# Insights from Experts and Leaders

## Tamara Martinez

CMO at Capicua  
[Discover Shaped Clarity](/content/shaped-clarity/index.html)

**Maslow's Hierarchy of Needs for Digital Products**  
Discover how Maslow's hierarchy of needs maps to digital products, from functionality to trust to delight, and how product teams use it to prioritize.  
[Read More](/content/blog/maslow-hierarchy-of-needs-digital-products/index.html)

**Domain Specific AI: Building, Buying, or Adapting Models**  
Domain specific AI decides where product advantage lives. Learn when to build, buy, or adapt domain-specific language models for your software product.  
[Read More](/content/blog/domain-specific-ai/index.html)

**Value Stream Mapping for Software Products**  
Value stream mapping shows product leaders where software delivery actually stalls. A practical guide to value stream management, flow, and rework costs.  
[Read More](/content/blog/value-stream-mapping/index.html)

**Digital Products and CX Transformation**  
How CX transformation works in software: aligning digital transformation and customer experience through signal, journey architecture, and product decisions.  
[Read More](/content/blog/digital-products-cx-transformation/index.html)

**What Vibe Coding Costs Software Teams at Scale**  
What is vibe coding, and what does it really cost once a product scales? A founder's guide to AI speed, product judgment, and the true price of vibe code.  
[Read More](/content/blog/vibe-coding-software-at-scale/index.html)

**Types of Bias in Research for Digital Products**  
Learn the types of bias in research that quietly distort software decisions, from sampling and confirmation bias to AI sycophancy, and how to correct each.  
[Read More](/content/blog/types-of-bias-in-research/index.html)

**The Design Thinking Process in Engineering Design**  
The design thinking and engineering design processes can work as a single loop. See how product leaders cut rework and ship software users actually adopt.  
[Read More](/content/blog/design-thinking-process-engineering-design/index.html)

**Predictive Maintenance AI for Digital Products and Software**  
How predictive maintenance AI moves product teams from firefighting to forecasting failure, with a maturity model, real cost math, and proof metrics that hold.  
[Read More](/content/blog/predictive-maintenance-ai-digital-products/index.html)

**The SCAMPER Method for Digital Product Innovation**  
The SCAMPER method provides product teams with seven prompts to turn a stalled roadmap into decisions worth funding. Explore our founders' guide.  
[Read More](/content/blog/the-scamper-method/index.html)

**Interaction Design vs UX Design for Digital Product Value**  
Interaction design vs user experience: what each discipline owns, why behavioral defects cost the most, and how product leaders should divide the work.  
[Read More](/content/blog/interaction-design-vs-ux-design/index.html)

### Product Experience Strategies

**Launch Faster.**  
**Scale With Confidence.**  
Deliver the experiences that users love and founders believe in. Fewer iterations, better insight, stronger outcomes. Discover how to turn vision into value.

**Fyllo: Innovative, Complaint Data Analysis**  
[Read More](/content/work/fyllo/index.html)

**APX: Business Growth-Driven Education**  
[Read More](/content/work/apx-platform/index.html)

**DRK Beauty: Dedicated Mental Health Treatments**  
[Read More](/content/work/drk-beauty/index.html)

**HelloFund: People-First, Intelligent Fundraising**  
[Read More](/content/work/hellofund/index.html)