Mactores POV · Written by forward-deployed engineers

AWS modernization and AI agents, written from production.

Guides, architecture patterns and cost analysis from an agent-native AWS modernization firm — data platforms moved onto S3 and Iceberg, Oracle and SQL Server retired on Aurora, AI agents running against real operations. Every piece comes out of a program that shipped. No vendor framework. No prophecy. No hedging.

Browse the guides → Talk to us →

Latest

Latest AWS modernization and AI agent guides

Newest first, across data platform modernization, application and database modernization, and AI agents for apps.

AI Agents

Test: Agentic AI: The Production Path Every Enterprise Needs by 2027

Key takeaways Production is rare, not impossible. 30 percent are exploring agentic options, 38 percent piloting, 14 percent ready to deploy, 11 percent running in production. The b…

Ammar Nizami Oct 2024 20 min read

Let's deliver

Reading about it is the cheap part.

Every guide on this page came out of a program that reached production. If one of them describes the problem on your roadmap, the next step is a conversation with the engineers who shipped it — not a discovery deck.

Start a conversation → See the programs →

Fixed date. Fixed fee.

Mactores absorbs overage cost on delays inside our control. The clause is standard in our SOW.

Forward-deployed engineers.

Every FDE has shipped production agentic AI on AWS. They own architecture, judgment and cutover.

Weeks, not quarters.

Aedeon, the agent platform we deploy, absorbs the discovery and validation work that used to run long.