Unlock operational clarity, accelerate enterprise impact, and sustain competitive advantage with 21 CFR Part 11-aligned, GMP-ready, validation-friendly analytics and AI.
Seeq for Pharma is an advanced manufacturing intelligence platform purpose-built to help pharmaceutical organizations unlock the full value of their industrial data. Designed for analyzing time-series data across a wide range of sources -- including process historians, LIMS, MES, and data lakes-- Seeq empowers teams to visualize, cleanse, contextualize, and model operational data at scale. Its intuitive, low-code interface allows subject matter experts (SMEs) to develop sophisticated analytics, monitor processes in near real-time, and generate automated reports and dashboards without requiring extensive IT support.
At its core, the Seeq for Pharma Suite is developed with Good Manufacturing Practice (GMP) compliance in mind. It ensures full alignment with 21 CFR Part 11 by offering secure, traceable, and auditable analytics workflows. Data integrity is preserved by relying on the existing validated data sources as single source of truth. It also features granular user access controls, versioning, and a complete audit trail of changes to analyses and permission -- making it a reliable and regulatory-friendly solution for the highly controlled pharmaceutical environment.
Seeq's flexible architecture supports a wide range of life sciences manufacturing use cases, including process development, tech transfer, clinical and commercial production, and ongoing continuous improvement efforts. Its capabilities span from CPP identification and process optimization to predictive modeling, quality assurance, and asset performance monitoring. By enabling real-time anomaly detection and root cause analysis, Seeq helps organizations reduce deviations, increase yield, and make faster, more informed decisions across the entire product lifecycle.
One of the defining features of the platform is its ability to operationalize data science and machine learning models within GMP-compliant workflows. Teams can scale their insights across assets and sites, apply advanced calculations, and integrate external analytics or BI tools. Whether it's supporting batch reporting, optimizing OEE, or enabling predictive maintenance, Seeq provides a unified environment for engineering, MSAT, TechOps, and digital teams to collaborate effectively.
To learn more about how to accelerate your digital journey and to schedule a demo, visit Seeq.com.
Public pricing below is outdated and does not reflect current pricing model. To request information on Seeq pricing, custom pricing or EULA, please contact Seeq at info@seeq.com.
Highlights
Built with GxP requirements in mind. Seeq for Pharma Analytics & AI suite is specifically designed to respond to the need s of pharmaceutical organizations operating under strict regulatory environment. Capabilities, product features and software update mechanisms are designed to facilitate the validation of both the platform and the data analytics built within it.
Seamless Data Access. Break down data silos and access the data you thought may never see the light of day. Connecting Seeq to your disparate data sources and systems is fast and easy. Whether they are on-premises, in the cloud, or both, data will be flowing in hours, not months or years. And we never move or copy the data, so your system of record and data governance programs remain authoritative.
Open & Extensible. Seeq provides a built-in Python environment to enable you to take your analyses to the next level. Create custom calculations and visualizations, augment your data, share your data with other BI tools, and feed ML and AI workflows with cleansed, contextualized, and accessible data. Seeq provides extreme analytics flexibility but can also be utilized to build very structured solutions for data-driven workflows management.
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Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
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This listing offers one contract-based pricing dimension: the Seeq for Pharma Analytics & AI Suite, billed in units. You buy it under a committed contract term. Pricing follows the details in the product overview, so the unit-based cost scales with the quantity you purchase. The suite brings together analytics and AI capabilities built for regulated pharmaceutical operations. There are no separate tiers or add-on line items to select on the Marketplace. To confirm the number of units your operation needs and the exact contract terms, review the product overview or contact the vendor.
Top-of-mind questions for buyers
What does one unit represent for the Seeq for Pharma Analytics & AI Suite?
The Marketplace listing bills in units but directs you to the product overview for the exact definition and quantity. The unit maps to your licensed usage of the suite. To confirm what a single unit covers and how many you need, review the product overview or contact the vendor.
Is this a usage-based product or a fixed commitment I pay upfront?
This is a contract-based purchase. You commit to a set number of units for the contract term rather than paying per hour of use. Cost stays tied to your purchased quantity across the term, not to fluctuating daily activity. Confirm term length in the product overview.
What capabilities are included in the suite I license?
The suite combines analytics and AI built for regulated pharmaceutical operations. It connects time-series, batch, and quality data and supports 21 CFR Part 11-aligned workflows, audit trails, versioning, and analytics change control. All of this falls under the single contract dimension, with no separate line items to add on the Marketplace.
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Industry Knowledge and Enablement Expertise. The majority of Seeq team members come from industry and are intimately familiar with the opportunities and challenges of digital transformation at scale. Our world-class enablement team has worked with over 60,000 users worldwide, and our Seeq Analytics Engineers (AEs) and Customer Success Managers (CSMs) are there to support your team every step of the way.
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