A technical operator reviewing work at a computer
HUMAN / IN THE LOOP

Automation stays reviewable and accountable.

ARIFTLY ENGINE / IN DEVELOPMENT

Workflow intelligence
for real operations.

Ariftly Engine is the developing software foundation beneath domain-specific enterprise workflows. The first harness is AI-Native Modernization, with Oracle SQL to Snowflake as its concrete local V1 example. It connects repeatable work, deterministic checks, human decisions and reviewable evidence.

THE OPERATING PRINCIPLE

AI handles repeatable work.
Software checks the result.
People decide the exceptions.

HOW THE PRODUCT FAMILY FITS TOGETHER

Four parts.
One operating workflow.

Each part has a clear role. The experience starts with the workflow your team already knows.

02 / INTELLIGENCE

Ariftly Engine

Guide repeatable work, checks, human review and evidence-led improvement.

03 / EXECUTION

Ariftly Runtime

Run the agreed workflow within a customer-controlled environment.

04 / DOMAIN

Solution Packs

Apply reusable capability to a specific class of work.

FIRST DOMAIN HARNESS

AI-Native
Modernization.

Modernization tools can prepare a conversion. The surrounding workflow still needs assessment, coordination, validation and accountable review.

Local SQL V1

Oracle → Snowflake

Assessment, conversion candidates and source-to-target checks.

Explore the workflow
Near-term direction

Oracle / Teradata → Databricks

A near-term direction for coordinating conversion, review and validation.

Explore the workflow
Near-term direction

Legacy ETL modernization

A near-term direction for mapping jobs, dependencies and exceptions.

Explore the workflow

The local SQL V1 supports Oracle assessment, Snowflake candidate transformation, human review and sample-bound checks. Databricks and ETL examples are near-term directions; other workflow families are future directions.

PRIVATE EXECUTION DIRECTION

Run work where
your systems live.

Ariftly Runtime is the locally deployed execution layer. It is designed for workflows that involve source code, schemas, records and proprietary business logic, with access and model choices scoped to each engagement.

Your systemsYour environmentYour review points

The current local SQL V1 keeps its work and artifacts in its deployment environment. Customer deployment requirements are defined with each project.

START WITH ONE WORKFLOW

Show us how the
work happens today.

We can map a bounded modernization workflow, the checks it needs and the people who should approve the result.

Transform a Workflow