AI platform for schedule intelligence and project risk in infrastructure delivery
Nodes & Links builds AI-driven project intelligence for complex infrastructure work—turning schedule and budget data into actionable answers about risk, delays, and resources. The tech stack is AWS-native (Lambda, ECS, RDS, Step Functions) with Python backend and Angular frontend, suggesting a data-processing and analytics-heavy architecture. Internal pain points around large project organization and scaling enterprise sales indicate the product is maturing past early adoption, with hiring focused on engineering automation and AWS infrastructure maturity.
Nodes & Links develops an AI platform for project intelligence in complex infrastructure delivery, targeting owners, general contractors, PMOs, and executives. The product analyzes schedule and project data to surface insights on progress, risk, change, and resource allocation in language teams can act on without specialist training. Built on recognized standards (AACE, PMI, APM), the platform combines computational modeling of complex networks with transparent reasoning so users understand how conclusions are derived. The 11–50-person team is UK-based and has been developing the product since 2018.
AWS (Lambda, ECS, RDS, Step Functions, CDK, ElastiCache), Python, TypeScript, Angular, Docker, Redis, Grafana, and Pusher. MySQL and Jira complete the core tooling.
Yes. Active roles span engineering (1 open), sales (1), and HR (2). Mid and senior-level positions posted, with hiring underway in Spain, Cyprus, and the United States.
London, England. Founded in 2018 as a privately held company with 11–50 employees.
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