AI Solutions
Generative AI Where It Earns Its Place
Summarization, knowledge, quality evaluation, and content generation applied to customer experience — with a clear-eyed view of where generative models help and where they do not.
- Summarization
- Knowledge
- Quality
- Content
Applications that hold up
Contact Summarization
Automatic summaries written back to the CRM, removing the largest component of after-call work.
Knowledge Assistance
Retrieval over your policies and documentation so agents and customers get grounded answers.
Automated Quality
Consistent evaluation across a far larger share of contacts than manual QA can review.
Contact Reason Analysis
Clustering and classifying what customers are contacting about, surfacing emerging issues early.
Content Generation
Drafting responses, knowledge articles, and macros with human review in the loop.
Guardrails
Topic, content, and data controls that keep generated output inside policy.
Generative AI capabilities
- Contact and conversation summarization
- Retrieval-augmented knowledge
- Automated quality evaluation
- Contact reason clustering
- Response and content drafting
- Sentiment and intent analysis
- Prompt and retrieval engineering
- Model selection and benchmarking
- Content and safety guardrails
- Privacy and data-handling design
- Cost and latency optimization
Frequently asked questions
Where does generative AI not belong in customer service?
Anywhere an incorrect answer carries regulatory, financial, or safety consequences and there is no review step. Also anywhere a deterministic rule already produces the right answer — a generative model is a worse tool for a lookup than a lookup is. We will tell you when that is the case.
How do you handle customer data and privacy?
Data handling is a design constraint from the start: what leaves your boundary, what is retained, what is redacted before it reaches a model, and where processing happens. We design to your data residency and privacy obligations rather than retrofitting them.
Ready to Transform Your Customer Experience?
Let’s build smarter, more intelligent experiences—together.