Customer Intelligence
Your data knows what customers did. Your best people know why. Real customer intelligence holds both.
I design CRM, customer data platforms and loyalty programs around one living view of every customer, enriched with qualitative intelligence from every call, chat and video conversation. Every channel, agent and expert works from the same truth, and the relationship itself becomes an asset you own.
What you get
- CRM and CDP: strategy, selection and implementation
- Unified customer profile: identity resolution across every channel
- Qualitative business intelligence: intent, objections and sentiment from every conversation
- Loyalty and community: programs designed as owned assets
- Scoring and routing: lead scores, propensity models and assignment logic
- Data trust: ownership, consent and privacy by design
Proven in
Questions
What is customer intelligence?
It is one reliable view of each customer, combining CRM and customer data platform (CDP) data with qualitative insight from what customers say in calls, chats and video. Every channel, agent and expert can then work from the same picture.
What is qualitative business intelligence?
It is insight drawn from conversations rather than transactions alone: intent, objections, sentiment and the reasons customers buy or leave. AI makes it practical to analyze these at scale.
Do we need a new CRM or CDP?
Not necessarily. The work starts with what you have, whether Salesforce, HubSpot, Microsoft Dynamics or another platform, and recommends new tools only where they clearly add value.
How does loyalty fit in?
Loyalty and community programs are treated as owned assets: relationships and data that grow in value over time, rather than discounts. They rely on the same customer data and consent foundations.
How do you handle privacy and consent?
Consent, data ownership and privacy are designed in from the start and aligned with the regulations that apply to you. Final compliance decisions should involve your legal and privacy teams.
