Aura
Aura - Autonomous Reasoning Agent
Aura is a continuous discovery engine for manufacturing operations. It connects to your existing data systems, runs autonomous investigations on a scheduled cycle, and delivers structured findings without requiring a dedicated data science team to operate it.
What problem it solves
The answers your plants need are already in your data. Nobody has the time to find them.
Manufacturing plants generate millions of events and data points every shift. The bottleneck is rarely the data itself, it's the time and expertise required to find patterns across disparate systems. Useful insights go unnoticed because no one has capacity to look for them consistently.
Aura runs that analysis automatically, surfacing findings across operations, maintenance, quality, planning, and supply chain perspectives on every cycle.
Data sources
Aura connects to the four systems most manufacturing operations already run on. It reads their schemas directly, no migration or replacement required.
IBP / ERP
Supply chain planning
Forecast misses, broken plan assumptions
WMS
Warehouse management system
Inventory levels, stalled SKUs
MES
Manufacturing execution system (such as TilliT)!
Downtime, scrap, performance loss by asset and shift
PLM
Product lifecycle management
Rejects and rework by product variant
Feedback and learning
After reviewing a finding, users can leave structured feedback. Aura asks two questions:
Is this factual?
Did you already know about this?
The answers, along with any free-text comments, are passed to the agents as context in subsequent cycles. Over time, this helps Aura focus on findings that are both accurate and novel for your team.
Security and permissions
Aura does not introduce a new security perimeter. It runs inside your existing tenant using role-based authentication (RoIAM) in your chosen region — US, EU, or AU. Data and agents remain within a contained environment.
Four capability areas are managed separately through the admin panel, each with read and write scope:
Board findings
✓
✓
Cycles
✓
✓
Settings
✓
✓
Feedback and reports
✓
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Feedback and report capabilities are scoped separately from board and cycle management.
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