Virtual Bears

FAQs

No. A chatbot is a communication tool that responds to prompts. An AI agent is an action tool. You give it a goal (e.g., "Onboard this new vendor"), and it reasons through the steps, logs into your systems, and completes the task. A chatbot talks; an agent works.

Make and Zapier follow rigid "If X, then Y" rules. They cannot handle nuance or unexpected changes. An AI agent uses reasoning. If a customer sends a messy email or a document is missing a field, the agent figures out how to fix it or research the missing info. We often use Make or n8n as the "pipes" the agent uses to move, but the agent provides the "brain."

Not at all. Our agents are designed to be "software agnostic." They connect to the tools you already use—HubSpot, Salesforce, Xero, Exact Online, Slack, and Gmail—via API. The agent sits on top of your existing tech stack, acting as a digital layer that connects your siloed data.

A standard single-workflow agent (like lead qualification or invoice processing) typically takes 6–8 weeks from the first discovery call to full production. Complex, multi-system agents can take 10–14 weeks. We prioritize deep workflow mapping to ensure the agent doesn't just work in a demo, but survives the real world.

We build in Human-in-the-Loop (HITL) thresholds. For high-stakes actions (like sending a payment or a contract), the agent drafts the action and waits for a human "thumbs up." As the agent proves its accuracy over time, you can choose to narrow these review windows. Every error is logged and used to calibrate the agent’s future behavior.

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