Lyra Agent

See why world-leading teams choose Lyra Agent

Lyra is the AI agent that’s transforming CX intelligence as we know it. The most forward-thinking CX, Product, Support and Insights teams rely on our agent every day to get proactive insights and answers they can genuinely trust.

Chattermill CXI agentic architecture diagram

Hi John, what should we investigate?

Ask anything about your customer feedback…

🧳 Booking experience

Issues

Feature requests

Diagnose

What's trending down

Expert reasoning, next-level intelligence

Lyra Agent thinks and acts like a seasoned analyst

A highly-trained CX agent that works alongside your team. Lyra takes on any workflow and drives it forward, step by step. Ask a question, get an answer – backed by verifiable numbers, and real customer quotes.

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Lyra Agent runs on autopilot, delivering insights while you sleep

Working constantly in the background, our agent scans your feedback, analyzes it, and automates the work behind the scenes. It detects issues, surfaces opportunities, and alerts the right team the moment it matters – no manual digging required.

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Automatically flags what's driving your metrics down

Move past surface-level insights to a system that automatically spots problems, always backed by evidence.

Instantly surfaces what customers want next

Lyra Agent scans your product feedback, app reviews, social media, and more to surface your biggest opportunities, proactively.

SKILLS

CX domain expertise is encoded into everything Lyra does

Think of the best CX analysts in the world. Now imagine all their expertise encoded into one single agent. With a library of predefined skills crafted by specialists and refined through hundreds of real deployments and years of work, Lyra was trained to be best-in-class.

Answers you can trust

every time

Lyra Agent performs best because it runs on our proprietary AI

  • Frontier LLMs for open-ended reasoning, and fine-tuned specialist models for precision tasks
  • Strategic & precision insights to track broad trends and precise issues
  • Aspect-Based Sentiment Analysis built-in by design

Most AI models are generalists, not specialists. Our proprietary AI models were custom-trained to excel at one thing: customer experience intelligence.

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Built for strategic & precision insights

AI that sees the big picture and the finest detail — from high-level trends to precise root causes hiding beneath them.

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Powered by AI agents

Our flexible, modular tech stack is built for the agentic era — ready for your team and your agents.

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Contextually intelligent

Every feedback signal, layered with your CRM, ops, transactional, and competitive data — so every insight reflects the full context of your business.

Lyra Agent is built
on a stable taxonomy

A reliable taxonomy is the foundation of any trend analysis — you can only track what something becomes over time if it was consistently defined from the start.

General-purpose AI agents construct categories on the fly, and by nature, interpret data slightly differently each time. It becomes impossible to tell whether a change in the data is real or simply the agent improvising differently — so teams end up chasing noise instead of signal.

Lyra Agent works differently. It runs on a taxonomy built with the domain expertise and precision enterprise scale demands, so you can trust that a change in the numbers reflects a real change in customer behavior, not inconsistent labeling.

Lyra Agent’s answers are always structured and validated

Lyra doesn't analyze customer feedback from scratch every time you ask a question. Using Chattermill's new-age insights engine, every customer signal is classified, scored, and validated. So Lyra gets structured intelligence that's fast, consistent, and instantly verifiable.

  • Metrics tracking
  • Advanced filters & segmentation
  • Strategic & precision insights
  • Reports & dashboards
  • Anomaly detection
  • Impact analysis
Chattermill Agentic CX Intelligence Architecture
Data Layer
Surveys
Reviews
Contact Center
Support
Social
Business Context
AI Insights Engine
CX Context Engine
Purpose Tuned LLMs

Frontier LLMs for open-ended reasoning, and fine-tuned specialist models for precision tasks.

Strategic & Precision Insights

Strategic insights track trends, precision insights pinpoint specific issues.

CX Analytical Engine

Every signal, structured into intelligence agents can act on.

Workflows & Alerting

Triggered reports and dashboards, anomaly detection, real-time alerting.

Insight Governance

Ensures the highest accuracy, precision, and reliability of every insight.

Skills & Evals

A skills library teaching agents how to use the insights engine, evaluated continuously.

Knowledge & MemoryComing Soon

A knowledge layer agents consult automatically, with a memory system built on top.

Governance

Multi-layer controls across the agentic stack — so every output can be trusted.

Collaboration & AuditComing Soon

All activity logged — data access, configuration changes, user actions.

