Accelerate Enterprise Velocity with Multi-Agent Orchestration. Partner with Viston—leaders in Autonomous AI Architectures across the USA, UK, Europe, and Australia.
For over 15 years, Viston has empowered 2,860+ global clients—from Fortune 500 innovators to agile startups—by deploying cutting-edge automation solutions. We help you hire AutoGen developers who specialize in building sophisticated, multi-agent conversational frameworks. Unlike standard single-agent deployments, our engineers architect autonomous crews with defined roles and hierarchical task execution, delivering workflows that are 5x faster than comparable frameworks. Whether you need to automate complex coding tasks, streamline supply chains in Germany, or enhance financial forecasting in the USA, our expert developers deliver scalable, secure LLMOps infrastructure.
In the race for AI dominance, single-model reliance is a bottleneck. To achieve true autonomous capability, organizations must transition to multi-agent systems where AI entities collaborate, critique, and execute tasks autonomously. When you hire AutoGen developers from Viston, you are not just getting coders; you are acquiring architects of Agentic AI.
We specialize in the Microsoft AutoGen framework to create lightweight, standalone workflows without heavy dependencies. Our developers construct systems where “UserProxyAgents” and “AssistantAgents” collaborate to solve complex problems—ranging from automated code generation to intricate market analysis—requiring minimal human intervention. We service clients across Canada, France, the Nordics, and Australia, ensuring that your AI infrastructure is robust, conversational, and capable of parallel task execution.
Deploy crews of agents with distinct personas (e.g., "Coder," "Reviewer," "Manager") to solve multi-step problems collaboratively.
Seamlessly integrate human feedback at critical decision points while automating the repetitive heavy lifting.
Avoid the bloat of legacy frameworks; our AutoGen implementations are lean, modular, and designed for edge/IoT deployment.
We build agnostic systems that function seamlessly with GPT-4, Llama 3, Mistral, and proprietary enterprise models.
Experience
Availability
Deployments
Experience
Availability
Projects Completed
Experience
Availability
Projects Completed
AutoGen
PyAutogen
OpenAI Swarm
FLAML
Semantic Kernel
GPT-4o
Claude 3.5 Sonnet
Llama 3
Mistral Large
Google Gemini
Pinecone
Weaviate
Milvus
ChromaDB
Qdrant
Ray
Celery
Airflow
Docker
Kubernetes
Python
FastAPI
Django
GraphQL
REST
Jenkins
GitLab CI
GitHub Actions
Ansible
Terraform
$22/hour
$2800/month
Custon Quote
Over 2,860 successful client engagements.
We integrate Power Automate with the broader Azure and AI ecosystem.
We build scalable solutions ready for 2026 SEO and tech standards
We manage the complexity so you can focus on growth.
Connects incoming tickets to a vector database (Pinecone) via n8n to retrieve internal documentation context. The workflow passes this context to an LLM (OpenAI/Claude) to generate a technical response, drafts it in the helpdesk, and alerts a human for final approval.
Uses webhooks to listen for changes in Salesforce. The n8n workflow transforms the payload using custom JavaScript to match the ERP schema, handles complex nested JSON arrays, and updates the SAP/NetSuite database, ensuring inventory counts match sales commitments instantly.
Scheduled n8n cron jobs pull audit logs from 15+ distinct SaaS tools. The workflow parses, normalizes, and formats the data into a standardized PDF report, encrypts the file, and uploads it to a secure cold storage bucket while notifying the DPO (Data Privacy Officer).
Ingests high-frequency MQTT streams from factory floor machinery. The n8n workflow utilizes a Python node to run a lightweight statistical deviation model. If a threshold is breached, it triggers an urgent PagerDuty alert and creates a maintenance work order in Jira.
Mastery of Agentic Conversation Patterns
Our developers don’t just connect APIs; they design complex conversational flows (Two-agent, Group Chat, Hierarchical) that mimic human team dynamics for superior problem solving.
Optimized for Enterprise Velocity
We build lightweight. By minimizing dependencies and optimizing context window usage, our AutoGen solutions run 5.76x faster than heavy legacy frameworks, reducing latency in critical ops.
Advanced Memory Management
Viston experts implement sophisticated memory handling, ensuring agents retain context over long interactions without suffering from “forgetfulness” or token limit exhaustion.
Secure “Code Execution” Sandboxing
We prioritize security. Our developers implement Docker-based sandboxing for all agent-generated code execution, ensuring no rogue scripts ever touch your core infrastructure.
Edge AI & IoT Intelligence Ready
Beyond the cloud, we configure AutoGen for edge deployments, enabling autonomous decision-making on local devices for logistics, manufacturing, and smart grids.
AutoGen focuses on multi-agent collaboration and conversational programming, allowing agents to talk to each other to solve tasks. LangChain is a broader orchestration tool. AutoGen is often preferred for complex, iterative tasks like code generation or multi-step planning where agents need to “debate” or “review” work.
Yes. We specialize in building RAG (Retrieval-Augmented Generation) agents. Our developers connect AutoGen “RetrieveUserProxyAgents” to your private databases (SQL, NoSQL, Vector DBs), ensuring agents answer questions based securely on your proprietary corporate data.
Compliance is our priority. We configure agents to run in isolated environments (containers) and can deploy local LLMs (like Llama 3) so sensitive data never leaves your infrastructure. We strictly adhere to GDPR, CCPA, and ISO 27001 standards for clients in Europe and the USA.
Typically, we can deliver a functional Proof of Concept (PoC) in 3-5 weeks. This includes defining agent roles, setting up the environment, integrating APIs, and refining the conversation flows. Full enterprise-scale deployment depends on complexity.
Absolutely. AutoGen is designed for this. Our developers configure specific “Proxy Agents” that pause execution to request human approval for critical actions (e.g., executing code, sending an email, or approving a financial transfer), ensuring safety.
We serve a broad range of B2B sectors including Fintech (Fraud detection), Healthcare (Triage/Research), Logistics (Route optimization), SaaS (Feature automation), and Marketing (Content generation crews). Our experience spans the USA, UK, DACH, and APAC regions.
Yes, this is a core feature. Our developers configure agents that can write Python scripts, execute them in a safe Docker container, read the output, and debug their own code if errors occur—all autonomously.
Rates vary based on seniority and engagement model (hourly vs. monthly). However, hiring through Viston eliminates recruitment fees, benefits, and overhead. Contact us for a precise quote tailored to your specific region and technical requirements.
You can, or we can manage it for you. Our developers build model-agnostic systems. We can configure the agents to use your Enterprise Azure OpenAI keys, Anthropic keys, or host open-source models on your own servers to save costs.
We implement strict termination conditions and “max turn” limits. Our developers also program “Critic” agents or specific prompts that detect circular logic and force the conversation toward a resolution or human escalation.
Don’t let manual workflows slow down your enterprise. Join 2,860+ clients worldwide who trust Viston for high-velocity AI transformation.
Hire AutoGen developers today to build the autonomous workforce of tomorrow.
