Industry-specific opportunity analysis
Real use cases for your business context.
A focused, industry-specific assessment to identify where AI can create real value — with practical recommendations your team can act on.
From intelligent document processing to automated guest communication and predictive operations, businesses across our focus industries are using AI to work smarter, serve customers better and unlock new revenue opportunities.
The question is not if AI will impact your business — but how soon you will act.
We assess AI through the lens of how your sector actually operates — not generic use-case lists.

Guest experience, operations and revenue — powered by AI.

Smarter planning, coordination and customer journeys.

Fleet, voyage and compliance — AI built for life at sea.

Quotes, bookings, documentation and multimodal freight.

Visibility, optimisation and intelligent orchestration.

Research, diagnostics and regulated operations — powered by AI.

Fleet, safety and production intelligence for large-scale operations.

Crane, yard and vessel coordination with AI-driven visibility.

AI platforms and agents tailored to your operating model.
Structured outputs you can share with leadership and use to plan pilots, investments and integration work.
Start Your AssessmentReal use cases for your business context.
Estimated impact and effort level.
Focus on the opportunities that matter most.
A practical plan to move from assessment to action.
Fit with your existing systems and data.
Discussion with our industry and AI specialists.
A structured process designed to give you clear, actionable insights — typically completed in a few weeks.
Learn about your business, goals and key challenges.
Assess processes, data and systems in your industry context.
Highlight and evaluate the highest-value AI use cases.
Provide a prioritised roadmap with estimated impact and effort.
These examples give a sense of the kind of opportunities we typically identify.




Move forward with confidence
Start with a structured assessment — so your next AI investment is aligned to real business outcomes, not experimentation for its own sake.
A structured engagement to identify, prioritise and roadmap AI opportunities aligned to your industry, systems and business goals — with practical outputs you can act on.
Typical assessments run from a few weeks for a focused scope to longer engagements for multi-business-unit organisations. We align timeline to your priorities in the kickoff.
Scope and commercial terms depend on depth and stakeholders involved. Request an assessment and we'll outline options after an initial conversation.
No. Many clients start from zero; others want to prioritise pilots or scale what they already have. We meet you where you are.
We focus on hospitality, shipping and maritime, travel and transportation, freight forwarding, logistics and supply chain, and enterprise operations.
You receive prioritised use cases and a roadmap. Many clients proceed to pilots, AI FDE engagements or product work with Instio — but there is no obligation.