CX Context GraphComing Soon

A structured, queryable record of every insight path an organization produces, helping agents get smarter.

Agent Layer
Al Agents
Lyra AgentComing Soon

A Chattermill-native agent, purpose-built for CX
intelligence workflows.

Custom Agents
Chattermill CXI agentic architecture diagram

Lyra Agent delivers verified answers - every time

An agent is only as good as the intelligence behind it. Because Lyra AI has already classified, analyzed, and validated every piece of feedback before an agent ever queries it, the agent is not guessing — it is retrieving structured, accurate, and verified intelligence. The result is deterministic: the same question asked on Monday returns the same answer on Tuesday. The answers are consistent, traceable, and grounded in evidence — which is what makes them reliable enough to base business decisions on.

Lyra Agent is very different to general-purpose AI agents

Most AI agents generate every answer from scratch. That means the same question can return a different answer each time you ask. With Lyra, reasoning and retrieval are handled separately. Frontier LLMs manage open-ended reasoning, while fine-tuned specialist models retrieve data that has already been classified, scored, and validated. The numbers are never generated — only retrieved.

Lyra’s agentic components are under constant evaluation

We carry out a series of continuous evaluations to keep the model running as sharp as possible.

Skill-level evaluations test each analytical recipe against known data sets. Pipeline evaluations verify correctness from data ingestion through to final output. Regression evaluations catch when model updates or data changes break existing functionality.

All results are tracked over time, with automated alerting on degradation — so every answer Lyra delivers is one you can act on with confidence.

Lyra Agent processes every piece of feedback

Context windows have limits. General-purpose agents can only process a fixed amount of text at once, so with tens of thousands of customer comments, they sample, truncate, or batch — and each approach introduces inconsistency into decisions that depend on it.

Lyra Agent doesn't sample. Every single piece of feedback is tagged and processed, so your analysis is always built on the full picture, not a subset of it.

Fits into how your

team already works

COMING SOON

Lyra Agent works
with your existing stack

Lyra pushes proactive insights straight into Jira, Slack, Microsoft Teams, and more – so the right team gets notified the minute something important happens.

Lyra Agent connects with any AI agent

Use Lyra within the Chattermill app, or connect it to your own AI agent via the Chattermill MCP. Same intelligence, same reliability – wherever you work.

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Lyra Agent

Lyra Agent delivers verified answers - every time

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Built for enterprise

backed by experts

The best brands already use Lyra Agent

We co-develop our agentic capabilities in direct collaboration with world-leading teams across CX, Customer Support, Product and Leadership. Regular customer advisory boards directly shape our roadmap, so what we build is directly relevant to the people who use it most.

Uber logoBooking.com logoJust Eat logoTesco logoE.ON logoHelloFresh logoJ.P. Morgan logoSantander logoVivobarefoot logoQonto logoZappos logo

“Chattermill’s impact permeates all levels of the company. It plays a crucial role in shaping UX decisions, payment method launches, and feature introductions.”

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Renata Vasconcellos de Sa

Head of Rider

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SECURITY & COMPLIANCE

Enterprise-grade platform built for trust

Enterprise-ready by design. Manage multiple teams, control access, and ensure PII compliance within an interface built for the modern enterprise organization.

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SOC 2 Type II

GDPR & CCPA COMPLIANCE

ISO 27001 CERTIFIED

SSO

ACCESS CONTROLS

PII REDACTION

Lyra Agent was engineered by world-class AI experts

Models of this quality take years to build — and a world-class team to build them. Led by Aji Ghose, PhD, every decision is backed by a decade of AI software expertise. Featured in leading publications and journals like Neurocomputing and Cognitive Science.

Aji Ghose

Chief Scientist at Chattermill

Man with short dark hair and glasses wearing a light blue button-up shirt, smiling softly.

Aji Ghose is Chief Scientist at Chattermill, leading Data Science, MLOps, and MLEng teams.

Aji holds a PhD in Computational Cognitive Science from Birkbeck, University of London, specializing in multimodal deep learning, and an MSc in Computer Science with Artificial Intelligence from the University of York.

He also chairs and lectures on Data Science, Statistics, and AI at the Market Research Society.

"Our team has spent over a decade advancing the science of natural language processing. That same expertise is now driving what comes next for agentic AI. Early adopters are already uncovering new applications for Lyra Agent, and we believe it will reshape how businesses approach customer experience."

Mikhail Dubov

CEO and Co-Founder