Web & API
Node.js / PythonCustomer portals, APIs, and business services.
- Release
- Pending qualification
- Version / digest / support
- Not published
- SBOM / signature / scan evidence
- Not available

FROM IDEA TO TRUSTED OPERATION
What would you like to create? Start with your goal. Plan the technology and costs as you go.
MANAGED SOFTWARE FOUNDATION
Starting software for your application, with clear responsibility for updates.
PLANNED CATALOG · Profiles are not published images. Versions, digests, support windows, and evidence require qualification.
Customer portals, APIs, and business services.
Transactional services and enterprise integrations.
Small runtime footprints for compatible applications.
Model serving with workload-specific GPU and driver qualification.
Container-capable gateways with device-specific validation. Not a microcontroller firmware image.
Catalog qualification is intended to cover minimal components, restricted privileges, supported runtimes, scan evidence, SBOMs, provenance, and documented update policies. No image is represented as vulnerability-free or automatically compliant.
Application code, installed dependencies, models, business logic, data, and application configuration. Compatibility changes and application acceptance remain yours unless separately delegated.
Agreed base OS packages, supported language runtimes, base-image releases, and the underlying container platform. Routine supported-component maintenance is included in Platform Operations.
Publishing a new base image does not update running containers. Rebuild and redeploy the application artifact, verify health, and retain a rollback path. Source access, build instructions, tests, and customer acceptance must be agreed.
04 / CONNECT
Keep your cloud account. Agree on what OpenCentric can access and manage.
Start with a plan so account access, costs, and launch requirements are clear. No cloud connection or deployment can be initiated here.
05 / RELEASE
Check the work, approve the launch, and know how to recover.
Start with a plan so account access, costs, and launch requirements are clear. No cloud connection or deployment can be initiated here.
06 / OPERATE
Explore how your applications, cloud costs, and operations could look in one workspace.
EXAMPLE DASHBOARD · Fictional data for illustration only. No live accounts, charges, or deployments.
Fictional example · 30-day snapshot · No live feeds
Savings compare a $6,500 baseline with a $5,250 optimized monthly run rate across all five tenants. Illustrative only; excludes management fees and does not guarantee savings.
2 example tenant · Customer-owned account
2 example tenant · Customer-owned account
1 example tenant · Customer-owned account
Connections are not available in this preview. Plan read-only inventory, billing exports, tenant allocation tags, and telemetry access for each approved environment. Deployment permissions require separate approval. Never place cloud credentials in chat.
Service estimates aggregate enrolled tenant spend separately for each selected service under one illustrative agreement. Excludes minimum commitments, establishment, Studio, and taxes.
| Tenant / applications | Cloud / ownership | Health | Monthly cloud cost | Blocker |
|---|---|---|---|---|
| 2 applications · prod | AWSCustomer-owned cloud | Healthy | $1,280.00 | None |
| 2 applications · uat | AzureCustomer-owned cloud | Attention | $910.00 | Release awaiting security review |
| 2 applications · prod | Google CloudCustomer-owned cloud | Attention | $460.00 | Device update awaiting approval |
| 2 applications · prod | AWSCustomer-owned cloud | Healthy | $1,840.00 | None |
| 2 applications · dev | AzureCustomer-owned cloud | Healthy | $760.00 | None |
Product records, Merchant checkout
Patient portal, FHIR exchange
Sensor gateway, Edge inference
Data warehouse, Analytics API
Workflow engine, Assistant API
SELECTED TENANT / PROD
Each selected service uses progressive 5% / 3% / 1% tiers, subject to its agreed minimum. This illustration assumes the same eligible spend for each service. Minimums, establishment, Studio, taxes, and third-party charges are excluded. No services are activated.
Customer pays their cloud provider directly. OpenCentric service fees are separate. This is a standalone illustration, not an allocated invoice: actual tiers apply once across enrolled accounts under the agreement. Service minimums and final scope require a quote.
Commerce · prod · Deployment requests remain drafts until reviewed and approved.
No deployment requests for this tenant.
