An agent that gets better at your work the longer it runs.
Hermes Agent by NousResearch is the first open-source AI agent that genuinely learns. Every task it completes, it evaluates what worked, stores it as a skill, and applies that skill the next time. After 20 learned skills, agents complete similar tasks 40% faster. We deploy it, configure it, and monitor its growth.
After 20 learned skills, Hermes agents complete similar tasks 40% faster. Most deployments reach this threshold within 6–8 weeks.
Why Hermes is different
Most AI agents approach every task from scratch. Hermes builds a skill library from real work — your work. The patterns your business's workflows follow become reusable skills the agent can load and apply rather than reason through from scratch. It compounds.
Your data stays on your machine
Hermes runs on your server or a dedicated VPS we set up for you. No telemetry. No cloud lock-in. MIT licensed. You own the infrastructure and the skill library the agent builds.
Works with any LLM
Claude, GPT-5, DeepSeek, Gemini, or a locally running model — Hermes works with any LLM via API. We configure it with the model that fits your use case and budget.
Workflows Hermes learns best
- Invoice processing — extract line items, validate against POs, flag discrepancies, file correctly
- Data entry and migration — read source documents, map fields, populate target systems
- Lead qualification — score inbound leads against criteria, route to correct rep, log in CRM
- Compliance checking — review documents against policy checklists, flag violations, generate reports
- Customer support triage — categorise tickets, draft initial responses, escalate complex issues
- Inventory reconciliation — compare supplier data against internal records, flag discrepancies
What we do
Server setup and Hermes installation, LLM configuration, initial skill library build for your top workflow, monitoring setup so you can see performance data, and managed operations to tune the learning loop as the agent matures.
Who it's for
Businesses with high-volume recurring workflows where the same type of task happens hundreds of times per month. The more repetition, the faster Hermes learns and the greater the compounding value. Best for operations-heavy businesses that want to own their infrastructure.
How a Hermes deployment works
Workflow Audit identifies the highest-value recurring workflow and confirms Hermes is the right fit
We provision your server (or VPS) and install Hermes with your chosen LLM
We build the initial skill library for your primary workflow and configure monitoring
Agent goes live — begins processing work and learning from each task
30-day review — we assess skill acquisition rate, tune the learning loop, and report performance
Monthly skill library review, learning loop tuning, drift detection, performance reporting, and infrastructure maintenance. Hermes managed services include a dedicated layer for skill library health.
View managed ops tiers