Custom AI Agents
Task-specific agents built on leading large language models, designed around your workflows.
AI agent development
Agents that do the work.
We design, build and deploy AI agents that plug into your tools and run real workflows, end to end.
Built on the models and tools you already use
- Anthropic Claude
- OpenAI
- Google Gemini
- Meta Llama
- Mistral
- LangChain
- LlamaIndex
- AWS
- Google Cloud
- Azure
- PostgreSQL
- Slack
- Notion
- GitHub
What we build
Agents built around your business.
From first model to production.
Multi-Agent Systems
Coordinated teams of agents that plan, delegate and verify complex, multi-step work.
Tool & Data Integration
Connect agents securely to your APIs, databases, documents and SaaS tools.
Deployment & Operations
Evaluation, monitoring, guardrails and continuous improvement once agents are in production.
From workflow to agent
Every agent starts as a mapped workflow.
We begin with how the work actually gets done today, then design an agent that fits into it — with the right tools, data and checkpoints.
How we work
Four steps to production.
01
Discover
Map the workflow and define what success looks like.
02
Prototype
A working agent on your real data, fast.
03
Build & integrate
Harden it, connect it to your systems, add guardrails.
04
Deploy & improve
Ship to production, measure, and iterate.
Use cases
Where agents take on real work.
Customer support agents
Resolve common requests, draft replies and hand off to people when it matters.
Research & analysis agents
Gather sources, extract the key facts and turn them into clear briefs.
Internal operations automation
Take over repetitive back-office steps across your existing tools.
Developer & coding assistants
Help engineering teams review, test and ship code faster.
Why MatrixNest
The right model, production discipline, and a team that ships.
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Model-agnostic
We choose the right model for each job.
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Built for production
Testing, observability and safety from day one.
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Hands-on team
Experienced people who ship quickly.
Contact
Let's build your first agent.
We build custom AI agents for businesses. Tell us about the workflow you want to automate.