Applied AI systems — live on iOS & Android

Three AI apps.
One studio.

BoxSight builds applied-AI mobile products (news intelligence, expense tracking, sustainability research and time-based discovery) with one engineering practice and one release pipeline.

The foundation

Built to ship, not to demo.

One engineering practice. One release pipeline. One sign-in service for the apps with accounts, while SpendCity keeps your data on your phone.

[ONE PRACTICE]

One way of building

The apps share an engineering practice and a release pipeline. LIITOS and Topos use one sign-in service; SpendCity has no account and keeps its data on the device.

[5-LLM CONSENSUS]

Multi-model AI consensus

A cross-review engine queries five LLMs in parallel to validate AI output and surface disagreement, reducing single-model failure across the ecosystem.

[STORE-NATIVE]

Native on both stores

Each product ships as a real iOS and Android app, not a wrapper — published and downloadable from the App Store and Google Play today.

Product ecosystem — 03 live

A focused product ecosystem.
Same stack, different craft.

Three shipping apps, each solving a focused problem with applied AI.

Personal finance
SpendCity app icon

SpendCity

Smart expense tracking. Snap a receipt and AI OCR categorizes it automatically — then visualizes your spending as a living city that grows or struggles with your habits.

  • AI OCR receipt scanning
  • Automatic categorization
  • Living-city spending metaphor
The promise SPEND WELL → THE CITY GROWS
News and research intelligence
LIITOS app icon

LIITOS

AI news briefings and sustainability research in one app, kept as separate sections. The briefings section brings daily AI briefings, AI audio episodes several times a week, a weekly deep dive and a monthly video briefing; the sustainability section brings research from university-affiliated feeds, a weekly podcast and a monthly video briefing.

  • Daily AI briefings + weekly podcast
  • Sustainability research section
  • Monthly AI video briefings

Coming from LIITOS-AI? Sign in to LIITOS with your existing LIITOS-AI email and password. Your account and saved items have moved.

The promise NEWS + RESEARCH → ONE APP
Discovery
Topos app icon

Topos

Nearby places by time, not distance. Two taps — a category plus a time radius — return matching spots with AI-generated labels, ready-made situation bundles, and multi-stop trip chaining.

  • Category + time-radius search
  • AI situation bundles
  • Multi-stop trip chaining + share
The promise TWO TAPS → THE CITY BY TIME
Deep dive — production stack

One production stack.
Zero wrappers.

From ingestion to app, the apps are built the same way and ship through one release pipeline.

[AUTH]

One sign-in service

LIITOS and Topos accounts use one sign-in service. SpendCity needs no account.

[VEC]

Vector-native

Vector search with hybrid ranking and source attribution.

[5×LLM]

Validated outputs

Five models cross-review in parallel. Disagreements surfaced, not hidden.

[SHIP]

Actually shipped

Real native binaries on both stores. No wrappers, no PWAs.