Making Intelligence Less Artificial

agents.aiescape.io/consulting@aiescape.io/(940) 326-5175Book fit call
Agentic swarms / SMB ops
Agentic swarms/Operations/Research/Writing/Validation/Handoffs
Swarms

Done-for-You Agentic Swarms / Implementation Fit Call

Done-for-you agentic swarms

AI Escape builds supervised Hermes swarms around one recurring operation: research, writing, checks, routing, and prepared work while your team keeps approval over sensitive actions.

  • Best for SMB teams ready to invest $10k-$30k over 1-2 months and want AI Escape to build one supervised operating loop with them.
  • 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.
Book 30-min fit call

Bring one repeated operation. In a free 30-minute implementation fit call, Max qualifies buyer fit and the first swarm setup path for a $10k-$30k implementation over 1-2 months.

Implementation Fit

Good-fit and not-for signals

Hermes first builds work best when one recurring operation is valuable 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.Not a fit for teams that only want a self-serve prompt library, AI tools list, tutorial, or build-it-yourself advice.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, founder of AI Escape

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 implemented operating loop 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

  • Qualify. Pick one repeated business operation with clear inputs, outputs, systems, a process owner, and authority to approve sensitive steps. If the ask is only a DIY tool recommendation, it is not the right first build.
  • Design. Turn that operation into an implementation plan: agent roles, data and system access, validation checks, routing, handoff plans, and human approval gates.
  • Build. AI Escape builds the supervised Hermes swarm around the selected operation, connects the needed context, and hardens it against real edge cases before it touches live work.
  • Prove. Run the system on representative work, inspect failures, improve the checks, and document what the team keeps approving before the loop handles production work.
  • Timeline. Most first done-for-you implementations land in 1-2 months, depending on access, integrations, testing, and approval gates.

What Sessions Cover

Done-for-you implementation

Not a prompt library or DIY tutorial. AI Escape designs, builds, and hardens a supervised Hermes swarm around one repeated business operation.

Buyer-fit qualification

The fit call checks owner, volume, pain cost, access path, approval boundaries, and budget/timeline readiness before proposing a build.

Human control

Customer-facing sends, spend, CRM/account changes, accounting actions, and other sensitive steps can stay approval-gated.

Operating fit

The strongest first builds handle repeated work with concrete outcomes: saved time, fewer errors, faster response, better reporting, less rework, or smoother coordination.