Systems Intelligence & Product Engineering

First-Principles Engineering. Not assembled from APIs.

Lumior is a product startup. We build AI-powered software — mobile apps, enterprise platforms, and security systems — that we own, operate, and grow. Every model and every line of infrastructure is ours.

See our work Talk to us

Specialized Verticals (5 Core Technology Pillars)

Zero-Trust

Cryptographic Architecture (Zero Retention)

99.99%

High-Availability Uptime SLA

<100ms

Sub-millisecond Latency / 24/7 Operations

PRODUCT LINES

Nine product lines.
One mission.

Each product line pushes the frontier of its domain — built, owned, and operated entirely by Lumior.

01 / 09 Lumior Cortex

Custom AI models

We train and deploy models on your data, in your infrastructure. Deterministic neural architectures with zero third-party dependencies.

Edge Inference Computer Vision Custom Training

02 / 09 Lumior Lingua

Private language models

Domain-specific LLMs that run in your environment with custom transformer fine-tuning. Your data never leaves.

Private RAG Fine-Tuning Zero Leakage

03 / 09 Lumior Forge

Apps that ship

iOS, Android, and web — built for real scale, high concurrency, and low latency.

Native iOS / Android Real-Time Design Systems

04 / 09 Lumior Vitalis

Healthcare software

HIPAA-compliant systems built for clinical teams, featuring end-to-end cryptographic encryption.

HIPAA FHIR / HL7 E2E Encrypted

05 / 09 Lumior Scholar

EdTech platforms

Adaptive learning software built on knowledge graphs and deterministic cognitive evaluation.

Adaptive Learning Knowledge Graphs Analytics

06 / 09 Lumior Realm

Games & simulations

Real-time interactive environments in Unreal and Unity. Physics, performance, and spatial computing.

Unreal Engine 5 Physics Spatial Computing

07 / 09 Lumior Spark

Social & dating apps

Matching algorithms and social graphs built for high concurrency and cryptographic private messaging.

Graph Algorithms Anti-Fraud Private Messaging

08 / 09 Lumior Nexus

Community platforms

Distributed feeds and content streaming engineered for millions of concurrent users without central bottleneck.

Distributed Feeds Creator Economy Moderation

09 / 09 Lumior Sentinel

Security systems

Zero-trust architecture, AES-256-GCM encryption, and deterministic threat detection for enterprise security.

Zero-Trust AES-256-GCM SOC2 / HIPAA

TOOLCHAIN & RUNTIME

First-principles
engineering stack.

Inspect our production runtime environments. Built with Rust, PyTorch, Docker, and Kubernetes for sub-millisecond inference and verifiable cryptographic security.

// Lumior Cortex: Low-latency deterministic neural inference engine
use lumior_cortex::{Tensor, Engine, Quantization};

pub struct InferencePipeline {
    model: Engine,
    device: TargetDevice,
}

impl InferencePipeline {
    pub fn new(weights_path: &str) -> Self {
        let model = Engine::load_weights(weights_path, Quantization::Int8)
            .expect("Failed to load proprietary checkpoint");
        Self { model, device: TargetDevice::Cuda }
    }

    pub async fn infer_batch(&self, input: Tensor) -> Result<Tensor, InferenceError> {
        let latency_start = Instant::now();
        let output = self.model.forward(&input).await?;
        telemetry::record_metric("inference_ms", latency_start.elapsed().as_millis());
        Ok(output)
    }
}

// Lumior Sentinel: Zero-Trust Cryptographic Token Validator
use ed25519_dalek::{PublicKey, Signature, Verifier};

pub fn verify_client_session(
    token_bytes: &[u8],
    signature: &Signature,
    public_key: &PublicKey
) -> Result<Claims, SecurityError> {
    // Cryptographic proof verification without centralized auth authority
    public_key.verify(token_bytes, signature)?;
    let claims = Claims::parse_deterministic(token_bytes)?;
    if claims.is_expired() {
        return Err(SecurityError::ExpiredSession);
    }
    Ok(claims)
}

// Lumior Distributed Orchestration: Kubernetes & Docker runtime config
apiVersion: apps/v1
kind: Deployment
metadata:
  name: lumior-inference-cluster
  namespace: production
spec:
  replicas: 12
  strategy:
    rollingUpdate:
      maxSurge: 25%
      maxUnavailable: 0
  template:
    metadata:
      labels:
        app: cortex-runtime
    spec:
      containers:
      - name: neural-worker
        image: lumior/cortex-runtime:v2.4.0
        resources:
          limits:
            nvidia.com/gpu: 2
            memory: "32Gi"
            cpu: "8"

Rust PyTorch TensorFlow TypeScript Python Go Flutter Swift Kotlin React Docker Kubernetes Unreal Engine 5 Unity AWS GCP Rust PyTorch TensorFlow TypeScript Python Go Flutter Swift Kotlin React Docker Kubernetes Unreal Engine 5 Unity AWS GCP

HOW WE BUILD

We write
the code ourselves.

First-Principles Engineering

Research First protocol layer architecture. 100% code ownership with no black boxes, no vendor lock-in, and zero outsourced dependencies at scale.
Absolute Data Sovereignty

Zero-Retention security built to last. We never sell user data, log queries, or share customer telemetry. Air-gapped deployments available.
Relentless Craft & Purpose

Ship with Purpose. Sub-100ms response times and sub-60fps fluid interfaces are the baseline floor we build all products upon.

THE DIFFERENCE

First-principles vs.
thin wrappers.

Why startups and enterprises choose Lumior's bespoke engineering over outsourced agencies and superficial AI integrations.

ENGINEERING DISCIPLINE

First-Principles vs Thin AI Wrappers

Lumior designs and trains proprietary neural models from the ground up. We never repackage third-party API prompts as proprietary technology.

No dependency on closed vendor rate limits, uptime vulnerabilities, or changing API pricing models.

CODE SOVEREIGNTY

100% Code Ownership vs Outsourced Dev Shops

Every model, algorithm, and backend system is built by our engineers. You get complete code ownership and intellectual property with zero black boxes.

Zero agency handoffs, zero outsourced code decay, and zero hidden vendor lock-in at scale.

SECURITY & COMPLIANCE

Zero-Retention Privacy vs Public Cloud Logging

Our enterprise products run inside private VPC or air-gapped environments with cryptographic zero-trust architectures and zero telemetry retention.

Strict enterprise privacy: customer data is never retained, logged, or used for model training.

SHIPPED

Things we've
actually built.

Live products. Real users. These aren't case studies — they're software running in production right now.

Live on Play Store Android · iOS

CONNECT

Join us as we build
the next generation.

Whether you're an investor, an early adopter, or a potential team member — we'd love to connect. Drop us a message and let's start a conversation.

hello@lumior.io