AI & Agents
Autonomous agents that automate full processes. We build them from scratch or evolve what you already have running — with secure connections to your internal systems.
There's a wave of companies integrating chatbots no one uses. The problem isn't the tech — it's not identifying where AI actually saves hours, nor how to connect it to internal systems without opening your network. Before writing prompts, we map processes and solve secure access.
Build from scratch or evolve: we take the agent you already have and add capabilities without rewriting
Copilots integrated into your stack — Slack, CRM, internal dashboards, custom products
Connections to internal systems via Hermes — our abstract layer hosted on a dedicated VPS
RAG over your internal documentation with embeddings and private vector store
Function calling with guardrails: the agent executes real actions, not just answers
Eval suite that measures quality and detects regressions when models change
The agent reaches into your real tools. For internal systems we expose a bridge from Hermes — our abstract layer hosted on a dedicated VPS.
Agent orchestration and RAG
Interchangeable LLM per case
Integration layer hosted on a dedicated VPS
Embeddings and private vector store
Tools the agent can invoke
- Copilot or agent integrated to your stack (Slack, CRM, your own)
- Usage metrics and response quality dashboard
- Eval suite to detect regressions when models change
- Documentation of prompts and architecture
OpenAI, Anthropic, or open source?
Depends on the case. For complex reasoning we usually pick Claude. For multimodal or low cost, GPT. Open source (Llama, Qwen) when there are private data restrictions and high volume.
How much does it cost to run?
We give you a pre-build estimate with real data from your case. Most internal copilots cost between 50 and 500 USD/month in tokens, depending on volume.
What about data privacy?
We use zero data retention with providers when critical, on-premise when the client requires it, and always audit what information leaves the perimeter.
Ready when you
are.
30 minutes on Zoom. We listen and assess if we can help. If we're not the right fit, we'll point you to someone who is.