VM Agent

Turn repetitive enquiries, data handling, reports, reminders, and cross-team workflows into AI Agents usable through WhatsApp, Telegram, Discord, and websites.

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DETAILS

Turn repetitive enquiries, data handling, reports, reminders, and cross-team workflows into AI Agents usable through WhatsApp, Telegram, Discord, and websites.

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FEATURES

Design sustainable AI workflows through process architecture, system integration, and permission governance.

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What types of AI Agents can be customised?

VM Agent is best for business tasks with clear inputs, rules, and repetition, making AI a workflow entry point rather than only a chatbot.

Accounting document sorting
Digital marketing reports
Customer enquiry routing
Quote and requirement intake
CRM follow-up reminders
HR onboarding Q&A
Inventory and order lookup
Internal knowledge search

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Use familiar communication channels

Agents can run through WhatsApp, Telegram, Discord, or a website entry point to collect data, check status, generate summaries, and hand off to humans when needed.

WhatsApp enquiry entry
Telegram work reminders
Discord team workflows
Website form integration

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Practical application areas

We break workflows down by industry and department, prioritising tasks that measurably save time or reduce missed requests.

Accounting: invoice sorting, receipt extraction, month-end reminders
Marketing: ad summaries, content scheduling, anomaly alerts
Sales: lead qualification, quote intake, follow-up reminders
Customer service: FAQ replies, ticket routing, handoff summaries
Operations: order status, inventory alerts, delivery progress
HR: leave policies, onboarding data, internal announcements

DELIVERY CONSOLE

Design sustainable AI workflows through process architecture, system integration, and permission governance.

01 / PROCESS ARCHITECTURE

Business process architecture

We map roles, decision points, delivery standards, and bottlenecks, turning scattered requirements into an executable workflow blueprint.

02 / SYSTEM MAP

System and data mapping

CRM, spreadsheets, documents, ad platforms, communication tools, and knowledge bases are reviewed for sources, sync logic, permissions, and automation boundaries.

03 / WORKFLOW ENGINEERING

Workflow engineering

Data collection, classification, summaries, reminders, task creation, and human approvals are combined into multi-step workflows.

04 / GOVERNANCE

Governance and launch

Role permissions, human confirmation, error handling, logs, and operating metrics are designed for safe delivery and gradual expansion.

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Ready to start VM Agent?

Tell us what you need for VM Agent. We will suggest the next step based on your goals, budget, and current setup.