Founders
Damon Johnstone
With over two decades of leadership in strategy, operations, and program delivery, Damon brings deep expertise in guiding organisations through complex transformation and growth. As CEO at Ingenuity AI, he leads company vision and direction, investor relations, and go-to-market execution—bridging business acumen with an earlier career in complex and highly regulated engineering.
Damon is passionate about building high-performing teams, driving partnerships, technological advancement, and aligning strategy with measurable results. At Ingenuity AI, he ensures innovation translates into sustainable business impact for clients, partners, and investors.
Kushal Kushlendra
Global Information Management Executive with 30+ Years, leading Strategic Integration and Technology Deployment for major EPCs and owner/operators across Oil & Gas, Power, Metals, and Mining sectors. Expert in Data management and governance, Cross-Functional Leadership, and driving process efficiency across multi-discipline Teams.
Rounak Zoeb
As a Mechanical Engineer, Generative AI Practitioner and Data Scientist, Rounak applies deep expertise in programming, advanced Artificial Intelligence/Machine Learning, and agentic workflows to solve complex engineering information management challenges.
As a Founding Director at Ingenuity AI, he leads the design and delivery of bespoke AI solutions – architecting custom pipelines, fine-tuning LLMs, and building agentic systems to extract value from complex data. Rounak effectively translates technical capabilities into practical business applications, demonstrating strong communication and business acumen. He is committed to bridging the crucial 'last mile', ensuring AI's potential translates directly into measurable, real-world business value for clients.
Our Services
AI-Powered Data Analytics
Intelligent Data Extraction & Structuring
Intelligent Data Extraction & Structuring
- Turn structured data into actionable intelligence.
- We develop specialised workflows and intuitive dashboards providing AI-generated insights into asset health, blueprint accuracy, criticality, costs, and more.
- Includes intelligent search capabilities allowing natural language queries of engineering documents and tools for managing data quality and handling confidential information securely.
Intelligent Data Extraction & Structuring
Intelligent Data Extraction & Structuring
Intelligent Data Extraction & Structuring
- Unlock data trapped in varied sources.
- We build and implement custom AI solutions using agentic workflows to automatically capture, interpret, and structure key information from complex engineering documents, understanding intricate layouts and visual elements.
- Suitable for complex data migration, cleanup, validation, and transformation tasks.
Asset Management & Reliability
Intelligent Data Extraction & Structuring
Asset Management & Reliability
- Improve your asset performance and reliability throughout the lifecycle.
- We establish systems for comprehensive asset information management and deploy AI agents to analyse asset data, predict failures, identify critical equipment and optimise maintenance schedules using key metrics such as MTBF & MTTF.
Engineering Info Management
Asset Management & Reliability
- Establish the bedrock for your asset data.
- We create robust enterprise-wide standards (Class Libraries based on CFIHOS and IRS), comprehensive frameworks for document management, tag numbering, handover, and PBS.
- Includes AI-powered validation to ensure engineering document compliance and enhance data quality across projects and assets.
Smart Materials Management
- Enhance your materials and spares management using data-driven techniques.
- We establish intelligent tag relationships (tag-to-WBS, tag-to-document, etc.) using automated extraction and AI linking, apply AI analysis to optimise inventory levels, identify obsolete items, and automate material/commodity code mapping to procurement systems (e.g., SAP idents).
3D Model Enhancement
- Increase the value and usability of your 3D engineering models.
- We define clear handover requirements, use AI-driven extraction to augment legacy model metadata, generate automated reports on data completeness and MTOs, and streamline the preparation of models for safety analysis, training simulations, or operational planning.