ZS Unclaimed
Global management consulting and technology firm delivering data-driven insights and transformation.
ZS is a global management consulting and technology firm that partners with companies to improve life and how we live it. By combining data, science, technology and human ingenuity, ZS helps clients turn ideas into impact and deliver practical, measurable outcomes across industries. The firm serves healthcare, life sciences, consumer goods, technology and other sectors, offering end-to-end capabilities that integrate strategy, data and technology to drive transformation and growth.
We strive to deliver healthy and sustainable outcomes, prioritizing responsible business practices in our work, partnerships and operations.
What we offer
ZAIDYN Platform
Transform life sciences operations with integrated data and AI-driven insights for faster, smarter decisions.
www.zs.com/products/zaidyn-platformZS Atlas Intelligence
Unlock consumer-driven insights for faster, informed decisions and market growth.
www.zs.com/products/atlas-intelligencePersonalize.AI
Unlock up to 25% revenue growth through unified AI-driven customer personalization.
www.zs.com/products/personalize-aiTrials.AI
Enhance clinical trial efficiency with AI-driven automation and real-time insights.
www.zs.com/products/zs-trials-aiMarket segments
Market size by segment
Growth potential (CAGR)
Customer data platform
Capabilities that unify loyalty, interaction and campaign data to build a 360-degree customer profile for identity resolution, segmentation and activation.
Personalization and experience orchestration
Real-time AI-driven personalization, experimentation and campaign automation to deliver hyper-personalized offers, optimize content and improve conversion and retention.
Clinical trial automation and optimization
Automation, intelligent trial design, document digitization and real-time analytics to speed trial delivery, reduce manual effort and improve study outcomes.
Consumer and patient insight analytics
Extraction, theme discovery and prioritization of consumer and patient sentiment from unstructured online and enterprise sources to produce actionable insights and faster research delivery.
More information about our offering
ZAIDYN Platform
ZAIDYN Platform is an AI-powered life sciences platform that unifies data, analytics and workflows across commercial, medical and patient teams. It offers modular, AI-enabled packages with governance and automation, delivering cross-market visibility and scalable insights across the life sciences value chain.
- Automate Decisions At ScaleUtilizing advanced AI agents to facilitate decisions that enhance operational efficiency and insights delivery.
- Enhance Team CollaborationFacilitates teamwork and operational synergy across various departments to drive impactful results.
- Seamlessly Connect Data SystemsBridge disparate systems effortlessly for a unified view of data and analytics across platforms.
- Tailor Solutions To Business NeedsStart with essential features and expand as your organization grows and evolves.
- Enhance Compliance EffortsAutomatic governance features that assist in maintaining compliance and reduce manual workload.
- Drive Global Operations EffectivelyEquip teams with tools to remain responsive and efficient across multiple markets.
ZS Atlas Intelligence
ZS Atlas Intelligence transforms unstructured consumer feedback into actionable insights by extracting consumer sentiment from online sources and organizing it into themes and actionable paths, enabling faster, unbiased decision-making.
- Provides Clear GuidanceHelps businesses identify effective strategies and improvements by aligning insights directly with performance objectives.
- Captures Real Consumer VoicesEnsures that businesses understand authentic customer perceptions and sentiments.
- Streamlines Insight AnalysisSimplifies the identification of critical insights by categorizing data into actionable themes that resonate with business goals.
- Accelerates Decision-MakingWith quicker turnaround times, businesses can react swiftly to market trends and consumer needs.
- Delivers Reliable InsightsEliminating bias in data collection fosters trust and reliability in the insights generated.
Personalize.AI
Personalize.AI is an enterprise-grade platform that unifies customer data to power AI-driven personalization at scale, building a 360-degree view of customers by connecting loyalty, interaction and campaign data to drive loyalty, conversions and revenue.
- Boost Customer EngagementUtilizes AI to craft highly relevant offers, increasing customer engagement and driving revenue.
- Gain Comprehensive InsightsCompiling customer profiles helps brands better understand behavior and preferences.
- Automate Content WorkflowsStreamlines content workflows, saving time and enhancing campaign efficiency through automation.
- Optimize Campaign PerformanceAllows for constant improvement of marketing campaigns, directly linked to CRM data.
- Enhance Customer LoyaltyAdapts loyalty tiers and incentives dynamically, increasing customer retention.
