Deliniext Files
Canonical file identity, dual representation, lifecycle processing, and multi-surface access for humans and agents.
Product line
Three products. One file intelligence company.
Deliniext is built for enterprises that treat files as a system of record, then extend that record into security and machine intelligence without stitching a second control plane.
Choose the hull your team actually runs
Each product is sold with a clear ideal and realization. Together they share identity, policy, audit, and deployment postures — SaaS, API-first, or self-hosted.
Deliniext Virus Utilities
Native virus scanning and detection infrastructure for arbitrary formats and sizes, in the Files ledger or as its own plane.
Deliniext ML Inference
Inference, classification, clustering, and segmentation on infrastructure you control; provisioned against the files you already govern.
Deliniext Files
The system of record for files that still have work to do.
Deliniext Files is enterprise file infrastructure: storage, versioning, processing, search, and policy in one ledger. Structured for agents. Valued for people. Not a consumer drive, and not an object-store wrapper with a chatbot taped on.
Every file carries a dual representation; a differential agents can parse, and a dossier operators can defend in an audit. Virus and PII events, retention, classification, and access control are bound to the record, not exported into a quarterly spreadsheet. SDK, MCP, tool calls, and the dashboard share the same guarantees, so platform teams do not rebuild a replica per audience.
- Ledger identity Canonical versions, collections, and provenance that survive handoffs across teams and tools.
- Lifecycle in one plane Store, version, process, and govern without stitching four vendors into a fragile path.
- Four native surfaces SDK, MCP, tool calls, and an operator dashboard — the same truth on every shore.
- Policy that travels Retention, classification, and ACL-aware search stay attached to the file, including at terabyte scale.
Deliniext Virus Utilities
Virus scanning you own. Not a weekend batch on a bucket.
Deliniext Virus Utilities is our virus scanning and detection infrastructure: a security plane designed for files of any practical size and format, for individual operators and for enterprise fleets. Scanning is a lifecycle event with an audit trail, not an after-the-fact export you remember in Q4.
Enterprises already mix cloud-native detectors, open engines, and commercial suites. We treat that as a coverage problem, not a brand loyalty test. Virus Utilities aggregates complementary scanners and detection signals including industry engines such as ClamAV-class open tooling and commercial stacks, plus cloud-native pipelines so a single policy can demand a clean result before a write is committed, a version is pinned, or a training set is released.
When you run it with Deliniext Files, Harbor Scan events land on the same ledger humans and agents already trust. When you run it as a dedicated plane, the same scanning contract can sit in front of existing object stores and ingestion paths. The goal is operational: broad format coverage, large-object support, and a miss-intolerant posture you can put in a security review.
- Native scanning layer A first-party virus scanning and detection stack (VSVD) you can integrate, govern, and audit, not a black-box checkbox on a bucket.
- Multi-engine coverage Aggregate open, commercial, and cloud-native detectors so coverage is a product decision, not a single-vendor bet.
- Any file that actually arrives Built for arbitrary formats and large objects. Invoices, research corpora, media masters, and the messy middle of enterprise intake.
- Commit-time guarantees Clean, quarantined, or blocked states are recorded as events. Agents inherit the result; they cannot skip the scan.
Deliniext ML Inference
AI pipelines on files you already govern — at dataset scale.
Deliniext ML Inference is the MLScale offering: inference, classification, clustering, and segmentation on infrastructure you own or reserve. Deliniext is an enterprise intelligence company with a file-intelligence core. That core is what makes 10 TB-and-beyond checkpoints tractable instead of a weekend of copy jobs.
Most inference platforms assume the hard part is GPUs. For regulated and research enterprises, the hard part is the corpus: versions, scans, ACLs, and lineage that must survive the model. ML Inference sits on Deliniext Files so you can pin a clean, classified collection, provision a checkpoint, and run work without a shadow copy that legal never cleared.
- Models on your terms Access current models, bring your own, or design and deploy custom engines on infrastructure you control.
- Provision how you pay Serverless bursts, on-demand capacity, and reserved instances; cloud provisioning matched to actual AI demand, not a mystery credit meter.
- Experiment without contaminating production Sandboxes for research and evaluation, then a governed path to production inference on the same ledger.
- File-native ML operations Classification, clustering, and segmentation as processing you can audit; bound to the record, not a notebook that walked off the cluster.
How the line fits
Buy one product. Extend when the next plane has a named owner. The API does not fork when you add security or inference.
- FilesRecord
Identity, versions, policy, search, and surfaces. The ledger every other product writes back to.
- Virus UtilitiesClear
Scanning and detection before commit, pin, or release — including corpora destined for training.
- ML InferenceReason
Inference and pipelines on collections that already have lineage, ACL, and a clean scan.
- TogetherOne plane
Humans and agents see the same events. Procurement chooses SaaS, API-first, or self-hosted.
How you take it to sea
The product does not change when the deployment does. Controls, intelligence, and APIs stay aligned across Files, Virus Utilities, and ML Inference.
SaaS
Hosted ledger
Restora operates the plane. You operate policy, agents, and teams.
API-first
Compose it
Embed Deliniext behind your product. Files remain a system of record, not a hidden bucket.
Self-hosted
Your waters
Run in your perimeter when regulation or latency will not leave the building.
Procurement