What you get
A bounded AI workflow built and delivered with clear system scope, defined data handling, permission boundaries, and human approval rules. Written scope confirmed before any payment or build commitment — no unrestricted agents, no uncontrolled automation.
Why security-led AI integration matters
AI workflows connect directly to your tools, channels, and business systems — WhatsApp Business, CRM, helpdesk, email, documents, and internal databases. Each connection introduces specific risks: excessive AI agency, unsafe tool access, prompt injection through connected channels, and system actions taken without human approval.
This sprint focuses on excessive AI agency, unsafe tool access, weak permission boundaries, system-action risk when connected tools allow write operations, prompt injection through WhatsApp or form inputs, and missing human approval points before the AI can act.
BilgeQor's AI services are built around written scope, approved data sources, permission boundaries, human approval points, and review before wider rollout.
Scope drivers
Ideal for
- Malaysian SMEs ready to move from AI planning into a first controlled implementation
- Teams wanting to connect an AI workflow to WhatsApp Business, CRM, helpdesk, email, or internal documents
- Operations, support, or service teams with repeatable, defined tasks
- Leaders who need written scope, permission boundaries, and human approval rules before any AI goes live
- Teams that want AI helping with specific tasks — not an unrestricted autonomous agent
Included
- AI workflow scope definition
- Integration boundary design
- Prompt and instruction architecture
- Knowledge source and tool-access plan
- Human approval and escalation rules
- Data handling and permission notes
- Test scenarios and launch-readiness notes
- Written implementation summary
Excluded
- Unlimited AI agents or unlimited workflows
- Unrestricted autonomous decisions or unscoped system actions
- Legal, financial, medical, or regulated decision automation
- Full CRM, ERP, or helpdesk rebuild
- 24/7 AI operations or live support staffing
- Formal compliance certification
- Payment before written scope is confirmed
How it works
Scope confirmation
Confirm the workflow, systems, tools, users, data context, and approval rules in writing before any build work begins.
Integration design
Define the AI workflow, tool boundaries, knowledge sources, permission controls, and human handoff rules.
Build preparation
Prepare the implementation structure, prompts, rules, test cases, and delivery notes.
Review and handoff
Walk through the agreed workflow, limitations, approval model, escalation rules, and next implementation steps.
Representative deliverable
AI Integration Scope, Permission Boundary and Test Scenario Pack
All AI services require scope confirmation before work begins. Submit a request — we review and confirm in writing before sending a payment link.
Frequently Asked Questions
Ready to get started?
Submit a service request — we confirm scope before any payment