AI Agents
Custom autonomous agents for operations, sales and support.
We build agents that execute your processes end to end: research, drafting, publishing, qualification, reporting. Not demos — systems that have been running every night for months, with guardrails, supervision and automatic recovery.
The problem
Your teams repeat the same work every week: publish, compile, follow up, classify. Every repeated hour is lost twice — today, and again next week.
Most agent projects die between the demo and production: no guardrails, no supervision, no error recovery. The prototype impresses, then quietly stops running.
Our method
Flow mapping
We document the real process — not the org chart — and identify the steps where an agent delivers a measurable gain.
Agent architecture
Orchestrator, tools, vector memory, task queues: every agent has a precise role, a budget and explicit limits.
Guardrails & validation
Approval modes, confidence thresholds, audit logs. Humans keep control over anything that commits your brand or your money.
Measured production
Monitoring, alerting, automatic error recovery, multi-model fallback. An agent that can't restart itself isn't finished.
Measured results
- 4
- Daily publications with zero intervention
- 1
- SEO articles generated per day, per country
- 3
- Model fallback levels in production
Stack
- Claude
- LangGraph
- PostgreSQL + pgvector
- Redis
- n8n
- MiniMax
Frequently asked questions
What happens when the agent makes a mistake?+
Every agent ships with guardrails: human validation on committing actions, confidence thresholds, audit logs and error recovery. Mistakes are detected, traced and corrected — not discovered by your customers.
Does our data stay with us?+
Yes. Databases (PostgreSQL, Redis) run on your infrastructure, API keys belong to you, and the code is delivered in your repository. No dependency on an opaque proprietary platform.
How long until an agent is in production?+
A narrow, well-scoped agent ships in two to six weeks, including guardrails and monitoring. Autonomy then expands in measured steps — never by default.