Unlike traditional analytics that measure historical activity, Spearfish’s Contextual Intelligence Platform analyses real customer conversations to identify the specific processes, patterns, and behaviours that drive business outcomes.
Spearfish, the AI-first contact centre contextual intelligence platform, has officially launched to address the $87 billion contact centre market.
Founded by veteran entrepreneurs Ray Bohac and Matt Madzia, Spearfish transforms how companies extract, analyse, and deploy customer service intelligence by turning their best agents’ winning behaviours into scalable competitive advantages.
Unlike traditional analytics that measure historical activity, Spearfish’s Contextual Intelligence Platform analyses real customer conversations to identify the specific processes, patterns, and behaviours that drive business outcomes.
The platform then automatically designs AI-first workflows that enable every agent (human or virtual AI agent) to perform at top-tier levels from day one.
“While our competitors are automating broken processes and waiting months for AI to learn, we’re reverse-engineering excellence from companies’ best performers and deploying that intelligence instantly,” said Ray Bohac, Co-Founder and CEO of Spearfish.
ALSO READ: The State of Customer Experience: What 2025 Taught Us
“We don’t just promise transformation – we deliver measurable results that show up on the bottom line from day one.”
Revolutionary Approach to Contact Centre Intelligence
Spearfish addresses a critical gap in the market where companies invest heavily in contact centre technology but fail to capture and scale their most valuable asset – the undocumented expertise of their top performers.
The platform’s four-layer intelligence stack includes:
- Conversation Intelligence: Real-time analysis across all customer interaction channels.
- Behavioural Analytics: Extraction of winning patterns from top-performing agents.
- ProcessOptimisation: AI-first workflow design aligned with business objectives.
- Value Attribution: Direct connection between interactions and revenue outcomes.
“Conversational data from customer interactions contains a wealth of intelligence that can drive positive outcomes not just for the contact centre but the business at large.”
ALSO READ: The Trade-Offs That Reveal True Customer Centricity
“With 90% of companies already recognising conversation data as the most valuable type of data available to them for driving business metrics, Metrigy has little doubt that the use of conversation analytics will explode this year.”
“We’re only scratching the surface of what’s possible today,” said Robin Gareiss, CEO & Principal Analyst, at Metrigy, a CX Research and Advisory Firm.
“Early customers report immediate impact, including 31% reduction in customer transfers, resulting in $180K in savings from a single use case.”
Co-founders Ray Bohac and Matt Madzia bring decades of contact centre industry expertise, having previously founded CallCopy (acquired by NICE InContact) and MotionCX, a leading omnichannel contact centre platform.
Their combined experience includes building, operating, and optimising contact centres for Fortune 500 companies across multiple industries.
“Most companies have no idea what’s actually happening in their customer conversations — they have what they think is happening, built on outdated metrics and sampled data,” said Matt Madzia, Co-Founder and CTO.
“Spearfish gives them a single pane of glass into the real performance of both their human and AI agents, and more importantly, turns that into prescriptive intelligence — not just what happened, but what you should do next.”
ALSO READ: 35 Must-Read Books on Customer Experience
The global contact centre analytics market is projected to reach $4.2 billion by 2027, driven by increasing demand for AI-powered customer experience optimisation. However, most solutions focus on efficiency metrics rather than business outcomes, leaving significant value on the table.
Spearfish’s approach addresses this gap by providing instant contextual intelligence instead of requiring months-long AI training periods. This enables companies to achieve competitive differentiation while their competitors struggle with traditional implementation timelines.
“In the BPO world, everyone claims quality. Jill Blankenship, CEO of Frontline Group, said: “Spearfish lets us actually prove it—and continuously improve it.”
“We can show clients exactly what’s happening in 100% of their customer conversations, surface the behaviours that drive their specific business outcomes, and scale those behaviours across our entire operation.”
“It’s changed how we compete and how we deliver value.”
ALSO READ: Transforming CX Matrix with Conversational AI: Key Innovations and Impact in 2024















Amplitude is a product analytics platform, enabling businesses to track visitors with the help of collaborative analytics. The platform leverages the capabilities of 




Zoho Social, a part of Zoho’s suite of 50+ products, is a comprehensive social media management platform for businesses and agencies. The Zoho Social dashboard includes a robust set of features, such as Publishing Calendar, Bulk Scheduler, and Approval Management to offer businesses all the essential social media publishing tools. Its monitoring tools help enterprises track and respond to relevant social conversations.

Microsoft Dynamics 365 represents a robust cloud-based CRM solution with features such as pipeline assessment, relationship analytics, and conversational intelligence. It utilises AI-powered insights to provide actionable intelligence via predictive analytics, lead scoring, sentiment analysis, etc. Currently, Microsoft operates in 190 countries and is made up of more than 220,000 employees worldwide.