Example requests are read-only. Switch to your drafts to prepare a change for your own solution.
Include customer-owned AWS, Azure, and Google Cloud accounts through approved billing exports and read-only inventory access. Deployment permissions are separate and tenant-scoped.
Cloud connections, role-based access, live metrics, billing reconciliation, and review routing must be implemented before production use.
Fictional example · 30-day snapshot · No live feeds
| Tenant / environment | Cloud | Finding / action | Before / month | After / month | Savings / month |
|---|---|---|---|---|---|
| CommercePROD | AWS | Underused compute / rightsize instance | $1,600.00 | $1,280.00 | $320.00 |
| Care servicesUAT | Azure | Underused compute / rightsize instance | $1,100.00 | $910.00 | $190.00 |
| Field intelligencePROD | Google Cloud | Excess edge capacity / tune scaling limits | $600.00 | $460.00 | $140.00 |
| Data intelligencePROD | AWS | Underused compute / rightsize instance | $2,200.00 | $1,840.00 | $360.00 |
| Business automationDEV | Azure | Idle development resources / schedule shutdown | $1,000.00 | $760.00 | $240.00 |
Savings compare a $6,500 baseline with a $5,250 optimized monthly run rate across all five tenants. Illustrative only; excludes management fees and does not guarantee savings.
Customer-owned cloud accounts share one view. Direct provider charges and OpenCentric fees remain separate. Missing billing data is unknown, not zero.
Fictional example · 30-day snapshot · No live feeds
Teal: verified remediation · Red/amber: unresolved
| Tenant / environment | Cloud | Critical Detected / fixed | High Detected / fixed | Open |
|---|---|---|---|---|
| CommercePROD | AWS | 2 / 2 | 10 / 9 | 1 |
| Care servicesUAT | Azure | 4 / 3 | 12 / 8 | 5 |
| Field intelligencePROD | Google Cloud | 2 / 1 | 8 / 7 | 2 |
| Data intelligencePROD | AWS | 3 / 3 | 9 / 8 | 1 |
| Business automationDEV | Azure | 1 / 1 | 3 / 2 | 1 |
Findings are workload-level occurrences in one fictional cohort, not distinct CVEs. Remediation includes customer or specialist work where not covered by OpenCentric. No actual scan, certification, or automatic fix is implied.
Illustrative coverage: five tenants across three cloud providers, three monitoring scopes, and four vulnerability-management scopes. No services are active in this demo.
Fictional example · Current month · No live feeds
Fictional recurring revenue, not a payment or completed payout. Taxes, refunds, payment processing, hosting, and optional maintenance are excluded.
Community analytics are illustrative. No public profiles, real sales, or customer activity are represented.
Compare your workload needs with marketplace tools, products, and services. Understand the gap before adding anything.
EXAMPLE ASSESSMENT · Fictional workload profiles. This preview checks the local catalog with explicit matching rules, not a live AI or cloud scan. Compatibility, benefits, and pricing remain unverified.
Outcome: Scale merchant operations while understanding per-tenant costs.
Context: Example: shared Kubernetes cluster, product API, checkout, and basic cloud billing reports.
Check existing coverage first. Improve what you already have when it meets the need. Included platform services should not be bought again through the marketplace.
Kubecost
Allocate Kubernetes spending to products, teams, tenants, and environments beyond baseline cost visibility.
No quantified ROI or savings estimate yet. Confirm implementation, licenses, runtime usage, ongoing care, and migration effort. Cluster resources, metrics retention, and billing-data storage. Existing platform cost reporting is not charged again.
Approve cluster telemetry and billing-read permissions; restrict who can view cross-tenant financial data.
Confirm the need with the owner, review alternatives and a quote, prepare a reviewed change, test in Dev/UAT, then request production approval. No purchase, PR, or deployment is created here.
Product / PROPOSED OFFERING
Allocate Kubernetes spending to products, teams, tenants, and environments beyond baseline cost visibility.
Available for planning. Not a qualified integration, vendor partnership, or deployable release. Versions, rights, and compatibility require review.
