---
title: AI agent technology that doesn't make things up | Abbiamo.ai
description: "How we avoid what the market calls hallucinations: AbbiAI, sources in a fixed order, the seven consoles of Abbi Studio and integration with your systems."
---

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AI agent technology

# How it works and how it is governed.

Abbie · speaking

Abbie runs on AbbiAI: the right model, the authorized source and the right tool for each task.▍

[Let's talk about your operations →](https://abbiamo.ai/en/contact) [See the sovereignty levels](https://abbiamo.ai/en/solutions/data-sovereignty)

01AbbiAI, the engine

## The right model for each task.

AbbiAI decides which model, which source and which tool to use at each moment. It is neither a proprietary foundation model nor an additional offer: it is the engine behind the seven offers.

- Design principle
  
  ### Selection by task
  
  First, which model is enough for the accuracy, latency and context the task requires? Then, which one allows the sovereignty level the case requires? The lightest model that is enough also consumes less energy and water.
- Design principle
  
  ### Vendor independence
  
  The architecture separates the entity, the profiles and the deployments from the model vendor and from the connected systems.
- Design principle
  
  ### Authorized sources
  
  Each connected system is declared as an authorized source for specific data types, with a validity period.

Design principles and requirements. The delivered capability is specified in each implementation.

02Abbi Studio

## Seven consoles. Through configuration, not code.

A business expert governs Abbie and Caddie without touching the model. Configuration cascades down: no lower level can relax what the level above sets.

1. Console
   
   ### Entity
   
   Who the AIE agent is for each client: identity, personality, voice, global rules and regulatory framework.
2. Console
   
   ### Training
   
   What it knows and what it can do: sources, intents, procedures, permitted actions and test suite.
3. Console
   
   ### Deployment
   
   What it has to achieve, with whom, where and when: objective, audience, script, channels, scheduling and compliance.
4. Console
   
   ### Evaluation
   
   What it achieved and what gets corrected: dashboard, AI review, human scoring, alerts and approved learnings.
5. Console
   
   ### «Actions»
   
   Which operations exist and with what maximum limits. Only Abbiamo.ai publishes them.
   
   [See the seven consoles →](https://abbiamo.ai/en/abbi-studio#consolas)
6. Console
   
   ### «Tasks»
   
   Abbi Tasks combine published «Actions» into a sequence with a verifiable outcome; they are composed by Abbiamo.ai, partners and their clients.
   
   [Meet Abbi Tasks →](https://abbiamo.ai/en/abbi-tasks)
7. Console
   
   ### «Flow»
   
   Chains «Tasks» into a complete process, with conditions, detours and the point where a person steps in. A «Flow» never expands what its «Tasks» and «Actions» allow.
   
   [Meet Abbi Flow →](https://abbiamo.ai/en/abbi-flow)

03Why Abbie does not make things up

## The model writes. The rules decide.

When a language model doesn't know something, it fills the gap with something that sounds right: this is what the market calls hallucinations. In a bank or a hospital that is not a matter of style: it is a compliance failure. That is why, before answering, Abbie checks the sources in a fixed order and stops at the first one that has the data. A price, a balance, a rate, a deadline or a policy never comes from the open internet or from the model's memory. Every answer is recorded with the source that backed it.

1. Level 1
   
   ### Your databases
   
   What your data says right now, including the deployment's data: its customer base, its offers and its script. Example: a card balance or the status of a policy, as they stand today.
2. Level 2
   
   ### Your knowledge base
   
   Manuals, policies and rates your company approved, with a validity period. Example: this quarter's fee table. If the document has expired, it is not used.
3. Level 3
   
   ### Your connected applications
   
   Apps, microapps and management software your company operates with. Example: the available slots in the calendar or the reference number of a request in progress.
4. Level 4
   
   ### Authorized official websites
   
   Only by exception and when at least three agree. Never for a price, a rate or a balance. Example: the requirements for a government procedure or the financial authority's calendar of non-business days.
5. Level 5
   
   ### The route you configure
   
   If there is no backing, it says so and follows the configured route: a human agent or a rerouting process. Example: a customer asks for a rate that is not in any approved source. Abbie does not estimate it: she passes it to an advisor and tells the customer when they will get an answer.
   
