Custom AI Agent Development
Autonomous AI agents that qualify leads, handle support, and automate workflows — 24/7, without human intervention. Not flowcharts or chatbots. Real agents that reason, adapt, and take action.
Sound Familiar?
Custom Agent Handles Legal Research in 90 Seconds
The Situation
A law firm was spending 8 hours per case on research. Junior associates were overwhelmed, senior partners burned out.
The Approach
Built a research agent that reads case files, queries legal databases, and drafts research summaries. Output reviewed by attorneys, not written by them.
"We tried building in-house for 6 months. Jose shipped what we needed in 3 weeks. The agent handles 200+ support tickets daily now."
— Sarah Kowalski, Head of Product at LegalTech AI
What You Get
How It Works
Map the workflow
We document exactly how the task should be done. What decisions are made? What data is needed? What happens next?
Design the agent
Define tools, memory, decision logic, and guardrails. How does it know when to act? When to escalate?
Build & validate
First working version in 2 weeks. Real outputs tested against real scenarios. Iterate until accuracy hits 90%+.
Deploy & monitor
Launch to production with logging and alerts. Review outputs weekly. Improve continuously.
Ready to Get Started?
Book a free 15-minute call to discuss your project. No commitment, no sales pitch — just an honest conversation about what you need.
Common Questions
How is a "custom" agent different from using ChatGPT or Claude?
Public AI models are general-purpose. A custom agent is trained on your specific data, integrated with your tools, and configured for your workflows. It knows your products, your processes, your customers — not generic knowledge.
What data do you need to build a custom agent?
Typically: documentation, FAQs, product info, process guides, example conversations. For better accuracy, labeled examples of good/bad outputs help. I can work with whatever you have and improve over time.
How long does custom agent development take?
Minimum viable agent: 2-3 weeks. Production-ready with full testing: 4-8 weeks. Timeline depends on complexity, integration needs, and how much fine-tuning is required.
Can the agent be updated as our business changes?
Yes. Agent behavior, knowledge base, and tools can be updated without rebuilding from scratch. I set up easy processes for your team to maintain it.
What if the agent starts behaving unexpectedly?
Monitoring catches anomalies. Rollback mechanisms return to previous behavior. I also set up "circuit breakers" that pause agent action if confidence drops below thresholds.