Enterprise Data Platform
Alopex Enterprise
Protect, connect, decide. One design for the data platform.
Alopex Enterprise is a commercial middleware concept built on the released Alopex DB OSS foundation. It connects data protection, cross-domain search and analysis, SLO-centered operations, and distributed service infrastructure. The architecture is currently under design and technical validation.
A commercial middleware concept that connects data protection, cross-domain queries, SRE operations, and distributed infrastructure on the Alopex DB foundation.
- Design areas
- 4
- Status
- In design
Key points
- Security Suite: a three-layer protection model for storage, data use, and data transfer
- Unified Query Model: SQL, AQL, PromQL, search, and aggregation across one execution model
- Observe & Infrastructure: foundations for SLO decisions and distributed service operations
Challenge
As the data platform fragments, so do protection, search, and operational decisions
Enterprise systems often adopt databases, search, time series, objects, identity, and monitoring separately. That makes it difficult to manage data lifecycles, access boundaries, cross-domain analysis, and SLO-driven operations consistently.
- Encryption, keys, and access controls diverge across storage locations and data types
- Full-text, structured, vector, and time-series queries run on disconnected execution systems
- Observability stops at visualization instead of informing SLO and error-budget decisions or automation
Alopex Enterprise is a concept for bringing together data protection, search and analytics, observability, and distributed infrastructure—areas that often fragment in enterprise systems—on the Alopex DB OSS foundation. It is currently in architecture design and technical validation, and is not generally available.
For the released foundation, see Alopex DB and the Alopex DB Docs. To discuss early evaluation or collaborative validation around enterprise requirements, please contact us.
Connect the data lifecycle and operational decisions through one Alopex architecture
Alopex Enterprise layers security, query, observability, and infrastructure capabilities on Alopex DB, the Skulk time-series engine, and Chirps cluster communication. The aim is not merely to replace individual components, but to treat data creation, use, transfer, revocation, and deletion across the platform.
- Design data storage, use, sharing, and revocation around policy and auditability
- Bring search, analytics, and time-series queries toward a common execution model through fit-for-purpose APIs
- Make the SLO state and the next action—not just metric display—the center of operations
- Data protection
- 3 layers
- Query APIs
- SQL+AQL+PromQL
Architecture
Four design areas
The components below are in design and technical validation. Availability and specifications may change as implementation progresses.
Security Suite
A security model for data from storage and use through transfer across organizational and domain boundaries
- Storage Shield: encryption and key rotation for database, time-series, embedded, and WASM storage
- Secure Fabric: policy-driven data classification, field-level protection, searchable indexes, revocation, and re-encryption
- Identity Bridge: JWT/OIDC-compatible authentication and role- and domain-based authorization
Unified Query Model & Enterprise Search
A query execution model for search and analysis across data models
- A '3 APIs, 1 Engine' design for SQL, AQL, and PromQL
- An AQL search model combining full-text, structured, vector, and aggregation queries
- Parallel shard execution plus ranking and aggregation designed for search and analysis together
Observe
An observability layer centered on SLO-driven decisions rather than charts alone
- Metrics design starting with Golden Signals, RED, and USE
- State evaluation through SLOs, error budgets, and burn rates
- A decision engine designed to connect notification, scaling, rollback, and other actions
Unified Infrastructure
A distributed foundation that avoids multiplying operational touchpoints as services grow
- alopex-config: a distributed configuration store with etcd/ZooKeeper compatibility in view
- alopex-discovery-dns: service discovery and internal DNS
- A foundation for higher-level services such as Alopex Forge and object storage
Planned Components
The product areas in the concept
All areas are in design or technical validation. They are not presented as generally available features.
Secure Data Lifecycle
A concept for treating encryption, data classification, search, key transfer and rotation, revocation, and deletion as one data lifecycle.
Enterprise Search
A search and analytics layer under consideration that combines full-text, structured, and vector search with aggregation through AQL.
SLO-Centric Observe
A design for operational support centered on SLOs/SLIs, error budgets, and burn rates, with OpenTelemetry integration in view.
Platform Services
A direction for extending shared foundations into configuration, discovery, BaaS, and S3-compatible object storage.
Foundation
Built up from released OSS
Alopex Enterprise is not a standalone product; it is designed as layers on the Alopex data engines and distributed foundation.
Data Engines
Alopex DB, Skulk, and data layers for search, vector processing, and analytics
Security & Control
A control plane for data policy, keys, identity, and audit
Runtime & Operations
An execution and operations layer connecting distributed services and decisions
Sponsor Access
Sponsors can access Enterprise work before it is public
Sponsoring Alopex DB supports the public OSS and, at eligible tiers, provides access to pre-public design materials, internal notes, experiments, and private Enterprise repositories. Follow the technical direction and decisions before implementations become generally available.
Early Access
$12 / monthA sponsor benefit for following experiments and design work across AlopexDB, JV Language, GraphRAG, and more before public release.
- Full access to docs-internal design drafts, internal notes, and technical research
- Early visibility into experiments, prototypes, and pre-public updates
- Ongoing view of Enterprise architecture and validation progress
Enterprise Access
$99 / monthFor teams that want a deeper view of Enterprise development focused on security and deployment.
- Full access to private Enterprise repositories and their related documentation
- Review pre-release work for the Security Suite, Unified Query Model, Observe, and more
- Early access to enterprise extensions and security architecture
Access is granted through GitHub to eligible, active Sponsor tiers. Benefits evolve with development progress.
Status
Currently in architecture design and technical validation
Alopex Enterprise is not generally available. Work is progressing from the released Alopex DB foundation by defining and validating deployment requirements, security boundaries, data flows, and SRE operations. Contact us to discuss early evaluation or collaborative validation.
Public Resources
The latest documents, code, and community links in one place.
Early Access Discussion
Start from the requirements, together
Discuss workloads that need strong data protection, cross-domain search, or SLO-centered operations from the concept stage. This is a channel to clarify use cases and feasibility, not a promise of deployment.