Ask Spotlight: your contact centre data answering back

For years, the promise of contact centre analytics has been: all your customer conversations, in one place, organised and ready to act on. EdgeTier has delivered on that promise. Hundreds of millions of interactions, automatically tagged, categorised, and surfaced through our Explore interface. The data has ALWAYS been working hard.

Getting a very specific answer, like a precise cross-section of data across region, team, contact reason, or timeframe simultaneously, could still take time and effort to pull together. A Head of Operations with a detailed question at 9am on a Monday may be dependent on an analyst to answer it by Wednesday.

Ask Spotlight changes that. 

What Ask Spotlight is

Ask Spotlight is a conversational AI interface built directly into EdgeTier. Type a question in plain language. Get an answer drawn from your actual contact centre data. No SQL. No filter sets. No waiting for a report.

It creates charts and tables on the fly. It can cross-section your data by region, channel, team, contact reason, and timeframe simultaneously. It understands the structure of your EdgeTier data because it was built for it, not bolted onto it.

This is a natural evolution of Spotlight, the analytics capability inside Explore. The same depth of data, the same rigorous categorisation EdgeTier has always applied, now accessible through conversation.

Why this is different from dropping an LLM into a dashboard

The market is full of “ask your data” tools. Most of them share a problem: they know nothing about your operation, and they haven’t been built with any understanding of what contact centre data actually looks like.

Ask Spotlight starts from a different place entirely.

EdgeTier has spent years building a platform that understands contact centre data at depth: contact reason taxonomy, sentiment in high-stress customer interactions, agent performance patterns, multilingual environments. Ask Spotlight is guided by extensive prompts that encode that knowledge. The answers are curated to the use cases that actually matter in a contact centre: QA, ops performance, customer sentiment, issue investigation, agent coaching.

EdgeTier’s deep domain expertise is baked into the foundation of Ask Spotlight, ensuring outputs are accurate, relevant, and tuned to the realities of contact centre operations. 

Customers can ask freely, shape outputs with their own organisational context, and get answers specific to their operation. There is no setup, no configuration, and no infrastructure to manage. Ask Spotlight lives inside EdgeTier, access is managed through EdgeTier, and your data never leaves EdgeTier’s infrastructure on Amazon.

This is not a generic AI assistant given access to your reports; instead it’s an expert analyst that has spent years learning your industry, given access to your specific data!

The people it changes things for

The feedback from beta testing was consistent across three very different types of company roles.

Ops leads and QA managers found they could get answers to questions they previously had to queue up for an analyst. Questions like: who is underperforming in the late evening shift and why? Which contact reasons drove the most frustration this week? What changed in the last 48 hours? Previously, getting those answers meant knowing where to look and how to filter. Now it means asking.

Analysts found that work that previously took a morning (pulling data, building a report, formatting findings) could be done in 15 minutes. The demand for analyst time does not disappear with Ask Spotlight. But the volume of requests that require significant analyst time drops considerably.

Senior leaders who don’t always have the time to filter and search data in the UI found that they could get the insight they needed without having to ask their team to prepare a summary first. One Quality Manager put it clearly: “The Q&A format is simply more accessible than static reports for people who wouldn’t normally dig into analytics.”

What 1,000 analysts in parallel actually means

The phrase we kept coming back to during development was: the power of 1,000 analysts working in parallel.

Here is what that looks like in practice.

A Product Marketing lead gets a notification that 42 customers today mentioned a competitor’s new pricing plan. A Customer Support Director learns that the recontact rate on payments is costing £3,400 per day and gets specific steps to reduce it by 40%. A CS Team Lead gets a tailored coaching plan for the one agent whose performance on renewal queries is consistently below the team average.

Each of those findings would have required separate analysis, separate requests, separate wait times. Ask Spotlight surfaces them together, in the time it takes to ask a question.

A Head of Ops Performance for an iGaming company described it well: “Cross-sectioning data across channel, market, and category used to take days because the insights were buried. That problem goes away.”

The data foundation matters

Ask Spotlight is only as good as the data it draws on. This is where EdgeTier’s existing platform does the heavy lifting that makes this possible.

Most tools trying to do something similar are working with inconsistently tagged, manually categorised, or sampled data. EdgeTier’s data is different. Every conversation, across every channel and language, is automatically tagged, categorised, and structured. The AI contact reason classification, the sentiment scores, the agent performance data, the anomaly signals from Sonar – all of it feeds into what Ask Spotlight can access and reason about.

When you ask Ask Spotlight a question, it is not searching a pile of raw transcripts. It is querying a structured, deeply organised record of every customer interaction your operation has handled. That is why the answers are specific, accurate, and fast.

For the teams already using EdgeTier

If you are already using Explore, you have been sitting on top of the most structured, most complete picture of your customer operation in the industry. Ask Spotlight is what lets you actually talk to it.

The analysts you have will work faster. The questions your leadership asks will get answered faster. The problems that are currently buried in data until someone goes looking will surface on their own.

Learn more about Ask Spotlight today.