a Go.
§ Automation with applied AI

Flows that run in production, not demos.

We automate processes with AI agents, RAG over regulations and service orchestration. Measurable results, full audit trail, Chilean Law 21.719 compliance. Implemented and running with clients in organic certification, accounting and cultural management.

§ 01 · four active lines

How we automate today.

These are the patterns we apply in real projects. Each one has live clients paying for the operation.

01

Vertical AI agents

Domain-specific conversational agents. Support for auditors in organic certification, legal-consultation assistants with source citation, administrative agents for producers.

Google GeminiOpenRouterCerebrasDjango integration

↳ In production: Bioaudita, ContabilidadVV

02

RAG over regulations and knowledge bases

Retrieval Augmented Generation with verifiable source citation. Queries to Chilean organic regulations, Law 21.719 compliance, internal corporate documentation.

EmbeddingsPostgreSQL pgvectorSource citationAuditable

↳ In production: Bioaudita ecosystem

03

24/7 flows with orchestration

Automatic processes connecting APIs, databases and external services. Acumbamail (email), WhatsApp Cloud API, Telegram, Google Workspace, ticket-system integrations.

Celery + RabbitMQRedisCloud queuesWebhook listeners

↳ In production: Tcultura, Linki

04

Intelligent task assignment

Systems that distribute workload (auditors, human agents, resources) based on availability, specialty and business rules. AI assists; humans validate.

Constraint modelingRules + MLAudit trail

↳ In production: Bioaudita auditing

§ 02 · how we charge

Public prices, no consultative sales.

Exact quote after a 20-minute conversation. No surprises mid-project.

  • Initial setup · project

    Discovery + integration + contextual training

    from 80 UF + VAT
  • Monthly operation plan

    Hosting + iteration + support

    from 15 UF/month + VAT
  • Existing flow audit

    Technical diagnosis + improvement roadmap

    from 30 UF + VAT
§ FAQ

About automation

If your question isn't here, email us at hola@ago.cl or via WhatsApp.

01 What is the difference between applied AI and traditional RPA?

RPA replicates a process step by step without understanding content. An AI agent understands text, documents, regulations and decides with context. At Bioaudita we use both: RPA for routine data sync, AI agents to validate documents against organic regulations and propose non-conformities.

02 When does it NOT make sense to automate?

When the process changes weekly and is not yet stable, when volume is low (less than 50 executions/month), or when legal responsibility requires direct human decision. We say so before quoting.

03 How is ROI measured?

We agree on metrics before setup: hours/month saved, errors avoided, response time to customers. We measure before and after. If they do not move, we rethink the flow.

04 Who operates the system in production?

Two models. (1) aGo operates and maintains, client pays a monthly plan. (2) Technical transfer to the client team with documentation, training and source code delivered. We tell you which suits you based on your internal team.

05 Does it comply with Chilean Law 21.719 on data protection?

Yes. We design flows with audit trail, ARCO+, granular consent and data minimization. For regulated sectors we also apply specific frameworks (organic SAG, accounting SII, health as applicable).

§ next

What process in your company repeats the same person-hour month after month?

If it runs more than 50 times, it can almost always be automated with measurable ROI. Let's talk.

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