I'm a CX Analyst
Tired of manual coding and defending the methodology to the room? You'll find transparent AI, sector-tuned themes, and the time back to do the analysis you trained for.
Make customer feedback structured and answerable—a complete view for analysts, accurate answers for decision-makers.
Wordnerds builds an auditable structured data layer from customer feedback—surveys, complaints, reviews and calls. Analysts get the complete picture in Power BI; decision-makers ask questions in chat and get accurate, auditable answers quickly.
Why do good insights so rarely change anything?
The insight-to-action gap is the moment customer feedback turns into something nobody acts on—a dashboard nobody opens, a quarterly report nobody reads, a generic-AI tab that summarises confidently and inaccurately. Andy Blythman at First Bus named it bluntly: organisations aren't short of data; they're short of using it.
When leadership asks "what is it telling us?", the answer shouldn't take three weeks and a slide deck. Generic-AI like Chat GPT and Copilot will answer in seconds—confidently... and often wrong.
For most organisations, the bottleneck isn't collection—it's translation. Your insight team has the data. Your operational teams have the questions. Between them sits a tooling gap nothing on the market closes, and a generic-AI tab that fills the silence with answers no regulator or board can accept.
The result: feedback gets collected, summarised, archived, and ignored. The decisions it should be shaping happen on instinct.
How do insights reach everyone, not just the insight team?
One structured layer serves both audiences—analysts see the complete picture in Power BI; decision-makers ask questions and get accurate, auditable answers quickly. Wordnerds builds that layer permanently into your Microsoft stack (or elsewhere!) via a five-step pipeline: unstructured to structured to semantic, then analyst and agent.
Build once, serve both. Whether your team starts in Qualtrics, Medallia, complaint logs, contact-centre calls, reviews or social, the analysis flows into the same place your decisions already get made—Microsoft Power BI. Nobody logs in to a separate platform to find out what customers are saying.
Why do organisations like yours choose Wordnerds?
Customer feedback should be the most useful data in your business. We make sure it is.
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Defensible to any regulator or board
Wordnerds' AI surfaces themes automatically using sector-tuned models, with definition-led co-design as the quality-control layer on top. Every theme traces back to source verbatim, so an agent reasoning over your feedback is only as reliable as the auditable layer it reads against—Wordnerds is that layer.
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A team alongside yours, not a black box
Wordnerds analysts co-design the classification frameworks, sector tunings and Power BI delivery alongside your team. We bring sector-tuned models; you bring the language your customers actually use—so the themes you see on your dashboards are ones you and your auditors recognise.
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Built for regulated industries
Wordnerds works deeply across UK regulated sectors—housing associations, transport operators, financial services, utilities and retail. Pre-built frameworks for TSM, Awaab's Law, Consumer Duty and ORR reporting mean the audits and regulators you face are already in our models.
How does Wordnerds turn customer feedback into action?
"Make it that simple: score, why, top five things to fix. And then that'll drive some action."
— Carl Borrell, First Choice Homes Oldham
GENERATE-IMAGES: abstract-geometric—feedback sources (surveys, complaints, reviews, calls, social) converging into a central Wordnerds node; multi-source flow language; brand palette; 640×360px (16:9)
Connect every feedback source
We ingest feedback from every channel—surveys, complaints, contact-centre calls, reviews, social, in-product feedback—into a single foundation. Every customer voice in one place, ready to be classified.
GENERATE-IMAGES: abstract-geometric—transformation from raw text to themed clusters to semantic structure; brand palette; 640×360px (16:9); NOT a five-layer stack diagram
Build structured insight
A five-step pipeline—unstructured to structured to semantic, then analyst and agent—turns raw feedback into themes prioritised by impact, with the evidence behind every one. Co-designed with your team, sector-tuned, fully traceable.
GENERATE-IMAGES: abstract-geometric—themed insights resolving into a prioritised action list or decision shape; action-orientation; brand palette; 640×360px (16:9)
Deliver actionable intelligence
Themes, drivers and priorities push directly into Microsoft Power BI—native delivery, where the decisions already get made. Your operational teams see the priorities resolving into actions on the dashboards they already use, not a separate platform.
What do we actually do with your data?
Four analytical techniques that turn themes into decisions.
What does it look like when customer feedback starts driving decisions?
Sainsbury's manages 2 million CSAT responses a year through Wordnerds—4.5 million customer voices analysed, 11,200 working days saved, and £2 million in labour costs released back to the business. UK Retail at scale, with the same Power BI delivery any regulated sector can use.
Before Wordnerds, the Sainsbury's CSAT programme generated more verbatim feedback than the team could read. Now the themes, drivers and sentiment land directly in Power BI—visible to operational teams and the board on the same surface, on the same day, with the audit trail behind every claim.
When customer feedback shapes the operational decisions it should, your insight team stops defending the data and starts being asked for more of it. That's the working state Sainsbury's reached, and what every Wordnerds engagement is shaped to deliver.
Which describes you?
I'm a CX Manager
You have the data; you need the decisions. You'll find the bridge from theme to action—drivers prioritised, evidence traced, dashboards your operational teams already use.
I lead CX transformation
You need customer evidence the board will trust and the regulator will accept. You'll find auditable themes, sector breadth, and a partner that scales with the transformation you're accountable for.
Common questions about Wordnerds
What is Wordnerds?
Wordnerds builds an auditable structured data layer from customer feedback—surveys, complaints, reviews and calls. Analysts get the complete picture in Power BI; decision-makers ask questions in chat and get accurate, auditable answers quickly.
How does Wordnerds connect to Power BI?
Wordnerds pushes themes, drivers and priorities natively into Microsoft Power BI—no logging into a separate platform, no export-and-paste job. The intelligence lives permanently on the BI surface your operational teams already use, so a Power BI user gets the customer answers alongside every other operational metric.
Who is Wordnerds for?
Wordnerds works with UK regulated-sector organisations—housing associations, transport operators, financial services, utilities and retail—where customer feedback is both a compliance evidence base and a business-outcome lever. Insight teams, operational managers and transformation leaders use the same platform, served at the level of detail each one needs.
Who is liable if AI makes a mistake?
Every theme Wordnerds surfaces traces back to source verbatim, with analyst-ratified classification logic visible end-to-end. As Ian Fox at Trent & Dove put it: "Who is liable? Is it the AI software or is it for us as the organisation?" The audit trail makes that question answerable—and the business metric still moves.
How is Wordnerds different from Copilot or generic AI—can't an agent just do this now?
An agent is only as reliable as the layer it reasons against. Generic AI runs on whatever it scrapes that day; the answer changes every time you ask, with no audit trail. Wordnerds is the auditable substrate—analyst-authored themes, sector-tuned models, traceable classifications—the layer any agent needs underneath to be trusted.
