Ecosystem · Organic certification

Bioaudita's digital ecosystem, built by aGo lab.

Bioaudita is a Chilean organic certifier. They hired us to design and build their entire digital ecosystem: five integrated products covering everything from public quoting to field inspection, with AI assistance at every stage, Chilean Law 19.799 digital signature, and open statistical analysis over public SAG data. The ecosystem is in operation.

5 integrated products · bioaudita.cl ↗

Ecosystem architecture

Five services talking to each other.

The core is bioaudita.cl, which integrates RAG over Chilean organic regulations and intelligent auditor assignment. The satellite services cover AI agents for producers, an inputs catalog with conversational AI, an open statistical analysis portal (k-anonymity over SAG data) and a mobile field inspection app. All share authentication, audit trail and R2 storage with workspace isolation.

5 integrated products

Each product covers a flow stage.

№ 01

Bioaudita.cl

bioaudita.cl ↗

Certification core: 20 states, public quoter, project management, RAG assistant for technical queries, intelligent auditor assignment

Modular Django monolith with 40+ models in decoupled apps. RAG assistant for queries over Chilean organic regulations with source citation. Auditor assignment supported by AI based on workload, availability and specialty. Public quoter with Turnstile, Google Maps for inspection, integrated digital signature, PDF generation with QR, Flow, Transbank and Fintoc integrations.

Stack

Django 5.2
DRF
PostgreSQL 17 + PostGIS
Celery
RabbitMQ
Redis
pyHanko
Cloudflare R2
RAG

№ 02

ia.bioaudita.cl

ia.bioaudita.cl ↗

AI agents for producers and auditors

AI agents that organic producers can use to assist with routine field tasks: records, administrative management, automatic document validation. Reduces hours of manual work to minutes. Source citation and traceability.

Stack

Python
Google Gemini
Agentes conversacionales
Integración Django

№ 03

datainsumos.bioaudita.cl

datainsumos.bioaudita.cl ↗

Organic inputs catalog with conversational AI

Platform of approved organic inputs with conversational AI so the user can query which inputs may be used, under what conditions and under what regulation. Feeds the core quoting engine with dynamic prices per operator, international factor and margins.

Stack

Django
PostgreSQL
IA conversacional

№ 04

datalab.bioaudita.cl

datalab.bioaudita.cl ↗

Open statistical analysis portal of the Chilean organic ecosystem

Open-source analytics platform over public SAG and ODEPA data. Applies k-anonymity (k≥5) to protect individual producers, HHI/Gini indices, Lorenz curve, χ² tests with Holm-Bonferroni correction, robust deduplication and SHA256 provenance signatures. CC-BY 4.0 license. Feeds the ecosystem and is fed by it.

Stack

Django
PostgreSQL
PostGIS
k-anonimato
Estadística inferencial

№ 05

puntotrack.bioaudita.cl

puntotrack.bioaudita.cl ↗

Mobile app to validate organic labeling in the field

Mobile scanner that orients consumers and auditors on organic labeling validity. Disconnected entry, sync when back in coverage, partial on-device AI validation. Published on Google Play.

Stack

Flutter
Android (Google Play publicada)
API Django

What makes the ecosystem powerful

Declared technical capabilities, no marketing.

01
RAG assistant for queries over Chilean organic regulations with source citation.
02
Intelligent auditor assignment based on workload, availability and specialty.
03
AI agents for producers: records, administrative management, document validation.
04
Conversational AI over the approved organic inputs catalog.
05
Open statistical analysis on public SAG data with k-anonymity (k≥5), HHI, Gini, Lorenz indices, χ² tests with Holm-Bonferroni correction and SHA256 signatures.
06
Integrated Chilean Law 19.799 digital signature with pyHanko and Smallstep CA.
07
Modular Django architecture: 40+ models in decoupled apps, multi-tenant with workspace isolation.
08
Flow, Transbank and Fintoc integrations for payments. Public quoter protected with Cloudflare Turnstile.
09
Android mobile app with disconnected entry and sync when back in coverage.
10
PDF generation with traceable verification QR and source-cited documents.

Replicability

Does your vertical need an ecosystem like this?

The BioAudita pattern applies to any vertical with strong compliance and multi-stage processes: tech agriculture, health, education, retail with traceability, cultural management. aGo builds similar ecosystems with the same technical depth.

Build one for my vertical → Visit BioAudita

BioAudita Ecosystem · FAQ

Frequently asked questions

If your question isn't here, email us at [email protected] or via WhatsApp.

01 Can you replicate BioAudita for another vertical?

Yes. The pattern is replicable: modular Django monolith plus decoupled apps plus satellite services per need (AI, mobile, analytics, digital signature). What changes is domain logic. Candidate verticals: tech agriculture, health, education, retail with strong compliance, cultural management.

02 Is it open source?

No. BioAudita is custom development for the client. But knowledge, patterns and architectural decisions are applicable to your project if you bring it to aGo.

03 How long to build something like this?

For a 5-product integrated ecosystem with Law 19.799 compliance, digital signature, AI documents and mobile app: 6 to 12 months from discovery to operational production. Real timing depends on business scope.

04 What about client data?

Workspace isolation, at-rest encryption in Cloudflare R2, full audit trail, total exportability. Client owns their data and can retrieve it anytime.