Modernize without rewrites
Replace data systems, gateways, and runtimes behind stable interfaces instead of rebuilding every dependency.
Modernize productionwithout downtime.
Eden gives platform engineering teams a practical control layer for upgrading data, gateways, and runtime infrastructure while the business stays online.
No platform rewriteValidate under live loadRecovery stays attached
EChange in flightTraffic never leaves the route
TrafficContinues
ControlEden
SystemsRefit live
Validate while production runs
Use live capture, replay, and operational evidence to understand the change before it becomes irreversible.
Keep recovery attached
Carry rollback state, policy, and the record of every decision with the same workflow from start to finish.
The modernization workflow
Change the stack. Keep the system live.
Eden turns a dangerous all-at-once project into observable stages: connect the current system, prove the next state with real traffic, then advance with recovery ready.
- 01Connect what exists
Bring current runtimes, data systems, and policy boundaries into one view.
- 02Prove the replacement
Capture, replay, compare, and validate without taking production offline.
- 03Advance with evidence
Move only when the result and recovery path are visible to the team.
EDEN / LIVE MODERNIZATIONEvidence attached
What is already serving customers.
Evidence and recovery stay with the change.
The new system advances when it is ready.
Live trafficPolicy enforcedRollback ready
Production capabilities
Hyperscale-grade building blocks, without the rebuild.
Adopt what the next stage needs—AI, storage, data gateway, modernization, operations, or security—while keeping one operating model around the work.
01
AI
Run inference, discover marketplace capacity, operate agent fleets, route models, ground answers with RAG, and train governed models.
- Inference
- Distributed KV caching
- Marketplace
- Agent fleet
- AI gateway
- RAG
- Semantic layer
- Training
02
Storage
Run the storage primitives your applications and AI depend on, in the infrastructure you control.
- Key-value
- Relational
- Object storage
- Document
- Streaming
03
Data Gateway
Act on data across systems with gateways, APIs, workflows, transactions, and shared context.
- Multi-gateway
- Auto caching
- Real-time query optimization
- Traffic replication
- APIs & integrations
- Workflows
- Transactions & composition
04
Modernization
Plan, test, move, validate, cut over, and recover production systems without a blind migration.
- Database migrations
- Kafka / stream migrations
- Modernization
- Code Modernization
- Migration readiness
- Traffic replay & live testing
- Backup & recovery
05
Operations
Understand production, optimize behavior, investigate incidents, and operate fleets, costs, telemetry, and deployments.
- Live operations
- Workload intelligence
- Recommendations & optimization
- Incidents & investigations
- Fleet & runtime health
- Costs & usage
- Logs, metrics & traces
- Customer infrastructure
06
Security
Protect AI, agents, data, identities, credentials, policy, approvals, evidence, and private connectivity.
- AI & agent security
- Data access security
- Universal masking
- PII & data loss prevention
- Identity & access
- Policy & governance
- Approvals & audit
- Event log
- VPN & NAT gateway
Performance you can inspect
Evidence before the architecture meeting.
Eden is built to make production systems easier to change—and to keep the controls fast enough to belong in the critical path.
Controlled results are workload-specific, not universal capacity claims. Review the method and source behind every comparison.
Benchmark results
Direct results with named baselines or workload context.
Gateway / Redis
80/20 GET/SET
400k req/sEden direct → Redis · Single Redis backend reaches its limit after 2 vCPU.Gateway / PostgreSQL
TPC-B
4.2k TPSEden direct → PostgreSQL · The database workload becomes the limit after 2 vCPU.Gateway / PostgreSQL
Prepared select-only
120.2k TPSEden direct → PostgreSQL · Gateway forwarding scales when storage work is removed.Gateway / MongoDB
OP_MSG find
27.6k req/sEden direct → MongoDB · The current direct path keeps improving through 8 vCPU.Gateway / AI Gateway
OpenAI chat
5k req/sEden direct → AI Gateway · Clean capacity continues through 8 vCPU before queueing begins.Gateway
Redis efficiency
32% less CPUMatched 400k req/s · Eden Gateway vs Envoy Redis proxyDatabase
PostgreSQL forwarding
90k TPS1.24× throughput · Eden Gateway vs direct PostgreSQLTelemetry
Telemetry throughput
8.8B ops/s2,364× throughput · fast telemetry vs OpenTelemetry SDKKey-value / ShardKV
ShardKV · single core
3.26M ops/s2.7× throughput · ShardKV direct vs documented market baselineKey-value / ShardKV
ShardKV · cluster
17.5M ops/s1.8× throughput · ShardKV direct vs documented market baselineAI Gateway
Buffered response throughput
12k req/sGateway clean ceiling · Envoy completed 2.53k req/s in its 8k-offered runWhat modern teams get
The software foundation large teams build for themselves.
Gateways with guardrails
Route services, models, and data through policy, observability, and controls that stay close to the work.
Data foundations that evolve
Upgrade databases, caches, streams, and storage without coupling the change to application downtime.
AI systems that can operate
Put inference, agents, context, and tools behind the runtime controls production teams need.
Operations that stay accountable
Give teams evidence for performance, cost, access, incidents, and recovery across every environment.
Modernize on your terms
Build the next version of production.
Start with one system, prove the change against real traffic, then bring the same control model to the rest of the stack.