AI API provider serving two of India’s largest consumer-internet apps",
      "summary": "The inference platform behind a commercial AI API, designed, built and operated for an AI API provider serving two of India’s largest consumer-internet apps.",
      "url": "https://ini8labs.tech/work/inference-as-a-service/"
    },
    {
      "id": "nodes",
      "title": "Node as a service",
      "environment": "Multi-region",
      "client_context": "A blockchain company",
      "summary": "A multi-region node-as-a-service platform for a blockchain company: full, archive and validator nodes across cloud and bare metal.",
      "url": "https://ini8labs.tech/work/blockchain-node-platform/"
    },
    {
      "id": "database",
      "title": "Database as a service",
      "environment": "Sovereign cloud",
      "client_context": "A German cloud provider",
      "summary": "A sovereign-cloud PostgreSQL service for a German cloud provider: self-service clusters with high availability and point-in-time recovery, all inside the EU.",
      "url": "https://ini8labs.tech/work/database-as-a-service/"
    }
  ],
  "project_content_notes": {
    "source": "INI8 Labs platform projects, October 2026",
    "client_names": "Anonymized",
    "visuals": "Illustrative generated imagery; service models are conceptual",
    "engineering_spotlight": "The inference project page includes reported production results from platform metering, as of 28 October 2026. These are not an uptime SLA."
  },
  "products": [
    {
      "name": "Infer8",
      "description": "Inference platform family: run any model, on any hardware, as a service. Available as Infer8 Blueprint, Infer8 Stack (self-hosted) or Infer8 Cloud (managed).",
      "url": "https://ini8labs.tech/services/inference-gpu-platforms/"
    },
    {
      "name": "Sovereign Platform",
      "description": "A security-hardened, 100% open-source private cloud on your own hardware, from bare metal to production in a week; on-premises or air-gapped.",
      "url": "https://ini8labs.tech/services/private-ai-infrastructure/"
    },
    {
      "name": "AI Control Plane",
      "description": "Production inference for open models on your own GPUs, inside your perimeter: served, governed and observed on Kubernetes.",
      "url": "https://ini8labs.tech/services/private-ai-infrastructure/"
    }
  ],
  "primary_action": "Book a 45-minute discovery call: gourav@ini8labs.tech",
  "sitemap_url": "https://ini8labs.tech/sitemap.xml",
  "industries": [
    {
      "id": "ai-platforms",
      "name": "AI & GPU Platforms",
      "audience": "GPU clouds & inference providers",
      "description": "The multi-tenant platform around your models and accelerators: API, tenancy, routing, metering and billing, with day-2 operations included.",
      "url": "https://ini8labs.tech/industries/ai-gpu-platforms/"
    },
    {
      "id": "sovereign",
      "name": "Sovereign AI",
      "audience": "Public sector & regulated teams",
      "description": "AI on your own hardware, on-premises or fully air-gapped, for teams that cannot send data to a hosted model.",
      "url": "https://ini8labs.tech/industries/sovereign-ai/"
    },
    {
      "id": "manufacturing",
      "name": "Manufacturing",
      "audience": "Manufacturing & consumer goods",
      "description": "Sales, operations and marketing data turned into reporting finance trusts and tables models can use.",
      "url": "https://ini8labs.tech/industries/manufacturing/"
    },
    {
      "id": "media",
      "name": "Media & Digital",
      "audience": "Publishers & creator businesses",
      "description": "Platform metrics extracted automatically and archives searchable by meaning, for publishers and creator businesses.",
      "url": "https://ini8labs.tech/industries/media-digital/"
    },
    {
      "id": "healthcare",
      "name": "Healthcare",
      "audience": "Care delivery & health data",
      "description": "Shared care records, less administration and release pipelines that produce audit evidence as they run.",
      "url": "https://ini8labs.tech/industries/healthcare/"
    },
    {
      "id": "education",
      "name": "Education",
      "audience": "Learning, coaching & edtech",
      "description": "AI coaching and learning analytics that remember context and stay available as usage grows.",
      "url": "https://ini8labs.tech/industries/education/"
    }
  ]
}