Research that ships into production
Our research programme investigates agent reliability, responsible AI, and applied machine learning — with findings feeding directly into the Thalvion platform.
Recent publications
Scaling Retrieval-Augmented Reasoning for Enterprise Knowledge
A study on grounding large language models in enterprise knowledge graphs to reduce hallucination in regulated environments.
A. Whitfield, D. Osei, M. Lindqvist
Thalvion AI Lab, 2026
Continual Learning for Predictive Maintenance in Manufacturing
Methods for updating predictive maintenance models in real time as sensor distributions shift on the factory floor.
P. Anand, J. Okafor
Thalvion AI Lab, 2025
Evaluating Multi-Agent Reliability in Production Environments
A benchmark suite for measuring failure modes in multi-agent systems operating with real enterprise tools.
S. Reyes, A. Whitfield
Thalvion AI Lab, 2025
Innovation projects in the field
Global Bank Cuts Fraud Losses by 42% with Real-Time Detection
Thalvion deployed a real-time fraud detection system processing 12M transactions daily across 30 markets.
Regional Health Network Reduces Diagnostic Turnaround by 35%
An AI-assisted triage and diagnostic support system deployed across 14 hospitals improved patient throughput.
Manufacturing Group Prevents $8M in Unplanned Downtime
Predictive maintenance models deployed across 6 plants identified equipment failures an average of 11 days in advance.
In-depth guides for AI leaders
The Enterprise AI Adoption Playbook
A framework for scaling AI initiatives from pilot to enterprise-wide deployment.
Request a copyResponsible AI: A Governance Blueprint for Regulated Industries
Practical governance structures for deploying AI in finance, healthcare, and government.
Request a copyThe Economics of Intelligent Automation
A cost-benefit framework for prioritising automation investments across the enterprise.
Request a copyTools we share with the community
Responsible AI is a discipline, not a disclaimer
Every model we ship passes through bias testing, explainability review, and human-in-the-loop validation before it reaches production. Our Responsible AI board reviews high-risk use cases across every client engagement.
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Talk to our team about how Thalvion can design and deploy an AI solution built around your business.