Sacha Omon AI

Understanding agentic AI

Qu'est-ce qu'un agent IA agentique ?

Agentic AI marks the shift from an intelligence that answers to an intelligence that acts.

An agentic AI agent receives a goal, decides on the steps, acts with your tools and drives the task through to the result. Sacha, the agentic AI agent from Sacha Omon AI, does it for your sales, 24 hours a day, 7 days a week.

No credit card requested at sign-up.

La boucleagentique1Goal2Understand3Plan4Use the tools5Observe6Adapt

The definition

An agentic AI agent receives a goal, not a mere instruction. It understands the situation, prepares a plan, picks the tools it's allowed to use, acts, observes the result and corrects its course.

It stops when the result is reached, when it is impossible, or when it must be handed to a human.

Sacha Omon AI white paper, chapter 5: “Understanding Agentic AI”

Its four dimensions

What makes an agent agentic.

The agentic loop, in six steps

One goal, driven to a verifiable result.

Follow Sacha with a lead, step by step. Tap a step to see what she does.

Sacha Engine · one lead, one loop

1. Goal

The goal describes the expected outcome and the boundaries to respect.

Goal
Help this lead choose the right offer and get their agreement to a meeting
Boundaries
Your offers, your prices, your business hours, your rules

2. Understand

Sacha gathers the message, the history, the channel, the language and your rules. She separates what is certain from what is missing.

Message
“Do you serve the Phoenix area? It's for a heat pump.”
Channel
WhatsApp, 10:04 p.m.
Missing
The type of home, the desired timeline

3. Plan

Answer, ask a question, look up information, propose an action or hand over: the plan fits the situation.

Plan
1. Confirm the service area 2. Check the profile 3. Offer a time slot

4. Use the tools

She checks the knowledge base, the calendar, the CRM. She doesn't simulate the action: she carries it out.

Knowledge base
Phoenix area covered, heat pump offer
Calendar
Tuesday 10 a.m. open, booked
CRM
Lead card created

5. Observe

After every action, she verifies: is the time slot still open? does the source answer the question? does the lead card exist?

Verified
Time slot confirmed, lead card saved, confirmation sent

6. Adapt

She rephrases, takes another path, holds back or hands over to a human. This ability to self-correct is essential.

If needed
Time slot taken in the meantime: she offers another one
Sensitive case
She hands over to your team, with the full context

Sample lead, for illustration.

Her path is not scripted in advance. Faced with two different requests, the agent can take two different paths: it decides, then it acts.

Your agentic AI agent, in 10 minutes.

You create it by talking to Sacha. You test it before you publish it.

No credit card requested at sign-up.

LLM, RAG and agentic AI

Three building blocks, one agent.

  1. The LLM understands and phrases.

    The language model is the engine of understanding and reasoning.

  2. RAG brings the facts.

    Your offers, your prices, your procedures: your company's validated content, in her knowledge base.

  3. Agentic AI drives the action.

    Within the frame you defined: the goal, the allowed tools, the boundaries.

Calling an LLM an agent is like calling an engine a car: it supplies the power, but not the steering, the brakes or the rules of the road. The agent is the whole system.

At Sacha Omon AI, that system is called Sacha Engine.

Autonomy is a setting

You choose where your team steps in.

Agentic AI keeps a human in the loop, wherever you decide. Autonomy is earned through proof.

The decisionSachaYour team
A sourced answerShe searches, explains and cites her sources.Spot-checks the sources now and then.
A reversible actionShe acts within the boundaries you set.Reviews the exceptions.
A sales commitmentShe prepares and proposes.Approves exceptions and negotiations.
A sensitive caseShe spots the risk and gathers the context.Decides and takes over the relationship.

Go further

The white paper, its definitions and its sources.

Put an agentic AI agent to work on your sales.

Sacha answers from your company's data, qualifies, follows up and books your meetings, on six channels, in 40+ languages.

No credit card requested at sign-up.

From ad to sale, one system

Ten minutes, by voice. You watch your Sacha Omon AI respond before you publish her.

88 % of customers expect a faster response than a year ago; 74 % un service disponible 24 heures sur 24. Zendesk, CX Trends 2026 — cited in the Sacha Omon AI white paper

Sacha, l'agent IA agentique de Sacha Omon AI
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