MIGRATION EXPLAINABLITY LAYER
Your pipeline ran.
Can you explain what it did?
ETL tools move data. ARCXA makes it explainable. It sits above your existing stack as a mapping intelligence layer — capturing semantic meaning, transformation lineage, and reusable ontologies across every migration you run.
No new ETL. No rip-and-replace. Pull the image and run it today.
Free to run. No account. No commitment.
THE PROBLEM
Three things kill migration projects. None of them are the ETL.
Every migration team knows the feeling. The data moved. the numbers don't match.
Now you're in a war room trying to trace a discrepancy through six transformation
layers and three notebooks written by someone who left the project.
01
You're debugging in the dark
Your ETL job finished. The numbers don't match. You open six notebooks written by three people to trace a single field. Every minute in that war room is billable time going nowhere. Arcxa captures every transformation at the rule and value level so the trace takes seconds, not hours.
REWORK RISK
02
Every migration rebuilds from scratch
The mapping logic you built for the last engagement lives in that engagement's repo. The next one starts at zero. Arcxa's ontology layer makes domain knowledge portable. Build it once, carry it across every migration in your backlog.
MARGIN RISK
03
You can't explain it to the business
Stakeholders ask where a number came from. Auditors need tamper-evident lineage. Compliance teams need HIPAA or SOX records. Notebooks weren't built for any of that. ARCXA's cryptographic audit chain gives non-technical audiences what they need without bothering engineering.
COMPLIANCE RISK
WHAT ARCXA DOES
A mapping intelligence layer.
Not another ETL tool.
ARCXA sits above your existing pipelines. It takes over the mapping layer, making transformations governed, documented, and reusable across every migration in your backlog. It uses hybrid AI - statistical pattern matching combined with semantic reasoning - to assign business meaning to source fields, not just technical names.
Ontology- driven semantic mapping
Source fields assigned business meaning through semantic typing. The same ontology reuses across every migration - domain knowledge compounds rather than disappearing the end of the project.
Cryptographic audit chain
Tamper-evident records on every transformation. Built for HIPPA and SOX environments where lineage governance is not optional.
Rule-level transformation lineage
Every transformation captured at the rule and value level. Full lineage shows what changed, which rule triggered it, and the downstream impact.
Early anomaly detection
Issues caught in the transformation cycle, not after go-live. Trace exactly which rule produced which output before it becaomes a reconciliation problem.
HOW IT WORKS
Running in minutes.
Governing from day one.
ARCXA runs as a single binary in Docker. No infrastructure to provision. No cloud account to set up. Pull the image, connect your sources, start mapping.
All too easy.
STEP 01 - CONNECT
Point it at your stack
Native connectors for relational databases, flat files, APIs, and cloud data platforms. Graphica profiles field semantics automatically on connect — no manual schema annotation required.
STEP 03 - TRACE
Full lineage at the rule level
Native connectors for relational databases, flat files, APIs, and cloud data platforms. Graphica profiles field semantics automatically on connect — no manual schema annotation required.
STEP 02 - MAP
Build the semantic layer
Graphica's hybrid AI — 60% statistical, 40% semantic reasoning — suggests mappings. You approve, adjust, or override. Every decision is recorded and versioned.
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STEP 04 - REUSE
Carry the ontology forward
Native connectors for relational databases, flat files, APIs, and cloud data platforms. Graphica profiles field semantics automatically on connect — no manual schema annotation required.
Simplify Integration
Make all your data AI and RAG ready
Scale your AI Initiatives Faster, more Easily, and more Efficiently, in the most cost-effective way.
WHY IT COMPOUNDS
The tenth migration
costs a fraction of the first.
Without ARCXA, every migration in your backlog pays full price. The mapping logic built for migration one stays in that project's notebooks and goes nowhere. Migration two starts from scratch. So does migration three.
Migration one builds the semantic framework
Source fields assigned business meaning through semantic typing. The same ontology reuses across every migration - domain knowledge compounds rather than disappearing the end of the project.
Migration two extends it
Your team starts with what's already governed. New fields map to existing semantic types. Edge cases add to ontology.
By migration ten, the framework does most of the work
Your engineers focus on exceptions, not rebuilding. Cost per migration drops with every project completed.
PRICING
Simple. Flat. No usage meter.