You will get a Claude Managed Agents multi-agent system for complex business operations
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Top Rated
Project details
When one AI worker is not enough, you need a team. Claude Managed Agents supports multi-agent systems — each worker has a defined role and hands work to the next. This is one of the first Claude Managed Agents multi-agent services on Upwork.
A Claude multi-agent system replaces operations that currently require multiple people. Each worker handles its part. An orchestrator agent manages every handoff and brings all outputs into a single result.
What you get:
— 2–5 AI workers on Anthropic's Claude Managed Agents platform
— Orchestrator agent coordinating the full team
— Connects to Slack, HubSpot, Notion, Gmail, Salesforce, Airtable, and more
— Approval checkpoints at any stage you choose
— Full documentation and handover walkthrough
This is not rule-based automation. Each worker reasons through its task — handling edge cases, making decisions, and adapting without breaking.
Orchestrator ($599, 8 days) — 2–3 workers, basic coordination
Orchestrator Pro ($999, 14 days) — full team, 4–5 tools, monitoring
Enterprise ($1,199, 18 days) — all tools, training, 30-day support
Message me with your current process. I confirm fit and price within 2 hours.
A Claude multi-agent system replaces operations that currently require multiple people. Each worker handles its part. An orchestrator agent manages every handoff and brings all outputs into a single result.
What you get:
— 2–5 AI workers on Anthropic's Claude Managed Agents platform
— Orchestrator agent coordinating the full team
— Connects to Slack, HubSpot, Notion, Gmail, Salesforce, Airtable, and more
— Approval checkpoints at any stage you choose
— Full documentation and handover walkthrough
This is not rule-based automation. Each worker reasons through its task — handling edge cases, making decisions, and adapting without breaking.
Orchestrator ($599, 8 days) — 2–3 workers, basic coordination
Orchestrator Pro ($999, 14 days) — full team, 4–5 tools, monitoring
Enterprise ($1,199, 18 days) — all tools, training, 30-day support
Message me with your current process. I confirm fit and price within 2 hours.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation System, Software MaintenanceAI Tools
Azure Machine Learning, deeplearn.js, Deeplearning4j, Google AutoML, Keras, MATLAB, MLflow, Open Neural Network Exchange, OpenCV, RapidMinerAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$599
|
Standard
$999
|
Advanced
$1,199
|
|---|---|---|---|
| Delivery Time | 8 days | 12 days | 18 days |
Number of Revisions | 1 | 2 | 4 |
AI Model Integration | |||
Detailed Code Comments | |||
Knowledge Graph | |||
Model Documentation | |||
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - | - |
Frequently asked questions
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TJ
Tanguy J.
May 14, 2026
Claude Code Automation Engineer – CRM + Business Context Layer
He understood our requirements quickly and delivered exactly what we needed in a professional and efficient way.
He was proactive, responsive, and also suggested useful improvements beyond the initial scope. The CRM setup, AI integrations, and itinerary workflows were handled smoothly. We are very satisfied with the work and would definitely recommend him for similar projects
He was proactive, responsive, and also suggested useful improvements beyond the initial scope. The CRM setup, AI integrations, and itinerary workflows were handled smoothly. We are very satisfied with the work and would definitely recommend him for similar projects
NM
Nizar M.
Feb 8, 2026
B2B Lead Generation & Enrichment Automation Expert (GoHighLevel Integration)
He built a solid lead gen system that exceeded my expectations. Working with Abil was great because he made our follow-up emails automatic yet personal, solving a huge pain point for us. Highly recommended if you need advanced Clay/GoHighLevel integrations.
EH
Elena H.
Dec 29, 2025
AI Chatbot Engineer (RAG-Powered Assistants)
We had given up on our internal RAG project and hired Abil with low expectations. He didn't just patch our mistakes, he built a superior system from the ground up. He is an expert who truly understands the engineering behind AI agents. Hire him!!!
CM
Chinmay M.
Dec 8, 2025
Voice AI Agent Developer: HubSpot CRM Integration for Travel Customer Support
Abil absolutely nailed the problem statement from day one. He clearly understood we needed a top-tier voice agent capable of handling complex booking and expedition status inquiries, even recognizing tough accents.
The development process was smooth. Abil patiently walked us through every phase and tested everything thoroughly before we moved forward. He made sure the production-ready version was fully capable of handling the complex demands, especially the crucial, real-time link to HubSpot.
It's clear Abil has deep, practical knowledge in the Voice Al agent domain. He delivered exactly what we asked for. Great work.
The development process was smooth. Abil patiently walked us through every phase and tested everything thoroughly before we moved forward. He made sure the production-ready version was fully capable of handling the complex demands, especially the crucial, real-time link to HubSpot.
It's clear Abil has deep, practical knowledge in the Voice Al agent domain. He delivered exactly what we asked for. Great work.
RS
Ridhi S.
Nov 24, 2025
Lead Generation Website with AI Chatbot
Abil did a fantastic job with our landing page and helped us improve the funnel while freeing up our front office bandwidth significantly
He has a very good understanding of business and operational challenges which made it really easy to work with him. He proactively identified the operational challenges that we might face and made sure all of that is baked into the solution. He also worked with the team to test the chatbot after release and make improvements until it was perfect
Would highly recommend!
He has a very good understanding of business and operational challenges which made it really easy to work with him. He proactively identified the operational challenges that we might face and made sure all of that is baked into the solution. He also worked with the team to test the chatbot after release and make improvements until it was perfect
Would highly recommend!
About Abilshah
AI Agent Developer | Full-Stack AI Apps | Voice AI & Chatbots
100%
Job Success
Bengaluru, India - 9:40 pm local time
What I do best: take a business problem, design an AI agent or full-stack AI app around it, and deliver the whole thing, from the LangChain/CrewAI backend to the React frontend to the AWS deployment. I've built multi-agent systems with RAG pipelines, Pinecone and FAISS vector databases, OpenAI API and Claude API integrations, real-time decision logic, and conversational AI interfaces. No handoffs, no waiting on other teams — I own the full stack.
Tech I work with daily:
• AI/LLM: OpenAI API, Claude API, LangChain, CrewAI, RAG, Pinecone, FAISS
• Voice AI: Vapi, Twilio, ElevenLabs
• Automation: n8n, Make, Zapier
• Backend: Python, FastAPI, Node.js
• Frontend: React, Next.js, TypeScript
• CRM: HubSpot, GoHighLevel
• Cloud: AWS, Docker, PostgreSQL, MongoDB
I handle the entire stack, frontend, backend, AI logic, cloud infrastructure so there are no handoffs or waiting on other people. I usually start with a quick discovery call, lay out the architecture, build in focused sprints, and deploy with proper documentation.
100% Job Success Score. Available 30+ hrs/week. I respond within a couple of hours. Send me a message, happy to do a free consultation to talk through your setup.
Steps for completing your project
After purchasing the project, send requirements so Abilshah can start the project.
Delivery time starts when Abilshah receives requirements from you.
Abilshah works on your project following the steps below.
Revisions may occur after the delivery date.
Map the full operation
We walk through your current process end to end — what triggers it, every step, who does what, and the final output. We document the full flow before designing anything.
Design the AI team and get your approval
We design how many workers are needed, what each one does, how they hand work to each other, and where approval checkpoints sit. You sign off before we build.