Activate 01 | Ingest at scale
Bring large volumes of fragmented scientific and technical information into one usable environment rather than leaving knowledge scattered across files, systems and teams.
iAchieve is a CMC-native digital platform that connects scientific data, knowledge and decisions across medicine development.
Every experiment generates more than data. It creates understanding that informs the next decision. Yet much of that understanding remains scattered across reports, systems, teams and development stages.
iAchieve brings that knowledge together, making it easier to find, understand and apply what your organization already knows, while preserving the insights being created today.
iAchieve brings together three complementary capabilities, Activate, Live, and Answers, to make scientific knowledge more accessible, preserve understanding as work progresses, and support better-informed decisions.
Bring large volumes of fragmented scientific and technical information into one usable environment rather than leaving knowledge scattered across files, systems and teams.
AI-generated metadata organizes and classifies information so people can find what matters without having to know where it was originally stored.
Scientific, manufacturing, regulatory and leadership teams access the same body of knowledge in ways relevant to their work, including regulatory filing workflows.
Connect scientific activities, data, observations and decisions as work progresses, preserving the context behind the science and making it accessible across teams and development stages.
In-platform AI grounded in your organization's own information. Ask a real CMC question; get an answer with direct links to data lineage. Create development and regulatory deliverables from it.
Your CMC knowledge, connected and ready to work. With AI agents built for CMC, iAchieve helps teams move beyond finding information to asking better questions, making informed decisions and advancing their medicines.
Interested in what iAchieve could do for your organization?
See iAchieve in ActionYour organization's scientific knowledge exists across reports, spreadsheets, handwritten notes, images and documents in different languages. Making that information accessible is one challenge. Making it scientifically meaningful is another.
iAchieve Activate uses AI to ingest, interpret and intelligently structure existing CMC information, generating scientific metadata and organizing knowledge in context. Role-specific lenses help process scientists, analytical teams and regulatory specialists access the insights relevant to their work, without creating separate knowledge silos.
One connected knowledge foundation. Multiple scientific perspectives.
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Watch on YouTubeScientific knowledge isn't created only when a report is finalized. It develops through experiments, observations, discussions and decisions made along the way.
iAchieve Live connects data and scientific context as work progresses, helping teams capture not just what happened, but why. By preserving the reasoning behind decisions alongside the supporting evidence, Live makes scientific understanding easier to share, revisit and build upon.
Keep knowledge moving, without losing the thinking behind it.
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Watch on YouTubeFinding a report is one thing. Understanding what the evidence means for your next decision is another.
iAchieve Answers uses intelligent agents to interrogate connected CMC knowledge, bringing together relevant scientific information, experimental history and supporting evidence to answer complex questions in context.
Rather than relying on generic AI knowledge, Answers works with your scientific information, providing responses linked to supporting scientific sources that help teams investigate outcomes, understand past decisions and determine what to explore next.
Go beyond finding information. Start putting scientific knowledge to work.
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Watch on YouTubeThe Challenge: The transfer package is complete, but unexpected variability raises questions about earlier process decisions.
With iAchieve: Less time reconstructing the past. More confidence in what comes next.
Faster technical reporting: Bring existing experimental evidence and process history together to support transfer documentation.
Less repeat experimentation: Reuse previous findings before commissioning additional studies.
Cleaner manufacturing handoffs: Give receiving teams access to the scientific rationale behind process parameters, control strategies and development decisions.
More comprehensive risk assessments: Connect process understanding, historical deviations, experimental findings and known sensitivities to support risk-based decisions.
Faster, more informed troubleshooting: Investigate unexpected results with access to relevant development history, process conditions and supporting evidence.
Greater process robustness: Carry forward knowledge of critical process relationships and operating sensitivities to support reliable scale-up and manufacturing readiness.
Yes. These are the questions we hear most from CMC, digital, regulatory and quality leaders. Straight answers below.
