Autonomous agents · Human in the loop
AI agents: automation you can trust
Two autonomous agents that take on the repetitive work of growing a business, with a human in control.
- Agents
- Social media · Prospecting
- Control
- One human approval per item
- Running cost
- No subscription
01Context
Growing a small business means two endless chores: posting consistently on social media, and finding new clients. Both are repetitive, and both are risky to hand to a fully autonomous AI.
02Challenge
Automate almost all of the work while keeping a human firmly in control, at no running cost, and with no data leaving the server.
03Architecture
A local, open-source model that only writes; search, filtering, scoring, checks and scheduling are ordinary code.
Automatic quality checks catch the model's mistakes before a human sees the result.
One approval per item, in one click, from a phone or a computer. Each agent remembers what it has done, and runs 24/7 in containers.
04Key decisions
Keep the AI to the one thing it does well, writing, and keep everything else deterministic and testable.
Build responsibility in: public contact details only, an opt-out in every email, one follow-up maximum, and sending pauses automatically if delivery quality drops.
05Result
A steady social media presence and a continuous flow of qualified leads, for a few minutes a day, with full control and no subscription.