Trials.AI
Trials.AI digitizes and optimizes clinical trials with intelligent design, faster data flow, and automation that keeps studies on track.
- Accelerate Data AccessLeverages real-time insights to make timely decisions.
- Streamline Trial OperationsReduces the burden of manual tasks and enhances overall trial efficiency.
- Optimize Study ProtocolsUtilizes intelligent algorithms to design efficient trials.
- Automate Document ProcessingReduces processing time and enhances data accuracy.
- Informed Decision-MakingEnables quick adaptations based on ongoing trial insights.
References
Methodology and sourcing behind the figures shown above.
Customer data platform
Estimate based on multiple industry reports in the search results. MarketsandMarkets projects a 2025 CDP market size of USD 9.72B (used as the primary market-size figure). Independent reports show 2025 values ranging ~USD 7.37B–11.80B; reported CAGRs for 2025–2030/2032 cluster in the low-to-mid 30% range. I therefore use MarketsandMarkets for market size and a consensus CAGR (33.8%) consistent with The Business Research Company and other forecasts.
Personalization and experience orchestration
Estimate based primarily on multiple market reports in the search results that define the personalization/experience orchestration and customer-journey-orchestration markets. Specialist reports (personalization software and CJO) cluster around USD 11–13 billion in 2024–2025 with reported CAGRs between ~20–25%. AI-orchestration reports show similar high-growth trajectories (~21% CAGR). A much larger figure in one broad AI-personalization report ($484B) reflects a wider definition (all AI-driven personalization use cases) and was used only as context. Therefore the segment-focused estimate is ~USD 12.5B and a mid-point CAGR of ~22.5% (weighted between reported 20.9–24.5%).
- Personalization Software Market size was estimated at USD 11.98 billion in 2025; CAGR 20.85%.
- Customer Journey Orchestration market valued at approximately USD 12.4 Billion in 2024; CAGR about 24.5%.
- AI Orchestration Market was valued at USD 7.56 billion in 2023 and is expected to reach USD 42.98 billion by 2032; CAGR 21.36%.
- Artificial Intelligence based Personalization Market estimated at USD 484.08 Billion in 2024 (broader market); CAGR 4.8% (2025–2035).
Clinical trial automation and optimization
Estimate based on multiple market reports for AI-driven clinical trial solutions/optimization platforms. Specialist reports place the segment between ~USD 1.35–2.79B (2024–2025); InsightAce explicitly values clinical-trial AI optimization platforms at USD 1.97B (2025) and projects a 21.4% CAGR, so I use ~USD 2.0B and a ~21.4% CAGR as a representative midpoint for clinical trial automation and optimization.
- Global Clinical Trial AI Optimization Platforms Market Size is valued at USD 1.97 Bn in 2025 and is predicted to reach USD 13.44 Bn by 2035 at a 21.4% CAGR.
- The AI in clinical trials market is projected to reach USD 2.75 billion by 2030 from USD 1.35 billion in 2024, at a CAGR of 12.5% (2024–2030).
- The global AI-based clinical trials solution provider market size was valued at USD 2.79 billion in 2025 (CAGR 30.90% projected to 2034).
- Clinical trial technology and services market was valued at USD 26.15 billion in 2024 and is projected to reach USD 110.48 billion by 2034, CAGR 15.5%.
Consumer and patient insight analytics
No direct market-size for “consumer and patient insight analytics” in the results. I used comparable markets as proxies: Customer Analytics (USD 15.86B, CAGR ~20.15%), Patient-Generated Health Data (USD 6.8B, CAGR ~17.4%), and the broader Data Analytics market (USD 82.23B, CAGR ~21.5%). Consumer & patient insight analytics is a focused subset spanning healthcare PGHD and general customer analytics (unstructured data, social/listening, patient experience). Combining those proxies and adjusting downward for the niche scope yields an estimated global market ≈ USD 10.0 billion with growth potential around 19% CAGR (consistent with cited 17–21% ranges and accelerating AI/unstructured-data adoption).
- The global data analytics market size was valued at USD 82.23 billion in 2025; CAGR of 21.50% during the forecast period.
- The Customer Analytics Market reached an estimated USD 15.86 billion in 2025; CAGR 20.15% (2026–2035).
- Patient-Generated Health Data market valued at USD 6.8 Bn in 2024; projected CAGR 17.4% (2025–2034).
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