Uploading documents into an AI tool makes their contents accessible. But access alone doesn't create the scientific structure, context and relationships needed to understand how that information applies to a medicine.
iAchieve is built specifically for CMC. It organizes knowledge around scientific context and relevance, enables different teams to explore that knowledge through role-specific lenses, and connects existing information with knowledge generated as work progresses.
With Answers, teams can interrogate that connected knowledge using AI, with traceability back to supporting sources.
It's the difference between asking questions of documents and putting your organization's scientific knowledge to work.
Document management systems are designed to store, organize and control information. iAchieve builds on that foundation by making the scientific knowledge within those records more accessible and reusable.
Purpose-built for CMC, iAchieve uses AI-generated metadata, scientific context and connected knowledge to help teams understand relationships across experiments, decisions and development stages.
The goal isn't to replace your document management system. It's to make more of the scientific knowledge within it useful.
That's exactly the challenge Activate was built to address. From complex scientific reports and spreadsheets to photographs, handwritten notes and documents in different languages, Activate can ingest and interpret information that traditional systems struggle to make accessible.
Using AI-generated metadata and CMC-specific knowledge structures, it transforms fragmented information into organized, searchable knowledge, preserving scientific context and making it relevant to different teams and roles.
Your data doesn't need to be perfectly organized to become valuable.
Yes. The same scientific information can hold different value depending on who's using it.
iAchieve Activate uses role-specific knowledge “lenses” to help process scientists, analytical teams, regulatory specialists and other CMC professionals access information relevant to their work.
Rather than creating separate knowledge silos, iAchieve provides a connected scientific knowledge foundation that supports different perspectives, questions and decisions across teams.
One connected knowledge foundation. Multiple scientific perspectives.
Scientific decisions require evidence, not just plausible answers.
iAchieve Answers is designed to work with your organization's scientific information rather than relying on general-purpose AI knowledge. Responses are linked to supporting scientific sources, allowing users to examine the evidence behind an answer and assess its relevance.
This evidence-grounded approach supports transparency and scientific review. AI-generated responses still require appropriate expert judgment, particularly when informing critical CMC decisions.
iAchieve is designed to build on your existing scientific knowledge and complement established CMC workflows, rather than require organizations to replace their current systems.
Activate provides a starting point by bringing existing scientific information into a structured, searchable knowledge environment. Live supports the capture of knowledge as work progresses, while Answers enables teams to interrogate connected information using intelligent agents.
The right approach depends on your organization's data landscape, workflows and objectives. Integration requirements and deployment options can be explored during technical discovery.
Clients retain ownership of the scientific data they provide to iAchieve.
Access is managed through defined permissions and role-based controls, with authorized users able to access information according to their responsibilities and agreed project requirements.
Data ownership, confidentiality, access permissions and retention requirements are addressed as part of the applicable client agreement and onboarding process.
iAchieve is designed to complement existing CMC systems and workflows, helping organizations make better use of their scientific knowledge without necessarily replacing established infrastructure.
We recognize that data security, access controls, traceability and regulatory requirements are essential considerations in pharmaceutical development. Our team works with customers to assess their existing environment, governance expectations and intended use of the platform.
Integration, deployment and compliance requirements are evaluated as part of technical discovery to determine an appropriate approach for each organization.
Start with a conversation about your scientific challenges and what you want to achieve.
iAchieve is already supporting a more connected approach to CMC development through APC and VLE Therapeutics. Whether you're exploring its capabilities within a development program or looking to apply them across your organization's scientific knowledge, our team can help identify the right starting point.
We can arrange a platform demonstration, discuss your data landscape and explore potential pilot opportunities based on your objectives and requirements.
iAchieve wasn't developed in isolation. It was built alongside the scientists, engineers and technical teams advancing medicines through development and manufacturing. Developed through APC and VLE Therapeutics, iAchieve combines deep CMC expertise with digital technology shaped by the realities of scientific work.
Today, the platform supports hundreds of medicines, thousands of experiments and millions of digital engagements, demonstrating how connected scientific knowledge works at scale.