Agentic swarm setup
Not another prompt library. AI Escape builds supervised agentic swarm systems that move research, write-ups, checks, routing, and handoffs through one operating loop.
Agentic Swarm Setups / Free Consultation
Agentic Swarm Setups for Business Work
AI Escape sets up supervised agentic swarm systems: Hermes agents that research, write, check, route, and prepare real work while your team keeps approval over sensitive actions.
- Best for SMB teams ready to invest $10k-$30k over 1-2 months to set up one agentic swarm system.
- USA Restaurant Suppliers reached $1.2M ARR with 99.99% uptime, 1M+ product/pricing data points, quote automation, shipping orchestration, and customer updates after AI Escape helped build the operating system.
- Hermes researches, writes, checks, routes, and prepares real work while your team keeps approval over sensitive actions.
30 minute free consult
Bring one repeated operation. In a free 30-minute consultation, Max clarifies the first swarm setup path for a $10k-$30k implementation over 1-2 months.
Setup Readiness
Best first swarm setups
Hermes first builds work best when one recurring operation is important enough to implement properly, has an owner, and can support a focused build budget.
Best-fit agentic swarm setups repeat weekly or daily and have a clear owner who can approve changes.Ideal first systems create value through saved time, fewer errors, faster response, better reporting, less rework, or smoother coordination.Built-for implementations can use needed systems, inboxes, documents, spreadsheets, CRMs, data, or APIs safely.Ready teams are open to a $10k-$30k first build and implementation decisions in the next 30-60 days.The consultation is strongest when there is a recurring operation, a process owner, and an implementation budget.Hermes first builds are strongest for supervised operating systems with concrete access, approval gates, and implementation readiness.
Maxwell A. Weinzierl, PhD
Founder, AI Escape LLC / Agentic swarm systems builder
Max builds agentic swarm systems that turn repeated business work into supervised operating loops: research, writing, checking, routing, and execution with a human owner still in control.
Selected Clients
Cisco/TD Bank/CDC/U.S. Air Force/Amazon Alexa/Panda Express/USA Restaurant Suppliers/Score Promotions/Real Time Feedback/Zappy/Pareto/ + more
First Swarm Setup
One operating system before a roadmap. The first implementation usually fits $10k-$30k over 1-2 months, with scope tied to one business operation, access, tests, and approval gates.
Engagement Terms
- Select. Pick one repeated business operation with clear inputs, outputs, systems, and an owner who can approve sensitive steps.
- Design. Map the agentic swarm roles: research, writing, validation, tool use, routing, handoff plans, and human approval gates.
- Build. Connect Hermes to the needed context and systems, then harden the swarm against real edge cases before it touches live work.
- Prove. Run the system on representative work, inspect failures, improve the checks, and document what your team keeps approving.
- Timeline. Most first agentic swarm setups land in 1-2 months, depending on access, integrations, testing, and approval gates.
What Sessions Cover
Specialized roles
Agents can split work across intake, context gathering, writing, QA, tool use, status updates, approvals, and operator handoffs instead of leaving one chat to do everything.
Human control
Customer-facing sends, spend, CRM/account changes, accounting actions, and other sensitive steps can stay approval-gated.
Operating fit
The best first systems handle repeated work with real business value: saved time, fewer errors, faster response, better reporting, less rework, or smoother coordination.