   [See the full hierarchy in Abbi Studio →](https://abbiamo.ai/en/abbi-studio#jerarquia)

The substance of every answer is deterministic: which sources, in what order, which data and when to stay silent. The wording may vary.

04The seven skills

## The emotional and the ethical are set in the entity. The cognitive is fine-tuned in each task.

- 1
  
  ### Cognitive
  
  Understands, remembers and diagnoses, anchored in approved data.
- 2
  
  ### Metacognitive
  
  Knows when it doesn't know; says so or escalates.
- 3
  
  ### Linguistic
  
  Converses clearly, handles objections and steers toward the objective.
- 4
  
  ### Creative
  
  Adapts the form and combines approved options; never makes up the substance.
- 5
  
  ### Emotional
  
  Functional empathy and self-control; never fakes emotions or uses them to pressure.
- 6
  
  ### Moral and ethical
  
  Explicit, auditable rules that no one relaxes.
- 7
  
  ### Autonomous
  
  Decides the next step and executes —or prepares— with Abbi Actions.

05Integration

## Talks on any channel. Acts in your systems.

An AIE agent is not a system: it works with yours. An intermediate layer with unique names: behind it, the work is done with what the client has, with what Abbiamo.ai provides or with a mix. Changing vendors does not touch the entity or the deployments.

- Actions
  
  ### Client system
  
  When the client has the system and exposes an interface; for example, checking a balance in its collections system.
- Actions
  
  ### Catalog microapp
  
  When the client does not have the system or does not expose it; for example, generating and sending a payment link.
  
  [Custom microapps →](https://abbiamo.ai/en/services/microapps)
- Actions
  
  ### Mixed
  
  One part lives with the client and another in the microapp; for example, recording the agreement and generating its document.
- Contact channels
  
  ### The ones you already use
  
  Voice, WhatsApp, web chat, email, SMS and social media, depending on what each implementation enables.
- Connectors
  
  ### Protected credentials
  
  Each connected system is registered with encrypted credentials that are never displayed.
- Language
  
  ### Connected systems
  
  We talk about the function of each system —customer history, collections, telephony—, not brands. Software types (ERP, CRM, core) are named only to explain the difference between an AIE agent and a system, never as a requirement to buy.

06Strategy, security and compliance

## AI that is accountable is designed, protected and demonstrated.

Security, standards and data sovereignty each have their own page under Solutions.

- AI strategy
  
  ### The why comes first
  
  The belief, the six hows with their proof, what we sell and how to start with a first flow.
  
  [See the strategy →](https://abbiamo.ai/en/solutions/ai-strategy)
- Security
  
  ### Bounded, traceable mandate
  
  «Actions» with limits no one expands, conversation locks, data isolated per client and change control.
  
  [See security →](https://abbiamo.ai/en/solutions/security)
- Regulation and compliance
  
  ### Built for those who are held accountable
  
  The standards we follow from the design stage, those of each industry and the decisions that always belong to your institution.
  
  [See the standards →](https://abbiamo.ai/en/solutions/compliance)
- Data sovereignty
  
  ### Your data, where your case requires
  
  Four deployment levels, from the cloud to your premises, and five questions to choose.
  
  [See the levels →](https://abbiamo.ai/en/solutions/data-sovereignty)

![](https://abbiamo.ai/hs-fs/hubfs/raw_assets/public/ABBIAMO/images/abbie-retrato.jpg?width=88&height=88&name=abbie-retrato.jpg)

## Let's see how it works in your operations.

Tell us which systems you have and what your regulator requires.

[Let's talk about your operations →](https://abbiamo.ai/en/contact)

or write to us at [hola@abbiamo.ai](mailto:hola@abbiamo.ai)

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