Consultants vs Coworkers
ChatGPT and Claude are strong consultants: they answer, advise, and draft when asked. This system behaves more like a coworker, employee, mover, and executor.
SMB Agentic AI Swarms / One Week Setup
AI Swarms That Move Business Work
ChatGPT and Claude are useful consultants. They answer questions and draft when prompted. AI Escape builds the coworker version: agentic systems that research, write, check, route, and execute the repetitive work inside a small business.
- Expert AI automation setup in a week for one real business workflow.
- A worker-style agentic system that researches, drafts, checks, and executes.
- The same AI running this ad campaign can be wired to run parts of your operation.
30 minute free consult
Bring one workflow that wastes time every week. Leave with a practical setup path, and if the scheduler is unavailable you can contact AI Escape directly.
Workflow Candidates
Start with one repeated loop that already costs attention every week.
The first build is intentionally narrow: one owner, one workflow, clear inputs, clear outputs, and approval points where the system should stop before acting.
Ads that write, launch, inspect, and revise campaign workEmail follow-up that moves leads and clients without waitingClient and sales research before a call or proposalCompetitor research that becomes practical next movesDocument drafting for proposals, SOPs, briefs, and repliesAccounting workflows for invoices, reconciliation prep, and reporting
Maxwell A. Weinzierl, PhD
Founder, AI Escape LLC / Agentic AI systems builder
Max builds agentic AI systems that turn repeated business work into supervised operating loops: research, drafting, checking, routing, and execution with a human owner still in control.
Selected Clients
SMB owners/Founders/Service teams/Consultants/Operators/ + more
First Build
One useful system before a roadmap. The engagement starts by proving one workflow can move from prompt-and-wait to assigned, checked, and reviewed work.
Engagement Terms
- Scope. Pick one painful workflow with clear inputs, outputs, and owner approval.
- Build. Connect the tools, prompts, retrieval, checks, and handoff rules needed for a dependable first swarm.
- Prove. Run it against real work, inspect failure modes, and tighten the operating instructions.
- Transfer. Leave your team with the workflow, guardrails, and clear next automations.
- Cadence. The first useful system is designed for a one-week setup window, not an endless strategy deck.
What Sessions Cover
Swarm Design
Agents split work across research, drafting, checking, tool use, and follow-up so the workflow keeps moving without one giant prompt.
Human Control
Approval points, logs, and rollback paths keep the system useful without pretending automation removes responsibility.
Operations Fit
The first build targets the work your SMB already repeats: ads, email, research, drafting, and accounting support.