Capabilties

We don't start with a method. We start with your problem.

The capabilities below are the tools we bring to bear — but what makes ORRO different is how we combine them.

Every engagement is built from scratch around what your specific question actually requires. Here's how we do it:

Core Capabilities

The foundational methods we apply across every engagement

Text Analytics We transform unstructured text — surveys, reviews, transcripts, posts — into structured, measurable data. This is the foundation of most of our work, but it's rarely the whole answer. We combine text-derived signals with numeric data to build a more complete picture than either source provides alone.

Topic Discovery Before you can measure something, you have to know what to look for. We use unsupervised methods to let your data surface its own themes — which means we find what's actually there, not just what you expected to find. Some of our most valuable client insights have come from topics no one thought to look for in advance.

Customer Segmentation / Persona Development We identify distinct groups within your audience based on how they actually behave and what they actually say — not just demographic proxies. The result is personas grounded in real language and real patterns, built to support decisions rather than decorate presentations.

Survey Analysis (including open-ended responses) Most survey analysis stops at the Likert scale. We go further — into the open-ended comments where people say what they actually mean. At any scale, from hundreds to hundreds of thousands of responses, we make that qualitative layer fully analyzable and statistically rigorous.

Marketing Analytics We connect what people say in unstructured text to measurable outcomes — ratings, satisfaction, purchase behavior, retention. The goal is always the same: give you a defensible basis for decisions that would otherwise rely on intuition.

AI Use Cases We help organizations figure out where AI can realistically add value — and where it can't. We build practical applications tailored to your specific data and questions, and we're honest about what the technology can and can't do.

Model Review and Improvement If your organization already has an AI or Natural Language Processing (NLP) model that isn't performing as expected, we diagnose what's going wrong and build a path to improvement. Sometimes the problem is the data. Sometimes it's the method. Sometimes it's the question the model was built to answer.

Applications

Domain-specific ways we put our capabilities to work

Product Insights Your customers are already telling you what they think about your product — in reviews, in support tickets, in social posts. We make that feedback fully analyzable, surfacing what delights, what disappoints, and what they wish existed, at a scale no human team could read manually.

Competitor Product Analysis We apply the same methods we use on your data to your competitive landscape — analyzing publicly available text to reveal how your brand compares on the dimensions that actually drive consumer decisions.

Social Media Mining and Analysis We collect and analyze text from social platforms to track sentiment, emerging topics, and brand perception over time. The goal isn't a dashboard — it's a story about what's changing and why.

Sports Analytics Quantitative sports analytics has become sophisticated. The qualitative side — scouting language, fan feedback, media framing, player narratives — remains largely unmined. We apply text analytics to sports contexts to find the patterns that box scores and tracking data miss.

Survey Design and Deployment Better analysis starts with better questions. We help design surveys that generate richer, more analyzable responses — and deploy them in ways that improve response quality and representativeness.

Auto-translation of Text We translate multilingual text data into English so your entire dataset can be analyzed consistently — no matter where your customers, employees, or respondents are located. We've applied this to consumer reviews across multiple languages in the same analysis.

Don't see your specific challenge listed here?

Good. That probably means it's the kind of problem we find most interesting.

ORRO exists for the bespoke challenge — the one that doesn't fit a standard framework, that requires building something new, that other firms have told you is too complex or too unusual to tackle.

Language exerts hidden power, like the moon on the tides - Rita May Brown

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