Technology documentationCustom quote · No upfront purchase or subscription is created.
Final pricing separates implementation, vendor licenses, consumption, and management. The 5% publisher commission applies only to participating marketplace sellers under agreement, not automatically to these vendors or service quotes.
Customer Kubernetes environment
Confirm the target tenant, business outcome, data sensitivity, environment, and budget. Review licensing and compatibility before preparing the final scope.
Review supported clusters and edition. Deploy a version-pinned release, connect approved billing data, and map labels to cost centers and tenant boundaries.
Prepare infrastructure and configuration changes through version control. Review the PR, permissions, cost estimate, and security evidence before execution.
Validate in Dev and UAT against agreed acceptance criteria. Obtain approval before production deployment, with health checks and rollback prepared.
Record the deployment and ownership in the workspace. Agree monitoring, patch windows, support, data export, and offboarding responsibilities.
n8n
Connect business applications and automate tasks, approvals, and customer workflows.
No quantified ROI or savings estimate yet. Confirm implementation, licenses, runtime usage, ongoing care, and migration effort. Compute, database, storage, connector subscriptions, and model calls where used.
Connector-specific access; approve consequential actions and limit workflow access to required systems.
Confirm the need with the owner, review alternatives and a quote, prepare a reviewed change, test in Dev/UAT, then request production approval. No purchase, PR, or deployment is created here.
Product / PROPOSED OFFERING
Connect business applications and automate tasks, approvals, and customer workflows.
Available for planning. Not a qualified integration, vendor partnership, or deployable release. Versions, rights, and compatibility require review.
Technology documentationCustom quote · No upfront purchase or subscription is created.
Final pricing separates implementation, vendor licenses, consumption, and management. The 5% publisher commission applies only to participating marketplace sellers under agreement, not automatically to these vendors or service quotes.
Customer cloud or vendor cloud
Confirm the target tenant, business outcome, data sensitivity, environment, and budget. Review licensing and compatibility before preparing the final scope.
Select self-hosted or vendor-hosted n8n. Configure persistence, approved connectors, credential storage, and separate test and production workflows.
Prepare infrastructure and configuration changes through version control. Review the PR, permissions, cost estimate, and security evidence before execution.
Validate in Dev and UAT against agreed acceptance criteria. Obtain approval before production deployment, with health checks and rollback prepared.
Record the deployment and ownership in the workspace. Agree monitoring, patch windows, support, data export, and offboarding responsibilities.
n8n + Langfuse + Selected model provider
Combine business automation and AI evaluation with human approval at consequential decision points.
No quantified ROI or savings estimate yet. Confirm implementation, licenses, runtime usage, ongoing care, and migration effort. Workflow execution, trace retention, runtime resources, and model tokens.
Scope each tool and connector; redact sensitive traces and define model-data boundaries.
Confirm the need with the owner, review alternatives and a quote, prepare a reviewed change, test in Dev/UAT, then request production approval. No purchase, PR, or deployment is created here.
Solution package / PROPOSED OFFERING
Combine business automation and AI evaluation with human approval at consequential decision points.
Available for planning. Not a qualified integration, vendor partnership, or deployable release. Versions, rights, and compatibility require review.
Technology documentationCustom quote · No upfront purchase or subscription is created.
Final pricing separates implementation, vendor licenses, consumption, and management. The 5% publisher commission applies only to participating marketplace sellers under agreement, not automatically to these vendors or service quotes.
Customer cloud or approved hybrid configuration
Confirm the target tenant, business outcome, data sensitivity, environment, and budget. Review licensing and compatibility before preparing the final scope.
Configure the workflow runtime and trace platform, implement and test instrumentation between them, and connect an approved model. Establish evaluation cases and human approval steps.
Prepare infrastructure and configuration changes through version control. Review the PR, permissions, cost estimate, and security evidence before execution.
Validate in Dev and UAT against agreed acceptance criteria. Obtain approval before production deployment, with health checks and rollback prepared.
Record the deployment and ownership in the workspace. Agree monitoring, patch windows, support, data export, and offboarding responsibilities.
