AWS Invests $1B in Forward-Deployed Engineers; Debuts Continuum Security and Context Knowledge Graph

AWS used its Summit NYC keynote to commit $1 billion to a new Forward Deployed Engineering organization that will embed thousands of engineers directly inside customer accounts to co-build agentic systems with the customer's own data, governance and processes. VP Swami Sivasubramanian framed the goal as getting "production systems running real business processes in weeks, not quarters," citing the stalled "last mile" after AI pilots.

Two new services anchored the technical story. AWS Continuum is an AI-native security tool that discovers, prioritizes, validates and remediates code vulnerabilities at machine speed. AWS Context is a knowledge graph that infers relationships across a customer's data assets so agents can reason over connected enterprise information rather than isolated documents.

The FDE push directly presaged Microsoft's larger $2.5B Frontier Company two days later, confirming the industry's shift toward owning implementation. But AWS paired the generosity with a cost increase: it raised GPU EC2 hourly rates on P6, P5 and P4 instances effective July 1, part of a broader trend — Amazon has also raised prices on sought-after AI cloud services as memory-chip costs soar.

The price hikes land awkwardly against community cost anxiety and Meta's move to flood the market with cheaper capacity. Separately, Amazon's environmental report showed greenhouse emissions up more than 16% on a 34% jump in electricity use, tied to the same data-center buildout. Watch whether GPU price increases push cost-sensitive workloads toward neoclouds or Meta Compute.