AInovations LLC — AI systems studio

Intelligence,
shipped beautifully.

We design and build AI-driven applications, web experiences, and the infrastructure beneath them — from OSINT dashboards to Android, from frameworks to fleets.

LLM OrchestrationOSINT & GeospatialAndroidEdge Infrastructure
Start a project →See the work

What we do

Four disciplines, one studio.

01

AI-Driven Applications

Products with models at the core, not bolted on. OSINT intelligence dashboards, agentic tooling, and data-dense interfaces that stay fast under load.

  • LLM orchestration
  • OSINT
  • Geospatial
  • Realtime data
02

Web Experiences

Marketing sites and web apps with editorial craft and strict performance budgets. Static-first, edge-deployed, animated with restraint.

  • Astro
  • TypeScript
  • Edge
  • Design systems
03

Infrastructure & DevOps

The unglamorous layer, done right. HA clusters, CI/CD, DNS-to-deploy pipelines, and the operational documentation to actually run them.

  • Cloudflare
  • Proxmox
  • GitHub Actions
  • IaC
04

Frameworks & Tooling

Reusable frameworks for AI-driven development: orchestration ladders, evaluation harnesses, and the gates that keep models honest.

  • Orchestration
  • Eval harnesses
  • Developer tools

Selected work

Proof, not promises.

Flagship

Sightline

Geospatial OSINT intelligence dashboard. Live corridor mapping, layered datasets, and a map that holds frame rate under real data.

  • OSINT
  • Geospatial
  • Maps
  • Realtime
Open source

CallGuard

Android call-screening that puts a rules engine between you and the robocallers. Being open-sourced.

  • Android
  • Kotlin
  • Telecom
ShippedLive demo ↗

FoundryOS

A Linux distribution engineered like a product: atomic snapshots, rollback-safe upgrades, first-party GTK tooling.

  • Linux
  • GTK
  • Systems
In-house

AI Orchestration Frameworks

The frameworks behind our builds: model-ladder orchestration, oracle-gated evaluation, and journals that prove every run.

  • Orchestration
  • Evaluation
  • Automation

How we work

Discipline is the aesthetic.

  1. 01

    Discover

    Pin the outcome before touching the tools. What does done prove, and to whom?

  2. 02

    Design

    Spec before code. Architecture, failure modes, and the oracle that will judge the result.

  3. 03

    Build

    Small, verified increments. Every claim backed by a run, not a narrative.

  4. 04

    Operate

    Ship to the edge, wire the dashboards, write the runbook. Boring operations are a feature.

The studio

AInovations LLC

A generalist AI engineering studio. We like the whole stack: the model, the product around it, and the infrastructure under it. If it needs to be intelligent and it needs to run — that's us.

Stack
Model → product → infrastructure
Shape
Generalist studio, senior only
Base
Remote, edge-deployed