Session recommendations use your local workflow state. Industry signals are a curated research snapshot checked on September 25, 2026, not a live market feed or an AI analysis of your environment. No automatic changes or savings claims.
The 2026 survey places AI cost management at the top of the forward-looking FinOps agenda.
FinOps Foundation · State of FinOps 2026For an AI solution, set a cost-per-task target and budget before choosing models, GPUs, or agent concurrency.
Editorial interpretation. Validate against your workload and requirements.CNCF reports widespread production Kubernetes adoption among surveyed container users, including AI workloads.
CNCF · 2025 Annual Survey, published January 2026Evaluate portability and isolation when needed. A simple website does not automatically need its own Kubernetes cluster.
Editorial interpretation. Validate against your workload and requirements.FinOps for AI connects AI usage and cost management with business value and cross-functional ownership.
FinOps Foundation · FinOps for AIInclude model APIs, inference, data services, and supporting infrastructure in each tenant's cost model.
Editorial interpretation. Validate against your workload and requirements.Live analysis would require authorized workload inventory, existing tool coverage, usage and security evidence, a current marketplace index, and a connected AI service. None of those feeds are connected here.
Find a useful capability without starting from scratch. Compare what it does, what it may cost, and how it fits your plan.
Proposed pricing: free listing, with a 5% platform fee deducted from paid purchases and subscription renewals. Hosting and optional lifecycle management are separate.
Planning catalog: 12 proposed offerings · 0 published products and 0 active installations. Quotes and compatibility need review. Export drafts before reloading; purchases and deployments are not connected.
Connect business applications and automate tasks, approvals, and customer workflows.
n8nCustomer cloud or vendor cloud
Trace agent behavior, evaluate responses, and understand model usage, latency, and cost.
LangfuseCustomer cloud or vendor cloud
Create tested, documented transformations that turn warehouse data into trusted business models.
dbt + Supported warehouseCustomer-cloud runner or vendor platform
Establish a governed workspace for data engineering, analytics, and AI workloads.
Databricks + Unity CatalogVendor platform with selected cloud integration
Allocate Kubernetes spending to products, teams, tenants, and environments beyond baseline cost visibility.
KubecostCustomer Kubernetes environment
Investigate workload issues with AI-assisted explanations and controlled operator inspection.
K8sGPT + K9s (optional operator tool)Customer Kubernetes environment
Bring selected business data into tested models and practical dashboards in one coordinated package.
Airbyte + dbt + PostgreSQL + MetabaseCustomer cloud with approved source connectors
Coordinate ingestion, transformation, governance, and analytics around a Databricks-based data estate.
Databricks + dbt + Unity Catalog + Selected ingestion connectorsDatabricks with selected CSP integration
Combine business automation and AI evaluation with human approval at consequential decision points.
n8n + Langfuse + Selected model providerCustomer cloud or approved hybrid configuration
Connect cloud services, existing middleware, and business systems through defined integration routes.
Apache Camel + Selected cloud and API connectorsCustomer cloud or approved hybrid runtime
Connect distributed applications using events, service calls, and durable workflows.
Dapr + Supported message broker + Application templatesCustomer-cloud application runtime
Convert documents into validated data for business reporting and AI-ready information flows.
Unstructured + Selected storage + dbt + Analytics destinationCustomer cloud or approved processing API
Specify the outcome, interfaces, permissions, version, and support policy. Develop independently or use a separately scoped Studio engagement.
Planned publisher verification, artifact scanning, license review, compatibility checks, and listing approval before catalog distribution.
Customers select optional products for their tenant and application. Fit, cost, access, and release gates are reviewed before activation.
Track authorized active installations, version adoption, support, and recurring license revenue when metering and billing are connected.
A catalog listing is not a security certification. Customer permissions, product versions, and release approvals remain explicit.
Businesses, ideas, and the people behind them.
Preview only. Search covers your private session drafts. Profiles are not public, names are not reserved, and refreshing clears this session.
Draft a personal, business, or idea profile. Choose what you would like to share when publishing becomes available.