Applied AI systems — live on iOS & Android

Four AI apps.
One intelligent stack.

BoxSight builds applied-AI mobile products on a single shared backend — news intelligence, expense tracking, sustainability research, and time-based discovery.

The foundation

Built to ship, not to demo.

One backend. One auth layer. One deployment pipeline. Four products sharing everything that matters.

[ONE STACK]

One backend, four products

Every app runs on the same production stack — PostgreSQL + pgvector, FastAPI, and Redis — with shared authentication and a common deployment pipeline.

[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 — 04 live

A focused product ecosystem.
Same stack, different craft.

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

News intelligence
LIITOS-AI app icon

LIITOS-AI

AI news briefings. Ingests 30+ curated sources daily and generates structured, high-signal intelligence through vector search and LLM reasoning.

  • 30+ curated sources ingested daily
  • Vector search + LLM cross-check
  • Consensus: 5-model validation
The promise 30+ SOURCES → ONE BRIEFING
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
Sustainability research
LIITOS app icon

LIITOS

Sustainability research, distilled. Aggregates 20+ university-affiliated feeds into weekly AI video briefings, trend detection, researcher profiles, and threaded discussion.

  • Weekly AI video briefings
  • Trend detection + anomaly alerts
  • Researcher directory + threads
The promise 20+ FEEDS → THE WEEKLY SIGNAL
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, every layer is shared across products — one backend, one auth layer, one deployment pipeline.

[AUTH]

Shared auth

One JWT with device binding. SSO across apps, per-app entitlements.

[VEC]

Vector-native

PostgreSQL + pgvector with hybrid search 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.