Web application | AI & Automation

AI Orchestration Platform

AI Orchestration Platform

Illustrative only — actual UI under NDA

Client Israel-based analytic and development company
Industry AI & ML
Service AI & ML Development, AI Orchestration, Backend Development
Technologies Python, FastAPI, SQLAlchemy, PostgreSQL (asyncpg), Alembic, socketio, Pydantic, Redis, aiobotocore, MindsDB, APScheduler
About It is a flexible AI development platform that enables users to create, configure, and operate intelligent agents through an intuitive and scalable interface. The platform is designed to serve both technically advanced users and non-technical users, lowering the barrier to adopting AI-driven automation while supporting advanced, enterprise-grade use cases.

OUR PROCESS

Discovery & Research
UX/UI Design
Development
Testing & QA
Deployment & Launch
Optimization & Support

CHALLENGE

Valuable expertise is limited by one person's time — a lawyer can only support so many clients, a specialist solves problems one at a time, and business knowledge often stays locked inside individuals. The challenge: how do you turn that expertise into a reusable, AI-powered solution that can help multiple users at once?

Natural Language Agent Creation | Illustrative only — actual UI under NDA

Natural Language Agent Creation | Illustrative only — actual UI under NDA

Multi-Agent Workflow Orchestration | Illustrative only — actual UI under NDA

Multi-Agent Workflow Orchestration | Illustrative only — actual UI under NDA

Project goals

Give users a way to convert personal or professional expertise into reusable AI agents — through either natural-language description or manual step-by-step configuration — and let those agents collaborate autonomously on multi-step tasks that a single agent can’t handle alone.

Problem

The challenge was not simply to provide users with a way to create AI agents, but to give them the ability to combine specialized agents into sophisticated workflows without requiring deep technical expertise. At the same time, the experience needed to remain approachable for users who simply wanted to describe an idea and see it transformed into a working solution.

Solution

We developed an integrated ecosystem that allows users to move from idea → creation → orchestration → distribution within a unified experience. Users can describe an agent in plain language and the platform builds it automatically, or use a manual builder to define skills, behavior, and workflows step by step. Once created, agents reuse that expertise across unlimited users, indefinitely. And for complex requests, multiple specialized agents chain together, each handling one part of a larger task.

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KEY FEATURES

Natural-language agent creation — describe it, and the platform builds it

Step-by-step manual builder for custom skills and workflows

Three orchestration modes: agentic, deterministic, and chained

Built-in ambiguity resolution before executing a search or task

RESULTS

The platform turns individual expertise into a scalable AI service — without requiring technical skills to build an agent. One expert's knowledge can now serve unlimited users simultaneously, complex requests are handled through agent collaboration instead of a single generic response, and specialized workflows can be assembled and reused faster than building each solution from scratch.

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