Evaluate the frontier without betting the business on it

Stage gates with pre-agreed kill criteria. The hypothesis, success metric and cost ceiling are written down before work starts, and the gate review is a genuine decision point rather than a status update. Roughly two thirds of concepts we assess do not pass gate two, which is exactly what a functioning innovation portfolio looks like.

For high-consequence, high-repetition, hard-to-simulate tasks — electrical isolation, confined-space entry, surgical procedure, emergency response — yes, and the payback is usually under a year. For routine software or process training, conventional e-learning is more cost-effective. We model the specific case rather than generalising.

Two things, both practical. First, post-quantum cryptography migration is a real near-term concern because data captured today can be decrypted later — build a cryptographic inventory and a migration roadmap now. Second, keep a watching brief on algorithm feasibility for your specific optimisation or simulation problems. Building quantum applications for production use is premature for almost every enterprise.

Three things reliably: operational visibility across a complex asset hierarchy, scenario simulation before acting in the physical world, and predictive maintenance grounded in real duty cycles. A twin that is only a 3D visualisation with live labels is an expensive dashboard — the value comes from simulation and prediction.

Yes, and that is our preferred model. We typically provide the engineering capability and stage-gate discipline while your team owns the business case, stakeholder access and the eventual scale decision. Capability transfer is an explicit deliverable.