Software studio

We build the software that runs your business.

Data-intensive vertical SaaS, AI integration, and data pipelines, designed, shipped, and operated. Proven across a portfolio of live products.

6+live products shipped
4service lines
Full-stackAPI · web · mobile · infra
What we do

Four ways we build and run software for you.

From a single codebase to a multi-tenant platform. We own the whole stack, so you get one team that ships and keeps it running.

Flagship 01

Vertical & Business SaaS

Bespoke or white-label platforms that run an operation end to end: accounts, billing, payouts, comms, compliance, dashboards. Built multi-tenant from day one.

Proof: GibraltarPM, property management with Stripe payouts & DRE-compliant trust accounting.
02

Data Acquisition & Intelligence

Multi-source scraping that defeats modern bot detection, plus normalization and AI classification, turning the open web into a clean, queryable dataset.

Proof: SCREXODUS + a fused TMDB/TVDB/IMDb/AniList catalog moat.
03

AI / LLM Integration

Recommendation engines, conversational agents, on-prem local-LLM systems, and self-healing automated QA. Practical AI wired into real products.

Proof: a behavioral recommendation engine, a Discord bot line, and the Flow Master self-healing test AI.
04

Full-Stack Product Delivery

Rust APIs, SvelteKit web, Flutter / Capacitor mobile, CI/CD and self-hosted infrastructure, delivered and operated, not just handed off.

Proof: FlickList running in production at scale, and the shttrip mobile app.
Flagship platform

A property-management platform you can license, or we build yours.

GibraltarPM replaces spreadsheets with a complete, multi-tenant operation: rent collection, owner payouts, leases, maintenance, and legally airtight trust accounting. White-label from day one, so it can carry your brand.

  • Tenant payments (ACH & card via Stripe)
  • Owner payouts with approval gates
  • DRE-compliant trust accounting
  • Lease lifecycle & e-signature
  • Maintenance & work orders
  • Twilio voice & SMS, task queues
Get a demo or license →
Multi-tenantWhite-label for multiple operators on one platform
CompliantImmutable journal & three-way reconciliation built in
LiveIn production today, expanding feature depth weekly
Proof, not promises

A portfolio of products we designed, shipped, and run.

Every service line above is backed by something real and in production. A sample:

FlickListEntertainment platform
The most complete entertainment database on the web: TMDB, TVDB, IMDb and AniList fused under one canonical ID, behind a fast Rust API and SvelteKit frontend.
1.3M+ titles · live
NerdMatrix EngineRecommendation AI
A behavioral recommendation engine that profiles taste by how people actually talk about media. Psychology over genre, scored across seven independent pillars.
7.7M comments analyzed
Clock-ItWorktech + self-healing AI
A worker-first time-tracking app, plus Flow Master, an agentic testing system that learns failure patterns and self-heals across a 21-table knowledge base.
Autonomous QA
shttripMobile travel app
A map-first road-trip planner with multi-source POI discovery, live routing, offline sync and shareable trip reports. Rust backend, Flutter app.
iOS & Android
The Bot LineLLM agents
A suite of Discord bots running on local LLMs: conversational discovery, OAuth-based tracking, production health monitoring, and community automation.
Local-LLM powered
How we build

The engine room behind every build.

A shared platform powers each product, so every build starts with proven data, AI, and delivery infrastructure already in place.

Data acquisition

Real-browser automation that beats bot detection, with classification at scale.

SCREXODUS · Puppeteer · PostgreSQL

Applied AI

Recommendation engines and on-prem local-LLM agents wired into products.

Ollama · Qwen · Mistral · pgvector

Self-healing dev

Agentic pipelines that test, learn, and fix, so velocity compounds.

Flow Master · twin-agent CI

Full-stack delivery

Typed Rust backends, modern frontends, and self-hosted infra we operate.

Rust/Axum · SvelteKit · Flutter

Have an operation that runs on spreadsheets?

Tell us what you're trying to build or replace. We'll scope it, show you something real, and either build it for you or license a platform you can run today.