HubSpot is an inbound marketing, sales, and customer service software provider, offering robust CRM and automation solutions. Some of its products include Marketing Hub, Sales Hub, Operations Hub, Content Hub, Commerce Hub, Marketing Analytics and Dashboard Software. Guided by its inbound methodology, HubSpot enables companies to prioritise innovation and customer success.
Monday.com is a project management software company, offering a cloud-based platform that enables businesses
Headquartered in San Mateo, California, Freshworks is a global AI-powered business software provider. Its tech stack includes a scalable and comprehensive suite for IT, customer support, sales, and marketing teams, ensuring value for immediate business impact. Its product portfolio includes Customer Service Suite, Freshdesk, Freshchat, Freshcaller, Freshsuccess, and Freshservice. Freshservice for Business Teams has helped several global organisations to enhance their operational efficiency.
Talkdesk offers an innovative AI-powered customer-centric tech stack to its global partners. The company provides generative AI integrations, delivering industry-specific solutions to its customers. Talkdesk CX Cloud and Industry Experience Clouds utilise modern machine learning and language models to enhance contact centre efficiency and client satisfaction.




The company offers comprehensive cloud-based solutions, such as Microsoft Dynamics 365, Gaming Consoles, Microsoft Advertising, Copilot, among other things, to help organisations offer enhanced CX and ROI. Its generative-AI-powered speech and voice recognition solutions,such as Cortana and Azure Speech Services empowers developers to build intelligent applications.
IBM is a global hybrid cloud and AI-powered
Uniphore is an enterprise-class, AI-native company that was incubated in 2008. Its enterprise-class multimodal AI and data platform unifies all elements of voice, video, text and data by leveraging Generative AI, Knowledge AI, Emotion AI and workflow automation. Some of its products include U-Self Serve, U-Assist, U-Capture, and U-Analyze. Its Q for Sale is a conversational intelligence software that guides revenue teams with AI-powered insights, offering clarity on how to effectively keep prospects engaged.
Google Cloud accelerates every organisation’s ability to digitally transform its business. Its enterprise-grade solutions leverage modern technology to solve the most criticial business problems
8×8 offers out-of-the-box contact centre solutions, assisting all-size businesses to efficiently meet customer needs and preferences. It offers custom CRM integrations support and integrates effortlessly with third-party CRMs like Salesforce, Microsoft Dynamics, Zendesk, and more. Offering global support in all time zones & development teams in 5 continents, its patented geo-routing solution ensures consistent voice quality.
Sprinklr is a comprehensive enterprise software company for all customer-focused functions. With advanced AI, Sprinklr’s unified customer experience management (Unified-CXM) platform lets organisations offer human experiences to every customer, every time, across any modern channel.


Upland offers a comprehensive suite of contact centre and customer service solutions with products including InGenius, Panviva, Rant & Rave, and RightAnswers. InGenius enables organisations to connect their existing phone system with CRM, further enhancing agent productivity. Panviva provides compliant and omnichannel capabilities for highly regulated industries. Whereas, Rant & Rave, and RightAnswers are its AI-powered solutions, 


Hootsuite, headquartered in Vancouver, is a social media management platform that streamlines the process of managing multiple social media accounts. Some of its core offerings include social media content planning and publishing, audience engagement tools, analytics and social advertising. Its easy-to-integrate capabilities help marketing teams to schedule and publish social media posts efficiently.

Brandwatch enables businesses to build and scale the optimal strategy for their clients with intuitive, use-case-focused tools that are easy and quick to master. Bringing together consumer intelligence and social media management, the company helps its users react to the trends that matter, collaborate on data-driven content, shield the brand from threats and manage all the social media channels at scale.


Adobe Experience Cloud offers a comprehensive set of applications, capabilities, and services specifically designed to address day-to-day requirement for personalised customer experiences at scale. Its platform helps play an essential role in managing different digital content or assets to improve customer happiness. Its easy-to-optimise content gives users appropriate marketing streams, ensuring product awareness.
Salesforce-owned Tableau is an AI-powered analytics and business intelligence platform, offering the breadth and depth of capabilities that serve the requirements of global enterprises in a seamless, integrated experience. Marketers can utilise generative AI models, AI-powered predictions, natural language querying, and recommendationsons.
Contentsquare is a cloud-based digital experience analytics platform, helping brands track billions of digital interactions, and turn those digital 


Zoho Corporation offers innovative and tailored software to help leaders grow their business. Zoho’s 55+ products aid sales and marketing, support and collaboration, finance, and recruitment requirements. Its customer analytics capabilities come with a conversational feature, Ask Zia. It enables users to ask questions and get insights in the form of reports and widgets in real-time.
Fullstory is a behavioural data platform, helping C-suite leaders make informed decisions by injecting digital behavioural data into its analytics stack. Its patented technology uncovers the power of quality behavioural data at scale, transforming every digital visit into actionable insights. Enterprises can increase funnel conversion and identify their highest-value customers effortlessly.

Started in 2005 in a Sweden-based small town, Norrköping, Voyado offers a customer experience cloud platform that includes a customer loyalty management system. This platform helps businesses design and implement customer loyalty programs, track customer 



TapMango provides a comprehensive, customisable, flexible and feature-rich customer loyalty program. The loyalty tools include an integrated suite of customised consumer-facing technology, easy-to-use merchant tools, and automation algorithms, all aimed at enhancing customer experience. Adaptable to any industry, TapMango’s platform helps merchants compete with larger chains, converting customer one-time purchases into profitable spending habits.






Adobe Experience Cloud offers a comprehensive set of applications, capabilities, and services specifically designed to address day-to-day requirements for personalised customer experiences at scale. Its innovative platform has played an essential role in managing different digital content or assets, to improve customer happiness or satisfaction. Some of its products include Adobe Gen Studio, Experience Manager Sites, Real-time CDP, and Marketo Engage.

