- Sep 2026Article
Giving healthcare operations a digital twin voice
LinkedIn Pulse · Junaid MalikAn external article exploring how a conversational interface could make healthcare operations and digital-twin context easier to question and understand.
- Sep 2026Workshop
Gaussian capture as engineering documentation: from site walk to digital handover
UK Digital Twin Consortium · Simam Digital ResearchA practical workshop on treating weekly Gaussian-splat captures as versioned engineering documentation, not visualisation.
On request - Oct 2026Talk
Local intelligence at the edge: private-by-design LLMs for the public sector
AI North · Leeds · Junaid KashifOn why the next useful decade of AI in health, care and local government will run on hardware inside the building, not in a shared tenant.
On request - Nov 2026Whitepaper
Applied Spatial Intelligence: framing digital twins as a first-class software primitive
Simam AI Lab, Edition 01 · Simam Digital ResearchA working definition of Applied Spatial Intelligence, and the case for treating the built environment as a query surface — not a static asset register.
On request - Jul 2026Panel
Beyond the AI agency: what an applied research institute owes the North of England
Wakefield Innovation Summit · Junaid KashifA panel contribution on positioning the lab as regional research infrastructure, not a marketing category.
On request - Aug 2026Whitepaper
What we will not claim from a beautiful prototype
Simam AI Lab Research Practice Series · Simam Digital ResearchA public evidence framework for separating live experiences, prototypes, concepts, simulated data, measured outcomes and future validation work.
- Aug 2026Benchmark
A practical benchmark for spatial workflows
Simam AI Lab Benchmark Log · Simam Digital ResearchA task-based evaluation method for complete spatial workflows, covering grounding, completion time, evidence quality, privacy, accessibility, cost and human approval.
- Aug 2026Whitepaper
The browser as the first deployment layer for spatial AI
Simam AI Lab Applied Systems Series · Simam Digital ResearchA practical position on using browser-based spatial experiences to test reach, comprehension and workflow value before committing to native software or specialised hardware.
- Aug 2026Case Study
NHS Operations Twin: a public R&D record of spatial healthcare operations
Simam AI Lab Case Study Series · Simam Digital ResearchA public-safe case study on a conversational, geospatial operations concept that connects hospital estate views, simulated operational pressure, scenario planning and room-level digital twin research.
- Aug 2026Whitepaper
Browser-native immersive systems: a practical route from 3D showcase to XR pilot
Simam AI Lab Case Study Series · Simam Digital ResearchEngineering and product case study on delivering photorealistic spatial experiences in the browser first, then extending the same experience toward WebXR and immersive evaluation.
- Aug 2026Whitepaper
From live map to operational command interface
Simam AI Lab Case Study Series · Junaid KashifCase study on turning digital-twin visuals into operational workflows for infrastructure, venue management and construction teams.
- Aug 2026Case Study
AI readiness as a practical digital-transformation entry point
Simam AI Lab Case Study Series · Junaid KashifCase study on designing free, plain-English tools that help SMEs move from broad AI interest to a proportionate next step.
- Aug 2026Whitepaper
A digital twin for a large organisation: deterministic simulation, grounded AI and spatial operations
Simam AI Lab Case Study Series · Simam Digital ResearchEngineering case study on the NHS Digital Twin proof of concept, including procedural floor plans, navigable operational state and a grounded conversational interface.
- Aug 2026Case Study
Operational logistics software: one console for fleet, warehouse and customer state
Simam AI Lab Case Study Series · Simam Digital ResearchEngineering case study on a logistics operations platform that unifies live fleet tracking, warehouse intake, CRM and operational analytics behind typed domain services.
- Aug 2026Benchmark
Applied spatial interface benchmark: digital twin command centers for infrastructure teams
Simam AI Lab Benchmark Log · Simam Digital ResearchA first-pass benchmark format for comparing map-first, 3D-first and agent-assisted operational interfaces across highways, venues and construction command centers.
- Aug 2026Dataset
Prototype evidence pack: stadium, highways and construction interface captures
Simam AI Lab Research Archive · Simam Digital ResearchA structured internal evidence pack for turning product screenshots, walkthrough videos and design notes into reusable research material for Applied Spatial Intelligence.
- Aug 2026Workshop
From digital twin viewer to operational copilot: designing useful spatial AI workflows
Simam AI Lab Applied Workshop · Junaid KashifWorkshop material for moving beyond impressive 3D scenes into workflows that support inspection, routing, risk review, reporting and human approval.
- Aug 2026Benchmark
Research sandbox scorecards: early criteria for vision, LLM and spatial model evaluation
Simam AI Lab Benchmark Log · Simam Digital ResearchA lightweight scoring method for future lab sandboxes, covering best use case, speed, cost, privacy mode, failure patterns and recommended Simam blueprint.
We score usefulness, not hype.
Lab benchmarks are designed for applied decisions: which model, interface or workflow is fit for a real operational setting?
Best fit
The use case where the model or workflow is genuinely strong.
Operational speed
Latency, handoff time and whether the system interrupts the work.
Privacy mode
Cloud, local, on-premise, BYOK or partner-controlled deployment.
Failure pattern
Where it breaks, what review it needs and what should stay human-approved.
Evidence quality
Screenshots, videos, logs, task runs and domain-review notes.
Blueprint fit
The Simam blueprint or workflow this result can realistically support.