AWM
Services/AI & Automation
05AI & Automation

AI Automation & Agent Development

AI that actually works in your business — not a demo that dies in production.

40+
AI Systems Built
60%
Avg Time Saved
4.9
Client Rating
99.2%
Avg Accuracy

We identify the workflows bleeding your team's time and build AI systems that handle them end-to-end. Lead qualification, customer support, knowledge retrieval – if it's repeatable, it's automatable.

Tools & Technologies
OpenAIClaude APIn8nPythonRAG
Timeline4–10 weeks
How We Work
01
Workflow Audit

We map your current processes to find the highest-value automation opportunities. Time saved, errors eliminated, and revenue unlocked — quantified before we build anything.

02
Prototype & Validate

Before committing to a full build, we prototype the AI system against real data to prove it works at the accuracy and reliability your business requires.

03
Build, Integrate & Monitor

We build production-grade AI systems with proper error handling, human fallback paths, and monitoring dashboards so you always know what your AI is doing.

Common Questions
Do we need a large dataset to get started?

Not always. Many AI workflows can be built with retrieval-augmented generation (RAG) on your existing documents. We assess your data situation in discovery.

What AI models do you work with?

OpenAI GPT-4o, Anthropic Claude, and open-source models via Ollama for on-premise requirements. We pick the right model for your accuracy, cost, and latency needs.

How do you handle AI errors and hallucinations?

Every AI system we build has human review steps at critical decision points, confidence thresholds, and fallback paths. We never build AI that runs unsupervised in high-stakes workflows.

Can you automate our existing tools like HubSpot or Salesforce?

Yes. We integrate AI agents with your existing CRM, support tools, and communication platforms via their APIs.

Ready to start?

Tell us what you need. We'll review your brief and get back to you within one business day with a clear path forward.