What tools or processes do you currently use for customer support and information retrieval?
What ERP/MES/SCADA or other systems are currently used (if any)?
Is there a Knowledge Base or FAQ system already in place?
What is the average number of customer inquiries per day?
Internal team size (Customer Support / IT / HR / Sales)?
Describe your current manufacturing or operational workflow:
What are the major pain points in your current setup?
☐ Delayed responses
☐ Repetitive queries
☐ Lack of automation
☐ Language barriers
☐ Search inefficiencies
☐ Poor documentation access
4. AI Readiness & Understanding
Have you used AI/ML or AI agents before? (Yes / No / Piloting)
If yes, what platforms or vendors have you tried?
What kind of data is available in your system? (e.g., Sensors, PLCs, IoT, ERP Logs)
How comfortable is your team with adopting AI-based automation? (Low / Medium / High)
Who will be responsible for evaluating AI-based tools internally?
Do you have in-house AI/ML experts, or would you need full support from our team?
5. AI Use Cases & Feature Requirements
Which areas would you like AI to optimize? (Check all that apply)
☐ Predictive Maintenance
☐ Quality Control
☐ Supply Chain Optimization
☐ Production Line Efficiency
☐ Defect Detection
☐ Energy Consumption Optimization
☐ Customer Support
☐ Internal Employee Helpdesk
☐ Sales Enablement
☐ HR Automation
☐ IT Service Desk
☐ Knowledge Retrieval
☐ Other (please specify):
Do you require real-time monitoring and alerts? (Yes/No)
Key features required (select all that apply):
☐ AI Search
☐ Multi-language Interface
☐ Role-based Access Control
☐ Real-time Data Insights
☐ API Integrations
6. Security & Compliance
Are there any regulatory frameworks you must comply with? (e.g., GDPR, HIPAA, ISO 27001)
Preferred data security standards (e.g., ISO, SOC 2)?
Data retention policy requirements:
Do you require:
☐ SSO Integration (Okta, AD, etc.)
☐ End-to-End Encryption
☐ Role-Based Access Control (RBAC)
7. Integration & Customization
Which platforms should the AI integrate with?
Any specific workflows or automations to build?
8. KPIs & Success Metrics
What metrics would define success for the AI agent?
☐ First Response Time
☐ Resolution Rate
☐ User Satisfaction (CSAT)
☐ Reduction in Human Involvement
☐ Time Saved per Task
What key performance indicators (KPIs) will you use to measure success?
What are your automation goals?
☐ Reducing manual workload
☐ Reducing human errors
☐ Improving internal communication
☐ Scaling customer support without hiring
Do you have any existing datasets for training AI models?
9. Budget & Timeline
Is there a defined budget for this project? Yes / No / Not Sure
Budget range (Monthly / Annual):
Expected implementation timeline:
Are any internal or external approvals required?
10. Engagement Status & Next Steps
Has a demo been scheduled? Yes / No → Date:
Interested in a Free Trial or Pilot? ✅ / ❌
POC timeline & scope:
Contract or commercial discussion status:
Decision timeline:
Follow-up date:
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