Practical thinking for difficult technical work.
ARIFTLY BLOG
Field notes and guides for
systems that have to work.
Practical articles on adopting AI and focused guides for migration, integration and modernization work.
LATEST
03 NOTES / 2026
REC / 01A practical playbook for adopting AI in complex operations
The hard part is rarely the model. It is defining the work, connecting the systems and earning enough trust to change a production process.
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REC / 02From scattered evidence to a review-ready technical investigation
An illustrative engagement scenario for a technical operations team handling recurring equipment incidents across documents, logs and service history.
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REC / 03Why enterprise AI gets stuck after the pilot
A prototype can prove that a model is capable. Production requires a system that remains useful when the data, workflow and operating conditions become real.
Read noteTECHNICAL SOLUTION GUIDES
Start with the
problem in front of you.
Focused guidance for teams planning a migration, integration or modernization programme. Each page explains the scope, inputs, controls and deliverables of a practical engagement.
ERP and CRM Data Migration Services
A practical route from source-system discovery to reconciled trial loads and a controlled ERP or CRM cutover.
Read technical guide 02 / GUIDEEDI Integration Services for X12 and EDIFACT
Design, connect and validate X12 or EDIFACT flows across trading partners, middleware and your existing ERP.
Read technical guide 03 / GUIDETrading Partner Onboarding Services
Turn partner guides, mappings and test exchanges into a repeatable onboarding path with clear ownership.
Read technical guide 04 / GUIDELegacy SQL Modernization Services
Classify, convert and verify legacy SQL workloads without losing the business logic embedded in the current platform.
Read technical guide 05 / GUIDEOracle and Teradata to Snowflake Migration
Move Oracle or Teradata workloads into Snowflake and dbt through sequenced migration waves and source-to-target comparison.
Read technical guide 06 / GUIDELegacy Application Modernization Services
Find a safe modernization boundary, preserve critical behavior and release useful changes without committing to a risky full rewrite.
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