What is an AI Workforce?

Traditional automation — rules engines, robotic process automation, basic chatbots — works by following predetermined scripts. If the input matches a defined pattern, a defined output fires. When inputs fall outside the script, the system fails or escalates. An AI Workforce is different: each employee reasons over your business-specific training data and handles the natural variation of real customer interactions, real invoices, and real procurement workflows.

The distinction from a generic chatbot is significant. A chatbot answers questions. An AI employee takes action. The AI Front Desk answers calls, collects job information, and books the appointment directly into your calendar. The AI Billing Clerk sends invoices, follows up on overdue accounts, and flags disputes — without a human touching the process unless an exception requires it.

The six employees in Polemica's AI Workforce map to the functions most businesses spend the most administrative time on: inbound calls (Front Desk), project quoting (Estimating Assistant), supplier orders (Purchasing Clerk), invoicing and collections (Billing Clerk), reputation management (Review Manager), and lead nurturing (Follow-Up Specialist). Each is trained on your specific services, pricing, suppliers, and workflows — not a generic template.

Businesses can hire one employee or the full workforce of six. Most start with the function that consumes the most staff time — typically inbound calls or billing follow-up — and add more as they see the first one performing. There are no long-term contracts. Each employee costs between $119 and $249 per month.