Note from the author: The following text was released via Cision PRWeb and is copied here in full for our readers.
New framework addresses the growing gap between how evidence is created in cloud-native collaboration platforms like Microsoft 365 and what traditional eDiscovery methods can reconstruct.
Cloudficient, a provider of cloud-native information governance and eDiscovery solutions, today announced Context-Aware eDiscovery™, a new framework for electronic discovery in collaborative cloud environments that treats context - identity, behavior, and document relationships - as first-class evidence rather than metadata to be inferred after the fact.
The company will demonstrate its Context-Aware eDiscovery approach and the CaseFusion® platform at Legalweek 2026 in New York City, March 9-12, at Booth 522.
Enterprise work has shifted to cloud-native collaboration platforms, with Microsoft 365 as the dominant environment. In these platforms, evidence is created through hyperlinks rather than attachments, co-authoring rather than discrete drafts, shared repositories rather than personal storage, and continuous revision across shifting roles and access rights.
Traditional eDiscovery workflows were not designed for this. They rely on file-centric exports and static custodian assumptions that flatten the collaborative record into isolated documents - stripping the contextual signals that explain what happened, who was involved, and what they relied on.
Cloudficient calls this the context gap: the difference between what actually occurred in a cloud collaboration environment and what traditional eDiscovery methods attempt to reconstruct after the fact.
Context-Aware eDiscovery addresses this gap by preserving three dimensions of context that traditional methods routinely lose:
Identity over time: Effective-dated custodian identity that reflects who someone was during the relevant period, not just their current directory state.
Behavioral evidence: Observed activity establishing who accessed, shared, or relied on content, and when, replacing inferred access based on permissions.
Document state and relationships: Deterministic resolution of the bindings between messages, links, files, and versions, identifying which version of a document was referenced at a specific point in time.
By preserving this context during eDiscovery preservation and carrying it forward through identification, collection, and analysis, the evidentiary record reflects what actually happened inside collaborative systems rather than what content happens to exist today.
Cloudficient has also published a draft Reconstruction-Grade eDiscovery framework outlining measurable criteria for evaluating collaborative evidence preservation.
When discovery teams lack preserved context, identification decisions default to inference - inferring access from permissions, relevance from ownership, timing from current versions. The result is defensive overcollection: broader scope, redundant data, and review populations filled with content that cannot be confidently included or excluded.
Context-Aware eDiscovery moves the moment of understanding upstream, from review back to identification, enabling scope decisions grounded in evidence rather than assumption. The impact extends beyond cost reduction to the ability to explain and defend those decisions under scrutiny.
“For years, this industry has treated eDiscovery as a volume problem – collect more, review faster, filter harder,” said Peter Kozak, Co-Founder and CTO of Cloudficient. “But the real problem isn’t volume. It’s that we’ve been collecting data while losing the context that makes it meaningful. Context-Aware eDiscovery starts from a different premise: when the preserved record reflects what actually happened, discovery no longer depends on inference.”
Cloudficient is inviting a limited number of enterprise organizations to participate in validating the Reconstruction-Grade framework through structured architecture reviews and controlled pilot programs. Participating enterprises will help refine measurable criteria for collaborative evidence preservation while assessing their own defensibility posture in modern cloud environments.
Cloudficient will demonstrate the CaseFusion platform and its Context-Aware eDiscovery approach at Legalweek 2026, Booth 522, at the North Javits Center in New York City, March 9-12. To schedule a briefing or demonstration during Legalweek, contact Shelley Bougnague, VP of Marketing, shelley.bougnague@cloudficient.com.
Cloudficient modernizes how enterprises handle legally significant data before, during, and after discovery.
With the first Context-Aware eDiscovery™ platform, Cloudficient helps organizations defensibly navigate the complexities of modern cloud & collaboration data to produce reconstruction-grade evidence that reduces costs while withstanding scrutiny.
Cloudficient also advances Legal Data Continuity through solutions purpose-built to protect legal and regulatory obligations during periods of organizational and technology transformation, including M&A, platform consolidation, and systems retirement.
For more information, visit www.cloudficient.com