AI Automation
AI is not magic. It is engineering. We build practical AI workflows that replace repetitive decisions, qualify leads, extract structured data, and connect your systems intelligently.
What we build
Deliverables
- LLM integration into existing systems
- AI-powered document extraction and classification
- Lead scoring and qualification pipelines
- Workflow automation with n8n and custom agents
- AI chatbots and internal assistants
- Multi-step AI agent systems
Who this is for
Ideal clients
Insurance companies, lead gen businesses, and SMBs that want to eliminate manual data work and make their operations smarter without hiring a data team.
FAQ
Common questions
How much does it cost to build an AI automation system?
Scope determines cost. A focused document extraction pipeline looks very different from a multi-step AI agent system. Book a call and we will scope your use case honestly — including whether AI is even the right approach.
Do I need AI if I already use Zapier or n8n?
Not always. Rule-based automation handles predictable, structured inputs well. AI adds value when inputs are variable or unstructured: natural language, documents, images, or decisions that depend on context. We assess honestly before recommending AI.
Which LLMs do you work with?
OpenAI GPT-4, Anthropic Claude, and open-source models (Llama, Mistral) depending on your accuracy, cost, and data privacy requirements. We are model-agnostic and choose based on your specific use case.
Can AI replace manual data entry in our insurance or lead gen workflow?
Yes. Document extraction, lead classification, and data entry automation are among the highest-ROI AI applications. Clients typically see 60 to 90% reductions in manual processing time for these tasks.
What happens when the AI makes a mistake?
We build confidence scoring, human-in-the-loop review queues, and audit logs into every AI system. High-confidence outputs are processed automatically; low-confidence outputs are routed to a human reviewer.
Interactive playbooks
See the engineering behind it
How PageRank Works
Find the most important nodes in any directed graph
Why Customers Buy Products Together
Discover purchasing patterns hidden in your transaction data
Which Customers Are Similar?
Discover customer groups hidden in your transaction data
Technologies
Ready to start?
Book a free 30-minute call and let’s see if we’re the right fit for your project.
Hire Us