Hours of manual mapping cut down to minutes
MAPR AIMAPR AI RELEASE 2.0
Map any schema, with AI precision.
No-code mapping for green-pastures, mid-migration, and legacy EDI alike.
CINTAP Orbit connects EDI, APIs, and file-based systems with AI-driven data mapping. Standardize B2B complexity with real-time processing — while MAPR AI drafts the mapping rules automatically.
Pre-built integration standards — EDI, HL7, JSON, XML
Test and validate your data before going live
AI draft mapping that engineers control
iPaaS AI suggests rules. MAPR AI builds, dry-runs, and repairs complete mapping sets instantly — validated against your data before anything reaches production.
Find a source, an mapping, a trigger, and a destination. Orbit processes transaction telemetry end-to-end. Every individual payload is traceable with full latency and error metrics.
Typical iPaaS AI
MAPR AI
Draft mapping rules
Complex integration execution
Validation against live rules before going live
Multi-logic repair history
Every AI draft leaves evidence behind.
MAPR is outstanding because the output is inspectable. Creators can review the generated rules, dry-run validation logs, and promotion history before sending it to a production ready environment.
Generated rule set
Every mapping constraint, code conversion, and translation is written to editable and inspectable rules.
Dry-run evidence
Run raw payloads against the generated draft to see step-by-step transformations and schemas.
Repair history
Log and review the history of self-healing recommendations and errors.
Promotion control
Transition draft maps to staging or production environments with full versioning control.
Evaluation-ready proof
80 hours of mapping work, done in 8 minutes.
MAPR AI builds complete mapping rule sets, validates them against your actual data via dry-run, and keeps promotion behind human review. It is Orbit's sharpest wedge against generic AI copilots.
Explore mapr aiFive steps.
Eight minutes.
From legacy formats to modern systems, let MAPR AI build, dry-run, and deploy for you.
- 01Read Layouts
Upload JSON, XML, EDI schemas or raw payloads.
- 02Analyze Schemes
AI maps matching fields across any source and target.
- 03Draft Logic
Generates custom rules, formats, and data conversions.
- 04Dry-run & Validate
Test logic with live sandboxed data before promotion.
- 05Deploy to Prod
Deploy your mapping to Orbit Integration Engine.
Evaluation-ready proof
The same mapping. A different week.
MAPR AI PROCESS
- AI-drafted layouts mapped in minutes
- Dry-run playground validated before going live
- Self-healing recommendations and logic optimization
- Standardized and production-ready in days, not weeks
TYPICAL MANUAL EDI
- Weeks spent reviewing field specifications
- Error-prone custom scripts for complex data transformations
- Manual validation of raw schema files
- Slow turnaround times and long delays for onboarding partners
Not a wrapper. A mapping engine.
MAPR profoundly structures data formats, resolves relationships, and compiles robust schema mapping logic — validate it all before going live.
Schema-agnostic drafting
Support JSON, XML, EDI (850, 810, etc.), CSV and custom flat files with equal speed.
Production-ready
transformation rules
Generates fully functional code rules that execute instantly on Orbit Engine.
Smart lookup suggestions
Recognizes codes, country mappings, currency values, and converts automatically.
Governance
playground
Inspect and override any suggested logic with human-in-the-loop control.
Reviewer-grade, not vibe-coded.
MAPR is an agent built for production environments. Every draft is backed by clear rules, sandbox validation reports, and version-controlled states.
Dry-run validation reports
Run sandbox test files through draft rules instantly. Get step-by-step conversion tracking and precise field-level verification reports.
Business-ready ruleset
Suggested logic compiles directly into standard business rules. Easily inspect, edit, or customize any AI-generated mapping path.
Versioning & audit history
Keep track of every change with a detailed draft promotion history, version tags, and system-wide action logs.
See MAPR AI draft a mapping in real time.
What teams ask before choosing MAPR AI
Connect, map, orchestrate, and monitor without writing custom code. MAPR AI is the proof — an industry-first mapping capability no iPaaS has matched.
What formats can MAPR AI map?
MAPR AI natively supports JSON, XML, EDI (including X12 and EDIFACT standards), CSV, and custom flat files, with auto-detection of structural relationships.
How is security handled during mapping drafting?
Data remains encrypted in transit and at rest. MAPR AI operates in isolated sandbox environments with SOC 2 Type II compliance, ensuring raw customer payloads are never exposed.
Does MAPR AI run in production?
Yes. Once approved, the compiled mapping sets execute natively within the high-performance CINTAP Orbit core engine for production real-time B2B transactions.
Bring a real mapping. Watch MAPR draft it.
Share your worst payloads. We'll show you draft rules and validation reports in 8 minutes flat.
No commitmentLive draft mappingSandbox playgroundAll formats supportedDeveloper-friendlyFull governance control