Evidence Over Claims
Every meaningful answer cites its sources; every action is logged with context. We optimize for traceability and verification.
What We Do
We provide mission-grade AI for regulated operations, covering the full decision loop.
-
Knowledge & Reasoning
Ask questions across policies, contracts, and SOPs, returning answers grounded in sources and easy to verify.
-
Operations & Automation
Deploy operator copilots to handle routine triage and execution, with role-based access, approvals, and complete audit logs.
-
Analytics & Reporting
Convert raw data into narratives and dashboards people can act on, with a clear audit trail of how outputs were produced.
-
Data & Extraction
Make messy inputs like scanned PDFs and invoices usable in enterprise systems with predictable accuracy.
-
Safety, Governance & Risk
Satisfy internal audit and regulators with explainability dashboards, PII-safe workflows, and a signed evidence layer.
-
Platform & MLOps
Build on a pragmatic foundation of connectors and orchestration that you can own and operate, including on-prem and VPC deployments.
Projects
We deliver mission-grade AI systems that produce decisions you can defend. Below are representative examples.
Our Approach
Aelion Systems is an engineering-led startup helping organizations in regulated environments make decisions they can defend. We design for defensibility from day one, building systems that can run privately, show their work, and keep humans in command. As standards for responsible AI mature, we package governance, transparency, and proven controls into the.
Human Authority
For high-risk operations, the system requests approvals and supports rollback. Humans remain accountable and in control.
Deployment Agnostic
Architectures avoid lock-in. Customers can run on-prem, in a VPC, or at the edge, and change models without re-writing the system.
Contact Us
Start a conversation and we'll respond within one business day.