retail_analytics · dbt → Snowflake · workload analysis
100%
Automation potential
95%
Semantic confidence
PASS
Validation verdict
0
Manual review
18 source formats · 50 connectors · built for complex global data estates
One platform to discover, migrate, govern and operate any legacy data estate — Informatica, SAP, Teradata, Oracle, legacy ETL and the cloud warehouses. Sixteen engines over shared canonical models, with lineage, validation, governed agentic AI and a tamper-evident audit trail built into every modernization. Deploy it in your own boundary and take it to the world.
The whole modernization program — not just conversion. Every stage runs on the same platform, over the same canonical models.
Discover a Digital Twin of the whole estate; score AI-readiness, technical debt, cloud cost and security posture.
Lift platform-specific logic into the canonical CIR — intent, not syntax — and plan governed pipelines.
Generate target-native pipelines and assets across 18 source formats, with AI review and approve-and-apply.
Confidence scoring, column-level lineage and reconciliation — schema, semantics and business rules.
Classify PII/PHI, apply residency & masking policy, and capture a tamper-evident audit trail with human approval.
Monitor pipeline, agent and connector health, SLA and alerts — and extend the platform via the marketplace.
Modular engines and nine common platform services compose over shared canonical models — add an engine and it plugs into the same graph, governance and audit. Not point-to-point tools.
Enterprise Data Estate and Digital Twin — one typed graph of apps, databases, warehouses, pipelines, streaming, APIs, dashboards, domains and owners, with blast-radius, lineage and impact analysis.
Semantic Intelligence, Migration Engine, Pipeline Studio and Validation — parse 18 formats to a canonical CIR, generate target-native pipelines, and prove equivalence with confidence scoring.
Governance Engine and Security Intelligence — PII/PHI classification, residency & masking policy, and compliance mapping across GDPR, HIPAA, SOX, ISO 27001 and NIST.
AI Readiness, Technical Debt and FinOps — deterministic scoring of AI foundation gaps, unused/duplicate assets, and cloud cost, ROI and warehouse sizing.
Documentation, Observability and Agent Orchestration — 14 doc types, run/agent/connector health with SLA and alerting, and 12 governed AI agents.
Marketplace and Plugin SDK — install Ed25519-signed connectors, validators, templates and industry accelerators; extend any capability under one uniform contract.
MetaBridge uses source adapters, a canonical semantic layer, and target-native generators to separate business logic from platform syntax.
One semantic model. Multiple modernization paths.
Automation coverage and confidence vary by workload complexity and target capability.
Estimate what can be generated deterministically.
Measure logic preservation risk — weighted by critical-path transformations, never a simple average.
Trace data from original source to generated target.
Compare row counts, nulls, aggregates, checksums, and business rules.
Review ambiguous and unsupported transformation logic — clearly separated from deterministic validation.
Track source assets, conversion rules, warnings, approvals, and generated outputs.
MetaBridge's agents collaborate over the shared CIR — but every AI action is scored from real evidence, held for a separate human approver when consequential, and written to a tamper-evident audit chain. Deterministic where it matters; the LLM assist is advisory-only and off by default. This is the trust difference a regulated client's risk team will accept.
Observability turns MetaBridge into a control plane for the whole program: measured where it's measured, modeled where it's modeled, and honest about the difference.
Pipeline, migration, validation, agent and connector health at a glance — with a composite health score and honest measured-vs-modeled labels.
Track availability, latency and failure-rate against SLOs; a deterministic rule engine raises alerts before they become escalations.
Performance trends and historical analytics over the full run history — de-risk the next program with evidence from the last one.
MetaBridge is built to be taken to market by the firms that modernize for a living — extend it, package your IP, and run it under your own brand inside your client's boundary.
Install and publish Ed25519-signed connectors, validators, AI skills, templates and industry accelerators — with versioning, licensing and dependency resolution.
Extend any capability under one uniform contract, with a registry and hot loading — build once, reuse across every engagement.
Ship under your brand; embed via REST API and CLI into your delivery factories. Marketplace revenue-share turns your accelerators into recurring IP.
Run MetaBridge in customer-controlled infrastructure or a dedicated VPC — data never leaves the boundary. Docker and systemd paths documented.
Owner, admin, engineer and viewer roles enforced server-side across console and API — with segregation of duties: the requester of a consequential action can't approve it.
An HMAC-keyed audit chain, re-verified on read, records who did what, at what confidence, and who approved it — across every run.
Write-only secret storage kept out of manifests and generated assets; marketplace packages are Ed25519-signed and verified before install.
Approved AI endpoints only — Anthropic API or Amazon Bedrock via the server's IAM role. LLM assist is advisory-only and off by default.
Deterministic capability gating (enable / role / rollout), a component version registry and a plugin registry — govern what runs, where.
ETL mapping & task-flow modernization
SAP-to-cloud ingestion & semantics
Legacy SQL / PL·SQL / BTEQ modernization
Enterprise ETL parsing → canonical IR
Target-native generation & live analysis
Warehouse & lakehouse targets
Orchestration scaffolds across schedulers
Streaming estate modernization
MetaBridge classifies columns against GDPR (incl. Art. 9 special categories), CCPA/CPRA and HIPAA — including the SAP data dictionary — then applies your residency and masking policy on every conversion and scaffold, and captures the evidence in a tamper-evident audit trail. It provides compliance mapping and audit evidence, not a certification.
Start with a live modernization program or a scoped estate slice. MetaBridge maps the estate, generates target-native pipelines, proves equivalence, governs the data, and shows exactly where human review is required — all inside your own boundary, ready to run under your brand.
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