Adaptive Agent Architecture · A³

Intelligence
in motion.

A modular platform that turns incoming business events into structured, AI-assisted workflows — and delivers results where your business needs them.

Pilot-stage platform · Integration scope depends on the configured workflow

WORKFLOW OVERVIEW CONCEPTUAL VIEW
01 / INCOMING EVENTSCONNECT
Webhooks
WhatsApp
APIs
Workflow orchestration Validation · Routing · LLM processing
CONFIGURABLECONTROLLED
02 / STRUCTURED DELIVERYDELIVER
Business systems
Secure webhooks
Connect external systems
Orchestrate AI workflows
Deliver structured outcomes
01 / PLATFORM

Built for real workflows,
not isolated prompts.

A³ connects external events, configurable business logic and language models in a single controlled execution path.

Flexible integrations

Connect business events from APIs, webhooks and messaging channels to purpose-built workflows.

Configurable execution

Define workflow behavior, validate changes and use controlled execution paths rather than ad hoc automation.

AI-assisted interpretation

Use language models to extract relevant information and produce structured results for downstream systems.

02 / WORKFLOW

One clear path.
From event to action.

Every integration is shaped around a concrete business case. A³ coordinates the stages while client systems remain in control of their data.

01

Receive

An external event or message enters the configured workflow.

02

Process

Business logic and, where appropriate, an LLM interpret the request.

03

Structure

The workflow produces a defined result suitable for software integration.

04

Deliver

The result is sent to an authorized destination via the configured delivery channel.

03 / APPLICATIONS

Designed around
business needs.

Initial deployments and planned application areas are tailored to each client's existing systems and operational requirements.

Pilot application

Lead intake & qualification

Transform incoming customer messages into structured lead information for delivery to a business endpoint.

Application area

Customer inquiries

Interpret requests, identify key details and route outcomes into the appropriate workflow.

Application area

Custom AI workflows

Create domain-specific processing flows around the inputs, models and outputs a business actually uses.

04 / THE COMPANY

Engineered by
M.Technologies.

M.Technologies is an independent, registered software engineering business based in Israel. We develop practical software and integration solutions, including A³ — Adaptive Agent Architecture, a platform currently advancing through pilot integrations.

Company
M.Technologies
Location
Israel
Focus
Software engineering · AI integration · Business automation
Product
A³ — Adaptive Agent Architecture
Website
adaptive-agent.com
05 / CONTACT

Build something
that works.

For pilot projects, software integration and business inquiries, contact M.Technologies using the details provided here.

Business emailmetimatoza@gmail.com
Telephone+972 50 222 1251
LocationIsrael