Think outside the box. Take the mystery out of AI, machine learning and security.

Applied AI systems — live on iOS & Android

Three AI apps.
One studio.

BoxSight builds applied-AI mobile products (daily news and research briefings, private on-device expense tracking, and finding places by travel time) with one engineering practice and one release pipeline.

Explore the apps See the architecture
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

Reads receipts, invoices and bills on your phone and turns them into a searchable record of your spending. Scan a document, import a photo or PDF, or share a file into the app: the reading and categorising happen on the device, with no account and no server of ours. Budgets, charts, warranties, tax reports and exports are built in, and the City view shows your spending as a city that thrives or struggles with your budget.

  • Receipts, invoices and PDFs read on the device
  • No account, encrypted on your phone, free
  • Budgets, search, tax reports and CSV/PDF export
  • City view of your spending
Download on theApp Store Get it onGoogle Play
The promise SPEND WELL → THE CITY GROWS
News and research briefings
LIITOS app icon

LIITOS

A daily news and research briefing in four areas, kept separate: AI, Sustainability, Legal and Economics. Follow the areas you want. Each has its own feed from curated sources, a daily briefing, a weekly audio round-up and a monthly video briefing, and every item shows where it comes from and links to the original. AI's briefing is written from the sources and topics you choose.

  • Four areas: AI, Sustainability, Legal, Economics
  • A daily briefing per area, all on one Today page
  • Weekly audio and monthly video for each area
  • Jobs tab, search and saved items; no ads

Legal and Economics carry news and commentary from public sources, not legal or financial advice.

Download on theApp Store Get it onGoogle Play
The promise FOUR AREAS → ONE MORNING BRIEFING
Discovery
Topos app icon

Topos

Nearby places by travel time, not distance. Two taps — what you need plus a travel time, on foot or by car — return matching places on a map and a list, with opening status and one-tap navigation in your maps app. Searching needs no account; a free account adds curated situations, favourites and multi-stop routes you can save and run again.

  • Category + travel-time search, walk or drive
  • Curated situations with a free account
  • Multi-stop routes, saved and re-run
Download on theApp Store Get it onGoogle Play
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.