Agent strategy
We define use cases, ROI and architecture before writing a single line of code.
AI consulting · Custom agents
AI consulting for agents that work for you
AI consulting to design, build and integrate custom AI agents — from strategy to production with LangChain, CrewAI, Mastra and MCP.
We work with your stack
Services
AI consulting to ship agents to production
AI consulting services: strategy, custom development, MCP integration and production optimization for AI agents.
Custom development
We build agents with LangChain, CrewAI and Mastra tailored to your real workflows.
Integration & MCP
We connect your agents to your data and tools via MCP servers and APIs.
Evals & optimization
We measure, monitor and improve your agents accuracy in production.
How we work
A clear process, no surprises
Four phases to take your agent from idea to the real world.
01
Discovery
We understand your business, data and the highest-impact use case.
02
Design
We design the agent architecture, tools and success metrics.
03
Build
We develop, test and iterate with evals from day one.
04
Deploy
We ship to production with monitoring and ongoing support.
Use cases
Agents for every part of the business
A few of the problems we solve with custom-built agents.
Automated support
Agents that resolve tickets, escalate what matters and learn from your knowledge base.
Sales agents
Qualify leads, book meetings and nurture prospects autonomously.
Research & analysis
Research, synthesize and generate reports from multiple sources.
Internal automation
Connect your internal tools and run repetitive processes end to end.
Why 3 Alpha IA
Experts in the modern agent ecosystem
We don't sell demos. We build reliable, measurable, production-ready agent systems.
1
Full ecosystem
LangChain, CrewAI, Mastra, MCP, Claude and OpenAI — the right tool for each case.
2
Prototype to production
We go beyond the demo: we ship stable, maintainable systems.
3
ROI-focused
Every agent is measured against concrete business outcomes.
FAQ
AI consulting and custom agents: FAQ
Clear answers about AI consulting and production-ready custom agents.
An AI agent can reason, use tools and execute multi-step tasks autonomously. A typical chatbot only responds to messages in a thread. Agents integrate with your systems, make decisions and complete real workflows.
Let's talk about your agent
Tell us what's on your mind. We'll reply personally — no bots, no spam — to understand your case and, if we're a fit, schedule a call.
A real person from our team will get back to you within 48 hours.