LINKENCE

Linkence provides self-improving AI coworkers for operational teams to surface pending work and complete it across the tools they already use. The product is built to detect work waiting in email, chat, tickets, and internal systems, then assign a coworker to finish the job until next steps are done. It emphasizes keeping judgment with the people responsible for the outcome and escalating sensitive steps for approval.

The system creates a dedicated model per team, trained on that team's use case and workflows, with data staying under control of the customer. It aims to speed up recurring work and improve response and outcomes over time by self-improvement from day one, while keeping changes under human review.

Users connect Linkence to systems like Jira, Slack, Gmail, GitHub and more, enabling end-to-end handling of work from discovery to delivery with context, citations, and auditable timelines.

Linkence provides roles and guardrails per coworker, supports enterprise deployment with tenant boundaries and VPC options, and highlights faster responses and reduced token costs as outcomes of the dedicated team models.