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Development Preview

SAIQL is currently in active development and is not available for general release. Preview releases are available to partners only. Contact us for early access.

Enterprise Database Migration

SAIQL

Universal Database Migration Platform

Migrate your enterprise databases with confidence. Convert schema and data from Oracle, SAP HANA, SQL Server to PostgreSQL or MySQL with proof-first validation, artifact bundles, and audit-grade reports.

Database Support

PostgreSQL, MySQL, Oracle, HANA, SQL Server, SQLite, MariaDB, DuckDB

QIPI Storage

10x+

Faster lookups vs B-tree with custom indexing technology

Validation

Proof-First

Artifact bundles with checksums and audit reports

The SAIQL Difference

AI-Native Storage Engine: SAIQL is its own stupidly fast database powered by QIPI (Quantum Inspired Probability Index) technology. Built from the ground up to be directly usable by AI systems with 10x+ faster lookups than traditional B-tree indexes.

Intelligent Transpiler: Acts as a bridge between AI and legacy databases. Translate queries and operations across any database dialect with IR (Intermediate Representation) that understands Oracle, HANA, SQL Server, PostgreSQL, MySQL, and more.

Universal Migration: Convert entire databases from Any-DB → Any-DB with proof-first validation. Schema, data, constraints, and indexes migrate with explicit lossy conversion warnings and artifact bundles for audit-grade compliance.

Migration Workflow

How SAIQL Works

Introspection

Connect to source database and extract complete schema: tables, columns, types, constraints, indexes, and optionally procedures/functions.

Type Mapping

Convert types through IR layer (Source → IR → Target). Flag lossy conversions like timezone loss, precision changes, or semantic differences.

Schema Generation

Generate target DDL with CREATE TABLE statements, constraints (PK, FK, UNIQUE), indexes, and defaults. Verify with dry-run mode.

Data Extraction

Extract data with deterministic PK ordering. Support batching, checkpoints, and recovery. Output to CSV, Parquet, or direct DB load.

Validation

Validate row counts, checksums, constraint parity. Generate audit reports with warnings for any lossy conversions or manual steps required.

Artifact Bundle

Produce immutable artifact bundle: DDL, data files, validation reports, limitations documentation, and execution logs for compliance.

Platform Features

Enterprise-Grade Migration

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IR Layer

Intermediate Representation converts between any database types. Explicit lossy conversion detection warns about precision loss, timezone stripping, or semantic changes.

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Artifact Bundles

Every migration produces an immutable bundle: run manifest, DDL, data files, validation reports, limitations docs, and logs. Audit-grade compliance.

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Security First

Built-in secret redaction, RBAC with 3 roles (Viewer/Operator/Admin), profile-based credentials, and safe defaults (analyze mode, bundle-only output).

✅

Proof-First Philosophy

No database is "supported" without passing harness tests. Every capability level (L0-L3) is proven with deterministic test fixtures and validation.

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Deterministic Extraction

PK-ordered data extraction ensures identical results across runs. Checkpoints enable recovery from failures. Same input = same artifact bundle.

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REST API Control Plane

Job orchestration via REST API. Create jobs, trigger runs, monitor status, download artifacts. Perfect for CI/CD and scheduled migrations.

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QIPI Storage Engine

SAIQL includes a built-in high-performance storage engine powered by QIPI (Quantum Inspired Probability Index) technology. Stupidly fast lookups—10x+ faster than traditional B-tree indexes for hot cache operations. QIPI is used for artifact storage, as a migration target, and for high-speed query operations on migrated data.

10x+

Faster Lookups

Custom

Indexing Tech

Built-In

No External DB

Database Support Matrix

Current Capabilities

Database	Source	Target	Level	Status
PostgreSQL	✅	✅	L1	Production
MySQL	✅	✅	L1	Production
SQLite	✅	✅	L1	Production
MariaDB	✅	✅	L1	Production
SAP HANA	✅	—	L0/L1	Beta
Oracle	✅	—	L0/L1	Beta
SQL Server	✅	✅	L1	Beta
DuckDB	✅	✅	L1	Experimental

Capability Levels Explained

L0: Tables + Basic Types + Data (no constraints)
L1: L0 + Primary Keys, Foreign Keys, Unique Constraints, Indexes, Defaults
L2: L1 + Views, Materialized Views (not yet supported)
L3: L2 + Stored Procedures, Functions (experimental: Oracle→Postgres only)
L4: L3 + Triggers, Packages, Advanced Features (not yet supported)

Control Plane API

REST API for Job Orchestration

The Panel API provides a REST interface for creating, managing, and monitoring migration jobs. Perfect for CI/CD pipelines, scheduled migrations, and enterprise orchestration.

Job Management

POST /jobs
GET /jobs/{job_id}
PATCH /jobs/{job_id}
DELETE /jobs/{job_id}

Create migration jobs with source/target profiles, validation rules, and output modes. Update metadata, retrieve status.

Run Orchestration

POST /jobs/{job_id}/runs
GET /runs/{run_id}
POST /runs/{run_id}/cancel

Trigger migration runs, monitor progress, download artifact bundles. Each run is immutable with unique run_id.

RBAC & Security

X-API-Key: {api_key}
Roles: Viewer | Operator | Admin

Three-tier role system. API key authentication. Secret redaction in all responses. Profile-based credentials (never inline).

Example Job Specification

{

  "job_name": "migrate_oracle_to_postgres",

  "source": {

    "type": "oracle",

    "profile_ref": "prod_oracle"

  },

  "target": {

    "type": "postgresql",

    "profile_ref": "staging_postgres"

  },

  "mode": "analyze",

  "output_mode": "bundle_only",

  "validation": {

    "row_counts": true,

    "checksums": true,

    "constraints": true

  }

}

Interested in SAIQL for Your Enterprise?

SAIQL is currently available to select partners for preview access. Contact us to discuss your database migration requirements.

Contact for Access Database Support