AGENT SYSTEM
AI that holds a job —
Not a chat window
The HKM Agent System is an enterprise Digital Employee operating system: governed, auditable AI agents that execute real work — in the messaging tools, business systems, and data your organisation already runs on — with a human always in command. Agents execute. The OS governs.
THE ARCHITECTURE
Six layers. One chain of command
Execution frameworks run the agents. The Control Plane runs the enterprise: management, governance, evaluation, and delivery at scale.
Business Entry & Interaction
Work arrives where your people already are: Lark, Slack, WhatsApp, Telegram, web portal, or direct API.
Digital Employee Workspace
A unified workspace: employee registry, task centre, chat and collaboration, approval centre, monitoring dashboard, and daily / weekly reporting.
Enterprise Agent OS Control Plane
The governance core: registration, skill and version control, permissions and approvals, scheduling, memory governance, evaluation and benchmarking, audit logs, cost control, observability, and human-in-the-loop checkpoints.
Agent Runtime Provider
Pluggable execution frameworks and model routing — tool calling, session handling, and workflow orchestration beneath the governance layer, swappable as the frontier moves.
Tools & Data Integration
MCP connector hub, API connectors, webhooks, and RPA / browser automation — reaching CRM, ERP, databases, BI, code repositories, ticketing, email, documents, ad platforms, and finance systems.
Enterprise Knowledge & Resources
Session context, project memory, and enterprise knowledge — used by the runtime, but governed, isolated, shared, and archived by the Control Plane.
THE CLOSED LOOP
Digital employees that
improve on the job
Every task runs a full loop: execution → output → human feedback → skill optimisation → regression testing → version upgrade → continuous evolution. Performance is benchmarked, not assumed — the same discipline we apply to trading strategies, applied to labour.
TYPICAL DIGITAL EMPLOYEES
Sales Assistant
Lead follow-up, CRM hygiene, meeting preparation, and pipeline reporting.
Ads Analyst
Cross-platform campaign monitoring and spend-performance reporting.
Customer Service
First-line response, ticket triage, and escalation under approval rules.
Project Manager
Task tracking, status synthesis, and daily / weekly reporting cadence.
R&D Engineer
Code tasks executed through governed CLI runtimes with full audit trails.
Most agent deployments fail on governance, not capability. We built the governance first: permissions, audit, cost control, evaluation, and a human in the loop — by architecture, not by promise.
See it running
A scoped demonstration on your use case, or a quotation for a pilot deployment