We integrate and orchestrate to get the most out of AI

Artificial intelligence models are extraordinarily powerful, but in isolation they are useless. Like a brain without eyes, ears, mouth or hands.

At iAutomator, we build the nervous system that connects artificial intelligence to your company's ecosystem.

Our focus on the integration and orchestration layers allows us to create AI agents that are capable of obtaining the requisite information; this information is then processed and applied using the most appropriate tools.

The result is an intelligent system that assimilates your company's information and leverages it to boost productivity.

We are technologists who embrace the new era as:

Solution architects

At iAutomator, we design and assemble resource ecosystems and dispersed data sources. These ecosystems come together within the most advanced AI models to leverage their processing, reasoning and contextualization capabilities

Champions of security and privacy

Data protection is in our DNA and we consider privacy as a fundamental right

Data managers

We believe data is the most underused resource, so we identify what data each project needs and then manage the necessary data flows

AI model and software tool pickers

We know the different options and choose the most suitable one for each project and each budget

Prompt and Context Engineers

See “Services” section

Independent advice, with no conflicts of interest

We do not have reseller agreements or take commissions from any vendors.
This allows us to recommend the optimal tools for each project objectively- and avoid dependencies on vendors (vendor lock-in).

We assess the options available in the market based on how well they fit your project, and not on commercial incentives.
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Our agents can combine tools from different vendors, we can have Google, Microsoft, Open AI and xAI working as a team on your project.

We adapt to you, not to vendors

We use state-of-the-art technology against hallucinations

Hallucinations in LLMs- such as ChatGPT, Gemini or Claude- are plausible-sounding but fictitious answers generated in a probabilistic environment with no authentic grasp of inherent reality.

This plausibility is one of the biggest risks faced by users of AI systems: Unawarenes that you are dealing with fictious information.

There is no consensus on the causes of hallucinations; but according to OpenAI (2025), hallucinations in language models stem largely from training and evaluation schemes that reward speculative confidence over calibrated uncertainty.

It is not possible to eliminate 100% of hallucinations

However, according to many authorative studies including Helm 2025 from Stanford, it is possible to reduce hallucinations significantly with a series of measures that iAutomator makes available to you:

iAutomator optimizes communication with artificial intelligence through specialised instructions that result in more precise answers. This professional prompt engineering includes instructions designed to make the agent prioritize reliability.

We combine specific technologies with your knowledge of the business and its environment to minimize hallucinations.
We specialize in augmented retrieval generation technologies so that each response is grounded on data and documentation that you deem reliable, not on generic information from unknown sources.

We integrate retrieval, reasoning and validation techniques that can maintain reliability and traceability even with very large knowledge bases.

To learn more please visit the Resources section of this website and read our detailed whitepaper on Knowledge Management that delves into this topic.

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