Autonomous AI Agents
NexWerk AI builds custom autonomous agents for small-to-medium enterprises and industrial teams. Our agents handle document parsing, lead qualification, and ERP/CRM updates autonomously, combining large language model reasoning with strict human-in-the-loop safety controls.
Problems Solved
- High volume of unparsed incoming PDF invoices/RFQs.
- Slow manual lead responses during non-business hours.
- Repetitive data entry across legacy business systems.
Suitable Use Cases
- Inbound email and inquiry classification.
- Technical specification and bid document parsing.
- Multi-system database record reconciliation.
Unsuitable Use Cases
- Fully autonomous high-stakes financial transactions without approval.
- Replacing core human strategic decision-making.
Delivery Approach & Deliverables
We deliver custom agent code configured on private API infrastructure, integrated directly into your existing tools (Slack, Teams, Notion, Hubspot, or custom webhooks). Includes monitoring dashboards, error notifications, and complete team training.
Security & Privacy Safeguards
All agents operate on private API endpoints with zero data retention. Your operational data is never submitted to public model training sets, and strict rate limits prevent unintended API behavior.
Frequently Asked Questions
If an agent detects ambiguity or a high-value action, it posts a structured approval card to your Slack or Teams channel. A team member clicks "Approve" before the final action executes.