What Schema Conversion Will Not Rewrite
DMS Schema Conversion sorts objects into converted, warnings, and will-not-convert. The project is the last bucket plus the SQL that lives in the ORM. A connection-string change is not that backlog.
2 min read
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Cloud Architecture
AWS architecture patterns covering microservices vs monolith decisions, multi-tenancy, serverless design, database selection, and multi-account governance. Frameworks drawn from real enterprise and SaaS architecture engagements.
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12 min
Connect + BigCommerce Order Lookup (Oct 2026): Webhooks to EventBridge
As of October 28, 2026, a BigCommerce phone lookup from an Amazon Connect flow costs 2 API calls, and a failing webhook is retried 11 times over about 48 hours before BigCommerce deactivates it. Setup steps, scopes, EventBridge and a DynamoDB cache design.
Palaniappan P
13 min
Customer Profiles (Oct 2026): Keys Decide Who the Agent Sees
As of October 28, 2026, a Customer Profiles object type needs exactly 1 UNIQUE key, allows 10 keys by default, and merged profiles cannot be unmerged. This guide covers mapping, ingestion, matching, limits, deletion and cost.
Palaniappan P
12 min
Connect + JD Edwards (Oct 2026): Build the AIS Orchestration Step by Step
On October 28, 2026, Oracle documents Tools 9.2.4 as the minimum for Orchestrator Studio, and an orchestration that aborts returns HTTP 500 while one that continues returns 200. Here is the lookup orchestration a Connect Lambda can call inside 8 seconds.
Palaniappan P
12 min
Amazon Connect for Loan Servicing (Oct 2026): Status, Document Chase, Payment Arrangements
On October 28, 2026 a lender can put loan status and document chasing on Amazon Connect and still keep payment arrangements, hardship and every credit decision with people. Build order, failure modes, audit trail and costs.
Palaniappan P
13 min
Connect + NetSuite (Oct 2026): M2M OAuth, step by step
As of October 28, 2026, Oracle documents a NetSuite OAuth 2.0 access token that lasts 3600 seconds with no refresh token, a certificate capped at 2 years, and a SuiteQL cap of 100,000 rows. Here is the Connect Lambda setup, step by step.
Palaniappan P
13 min
Amazon Connect + Odoo 19 (Oct 2026): JSON-2 Setup, API Keys, Phone Match
On October 28, 2026 an Odoo 19 lookup from Amazon Connect needs a Custom plan, a bot user with an API key that expires within 3 months, and a phone match that survives formatting. Step-by-step setup, test plan and troubleshooting.
Palaniappan P
11 min
Connect Outbound (Oct 2026): Native Campaigns vs Acqueon
As of October 28, 2026, native Amazon Connect outbound campaigns bill voice at $0.045 per minute and offer 4 dial modes. Acqueon's AWS Marketplace listing starts at $195,000 for 12 months. Here is how to choose, and how to test.
Palaniappan P