DynaBot

Inspiration

Blue-collar businesses lose thousands of dollars every month, not because demand is low, but because they can’t respond fast enough.

Customers expect instant replies. When someone has a leaking pipe or broken HVAC system, they don’t wait, they call the next provider.

We were inspired by a simple insight: Demand is there. Revenue is lost. The fastest responder wins.

We wanted to build an Agentic AI system that works 24/7 to capture, qualify, and convert leads into real jobs, automatically.

Our system acts as an autonomous AI agent for blue-collar businesses.

It:

Instead of missing after-hours calls or manually chasing leads, businesses get a fully automated lead-to-job conversion engine running 24/7.

We built an agentic workflow using:

LLM-powered AI agent for natural conversation & qualification
Structured prompt engineering to control decision-making
Tool integrations (Pinecone for vector storage)
- Postgres database logging system to track conversations and conversions.

The system operates in a loop:

This transforms passive AI chat into an autonomous decision-making agent.

Designing structured prompts that prevent hallucination while still sounding natural
Balancing autonomy vs. human override for urgent jobs
Handling edge cases (incomplete information, unclear service type)
Ensuring qualification logic was consistent across different industries

We had to iterate heavily on workflow design to make the AI act reliably like a real dispatcher.

Everyone can create an agent for their business with just two clicks
Created industry-specific flows (plumbing, HVAC, electrical, etc.)
Abstracted technical details from everyday users
Most importantly, we built something that directly increases revenue for small businesses.