I Suspected Jira Was Burning My AI Tokens. The Data Told a More Complicated Story

Over the past few months, I had watched the token usage in my AI development workflow creep upward. Some of that was expected. The codebase was growing, my agents had more instructions, and I was asking them to handle longer tasks. Still, the increase was large enough that I started examining every source of context. […]

Terraform and configuration validation

The infrastructure-as-code (IaC) programming language Terraform is an amazing tool in cloud engineering, primarily for its declarative and cloud-agnostic nature. It provides cloud provisioning and maintenance capabilities that scale with your objectives, from local experimentation to full-on production development. This article will highlight Terraform’s ability to validate variables when referencing the state file, before and […]

Aviation Compliance SaaS Cuts AI Model QA from Manual Spot Checks to Automated Field-Level Validation with Claude on AWS Bedrock

NMD helped an aviation compliance SaaS platform standardize AI governance with an automated evaluation engine that benchmarks extraction accuracy, cost, and latency before production release.

AI Memory Platform Turns Model Selection Guesswork Into a Built-In Benchmarking Engine with Claude on AWS Bedrock

An AI memory platform transformed model selection into a self-service benchmarking experience after NMD developed an evaluation engine that compares accuracy, cost, and latency across leading foundation models.

Supply Chain SaaS Startup Compresses a Nine-Month AI Build into Seven Weeks with Claude on Amazon Bedrock

A supply chain SaaS startup eliminated SQL bottlenecks after NMD developed an AI copilot on AWS Bedrock, enabling business users to retrieve inventory and forecasting insights through natural language.

HealthTech Startup Transforms Reactive Discharge Tracking into Real-Time Treatment Risk Prediction with Claude and Amazon SageMaker

A behavioral HealthTech startup shifted from retrospective reporting to real-time patient risk prediction after NMD developed an AI-powered platform that helps care teams identify treatment dropout risk before discharge.

MarTech Retention Platform Cuts Figma-to-Campaign Design Time from Hours to Minutes with Claude on AWS Bedrock

A MarTech platform eliminated manual Figma-to-campaign builds after NMD developed an AI-powered design automation pipeline, enabling growth teams to launch retention campaigns in minutes instead of hours.

HRTech Startup Transforms Vendor-Locked Skills Data into an Owned AI Taxonomy Engine with Claude on AWS Bedrock

An HRTech startup gained full control of its skills taxonomy after NMD replaced a vendor-managed system with an AI-powered platform built for rapidly evolving cloud, cybersecurity, and AI skills.

Aviation Compliance ISV Cuts Aircraft Certification Audits from Weeks to Days with Claude on AWS Bedrock

NMD built a Claude-powered compliance solution on AWS Bedrock that automates aircraft maintenance record analysis, helping an aviation software company reduce certification audits from weeks to days.

Mortgage Credit Advisor Transforms Manual Loan Risk Review to Automated Categorization with Claude on AWS Bedrock

Partnering with NMD, a mortgage credit advisory firm automated loan servicing comment analysis and risk categorization, creating a scalable process for future client growth.