When product performance signals outpace customer understanding, your teams risk clarity, speed, and trust.
Alvio helps organizations transform feedback, behavioral, and performance data into decision-ready insight infrastructure for complex ecosystems, so you can decide confidently, predict risk earlier, and prioritize efficiently across product and customer lifecycles.
HOW IT WORKS
What decision-ready means
A data-driven foundation for prioritization, early risk detection, and closed-loop learning.
01Decide what to build
Identify drivers that predict customer success and business outcomes, then rank initiatives by expected ROI.
02Connect outcomes
Connect signals to performance data so teams can see how customer progress drives results.
03Solve proactively
Shift from lagging metrics to leading indicators so teams can reduce risk and course-correct earlier.
04Close the loop
Track if changes worked, compare results over time, and make better decisions as products scales.
From Alvio’s founder
I align teams, clarify priorities, and improve LTV
Hi, there! I'm Bianca. I align what users need with what the business values to enable confident decisions that improve ROI, development speed, and decision quality.
As a Principal-level IC and cross-functional team leader, I help organizations navigate ambiguity and drive measurable growth by enabling confident, data-driven decisions across the customer and product lifecycle.
Work with Alvio
How I help teams make better decisions
Alvio Solutions + Frameworks
Platform-grade measurement built on proven frameworks from Indeed and Splunk. Alvio helps teams connect signals to customer outcomes, retention, and LTV.
Systems, modeling, automation opportunity
PARTNER PERSPECTIVES
“This is the clearest definition of automation opportunity I’ve seen. It shaped our three-year strategy.”
“Bianca has been an exceptional strategic partner in shaping our early data and modeling direction.”
“She led some of the most exciting, innovative and impactful inferential surveys I've encountered.”
Partnered with and advised teams at
ALVIO FRAMEWORKS
Proven at Indeed + Splunk, Advanced at Alvio
Alvio frameworks make decisions clear, fast, + defensible.
ASK’EM: In-product CSAT + modeled drivers
Collected millions of in-product CSAT signals that powered forecasting and prioritization. Used by 2,000+ internal users to guide roadmap, retention, and monetization at Indeed.
AAIM UP with U3: End-to-End Product Health
Unified sentiment, telemetry, and performance data to clarify product health, predict risk, and surface high-ROI actions. Enabled early intervention and defensible priorities at Splunk.
SHIP: Interaction Intelligence for AI-Native Products
Detect drift early, manage risk proactively, and sustain trustworthy experiences as you SHIP AI-native products across design, development, and evaluation.
Alvio's Recent Impact
UXDX Level Up 2026: Design, Develop, + Evaluate AI Experiences
Bianca shared how to design, develop, and evaluate AI-native products where experience is adaptive and non-deterministic. Attendees learned to identify failure modes and assess trust, confidence, and drift with SHIP.
Recent Impact
Quant UX Con 2025: Reduce product risk with inferential surveys
Bianca presented how choice-based conjoint with Hierarchical Bayes modeling quantifies strategic risk before launch and feeds inferred human tradeoffs into machine-learning priors.
Recent Impact
TechTarget 2024 Feature: Data-driven decisions at Indeed
Bianca operationalized ASK’EM, a contextual CSAT platform that unified experience, usability, and performance signals to guide OKRs and roadmap decisions across Indeed.
ENABLE PROGRESS WITH ALVIO ARTICLES
Alvio started as a way to share the invisible work behind good product decisions.
Explore how customer feedback, performance data, and measurement choices shape product direction, execution, and long-term growth.
