Ethical Food Intelligence

The Ethical Food Intelligence Engine

Transforming opaque industrial data into structured consumer sovereignty. BOTIA decodes what the food industry deliberately obscures.

The Invisible Engine for Category-Defining Autonomy.

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BOTIA
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77%
Products show ingredient opacity — NL 2026
3s
Average full-pipeline latency
104
Real products analyzed
4
Languages supported
The Crisis

The 77% Opacity Crisis

77

of products analyzed show ingredient opacity. 104 products in Dutch supermarkets, April 2026. Preliminary dataset.

65% — The Natural Flavours alibi

Opacity hides behind a reassuring label. 'Natural' means unverifiable.

20% — Complex additives (E471/E472)

Derived from animal or plant fats processed beyond recognition.

Generic AI hallucinates origins

Existing tools fabricate certainty. BOTIA returns only verified verdicts.

🌐
Global Capture
Ingesting complex variables without social friction
→
⬡
Structured Processing
Filtering ambiguity through dedicated neural networks
→
◈
Validated Verdict
Returning a definitive Choice, restoring personal autonomy

BOTIA is not an app that tells you what to do.

It is a beacon in the dark. When industry hides truth in opaque formulas, BOTIA puts them in a transparent jar.

Proprietary Architecture

The 3-Layer Firewall

Three independent stages ensuring no hallucination can reach the user.

LAYER 01 — EXTRACTION
Blind OCR Multi-Alphabet Vision
Reads labels in any script. Captures before it judges.
LAYER 02 — SANITIZATION
Nomenclature Normalization & Injection Shield
Converts industrial synonyms. Blocks adversarial inputs.
LAYER 03 — THE ORACLE
Deterministic Rule Engine
Strict rule-based logic. No hallucinations — a clear, auditable decision.
Performance Scorecard
3s
Latency
Average full-pipeline processing time
Zero
Footprint
No photo saved. No identity tracked.
104
Products
Real supermarket products analyzed
4
Languages
EN, ES, NL, AR natively supported
Capability
Traditional AI
BOTIA
Data structure
Unstructured
Synthesized & structured
Language reach
Monolingual
Native multicultural
Transparency
Black box
Transparent & auditable
Revenue Ecosystem

Access BOTIA

B2C Basic
€2.99
per month
  • Label scan & verdict
  • 4 native languages
  • Zero-footprint policy
  • Mobile app access
B2C Plus
€4.99
per month
  • Everything in Basic
  • Extended history
  • Priority processing
  • Dietary profile
B2C Family
€7.99
per month
  • Up to 5 profiles
  • Individual rules
  • Shared history
  • All Plus features
B2B Integration
€30
per unit / month
  • API licensing
  • Full engine access
  • Supply chain intel
  • Custom integration

The Data Network Effect

Every scan maps the opacity of the supply chain. Your choice becomes the next user's clarity.

Future Evolution

The Trajectory

Now
MVP Live
GCP serverless live. 3s latency. 4 languages. Zero-footprint active.
2026
Dataset Consolidation
Multilingual dataset enrichment at scale. B2B API pilots.
2027
Global Deployment
B2B API integrations across retail and food service.
Future
AR Wearables
From smartphones to AR glasses for passive dietary navigation.
Solo Execution

Built by One

P

Paloma Garcia Muley

Founder & Solo Engineer
  • 0-to-1 build of GCP serverless architecture and deterministic engine
  • Structural AI data background — Appen
  • Multilingual: Spanish, English, Dutch, Arabic
  • Full-stack ownership: architecture, datasets, product, GTM
LinkedIn ↗ Contact ↗

Reclaim Your Food Sovereignty

Send an email to receive the app test or full documentation. Your choice, your data, your freedom.

Request App Test Request Documentation
servicehub.botia@gmail.com