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Platform for teams that want to rapidly iterate on AI functionality. Full transparency of every call, delegate prompts to non-developers, provider independence — without building infrastructure.
We are constantly working on adding new providers. Have suggestions? Contact us
Why CTOs and Founders Choose Assemblix
When PM asks to change a prompt — it's minutes, not a release in a week. When an agent malfunctions — you see every step. When your team grows — you scale without hiring AI developers.
PM wants to change prompt — that's a release in a week
Delegate AI Logic to Non-Developers
Debugging AI Agent is Hell
Transparency of Every Call Out of the Box
Data Stuck in One Agent
Shared Memory Without Infrastructure Setup
Locked to OpenAI — Afraid of Rate Limits
Switch Between Providers in 30 Seconds
What's Under the Hood
Create smart agents visually. No programmers, no servers, no infrastructure headaches.
Iterate AI Logic Without Releases
PM changes prompts and conditions visually — changes in production in minutes. Developers are free for features. Tested 5 prompt variants in an hour? Easy. Even marketers can handle it — programmers only needed for API integration.

Assemblix Remembers Everything. Between Sessions and Agents.
Client wrote to you a week ago? Agent will recall the entire dialogue. Qualifier collected data? Seller will receive it automatically. One memory for all project agents — without database setup.

Operational Control Over All Agents
See every client: which agents they talked to, what they said, what the result was. Filter, export, analyze. Works as a unified monitoring system for all your AI agents.

From Idea to Working Agent — Without Code
Three simple steps. No programmers, no servers, no complex configurations.

Build Agent in Constructor
Drag nodes, connect logic, configure prompts. Agent, condition, tool — all visual. No code, no limitations. From idea to ready workflow — 10 minutes.
import requests
WORKFLOW_ID = "a0dee630-e6fb-442a-bbc6-526e885320bd"
response = requests.post(
f"https://app.assmblx.com/api/workflows/{WORKFLOW_ID}/execute",
headers={"Authorization": "Bearer YOUR_API_KEY"},
json={
"input": {"message": "Tell me about the Pro plan"},
"chat_id": "session_abc", # Agent memory
"client_id": "user_123" # Shared memory
}
)Make API Request with session_id or client_id
One POST request — and agent is working. Pass session_id, and it will remember the dialogue. Pass client_id, and all project agents get access to client data. Memory works automatically.

Debug Before Deploy, Optimize in Production
See every agent step: prompt, response, tools, tokens, execution time. Found a bug? Fixed prompt visually in 2 minutes. Agent in production? See all problems in real time.
Real Use Cases
How companies use Assemblix today
Negotiation Training
EdTech, HR, CoachesNegotiation coaches create AI exercises for clients without programmers. Each agent is a separate skill, shared memory stores student progress.
Lead Qualification
Sales, MarketingAgent conducts dialogue, collects budget and timelines, saves to shared memory. Another agent classifies and notifies manager about hot leads.
AI Skills Testing
HR, EducationEach agent checks a specific skill. Shared memory (client_id) stores results of all tests — complete picture of candidate's competencies.
AI Assistant in Product
Sales, SaaSEmbedded AI assistant in SaaS. PM changes scenarios without developers. We see every client dialogue with agent — immediately find problematic prompts and improve.
Integration in 5 Minutes
One endpoint. All memory on us.
chat_id for agent memory and client_id for shared memory between agents. No databases, everything works out of the box.
import requests
WORKFLOW_ID = "a0dee630-e6fb-442a-bbc6-526e885320bd"
response = requests.post(
f"https://app.assmblx.com/api/workflows/{WORKFLOW_ID}/execute",
headers={"Authorization": "Bearer YOUR_API_KEY"},
json={
"input": {"message": "Tell me about the Pro plan"},
"chat_id": "session_abc", # Agent memory
"client_id": "user_123" # Shared memory
}
)Flexible Plans for Any Task
Start free. Use included credits or connect your own keys for unlimited work.
Free
For prototyping and testing hypotheses
- 1 agent
- 10 requests / min
- Own API keys (BYOK)
- Project variables
- Community support
Starter
For MVP and early product stages
- 5 agents
- 30 requests / min
- Unlimited with your keys
- Project variables
- Telegram support (24h)
Pro
For production and scaling AI functionality
- Unlimited agents
- 60 requests / min
- Unlimited with your keys
- Project variables
- Telegram support (24h)
Business
For teams with critical SLA and compliance requirements
- Unlimited agents
- 150 requests / min
- Expert consulting and audit
- Turnkey implementation and integration
- Personal SLA and manager
- On-Premise option