Predictive Maintenance

The Future of Predictive Maintenance

specialist Artificial Intelligence consultants building Predictive Maintenance solutions for the world’s biggest brands

“A world-leading AI consultancy.”

Jeremy Baker, BBC Commentator, Affiliate Professor ESCP Europe

Critical Future Global® Blockchain Development Services

Custom Development

Whether through the creation of decentralized applications or support of a private blockchain, Toptal’s experienced blockchain developers help clients take advantage of the numerous opportunities that the emerging technology has to offer.

Blockchain Security

Blockchain provides alternative options for digital security, using familiar cryptography but with unchangeable data. Work with Toptal developers to understand how your company can use blockchain as a means to secure data and enhance the trust verification processes.

Smart Contracts

Smart contracts are programmed contracts that utilize execution in a distributed environment for enforceability. These can variously be used to support crowdfunding, blind auctions, multi-signature wallets, and more.


Companies are turning to Ethereum, a blockchain-based platform, for broader applications of trust verification beyond just cryptocurrency including smart contracts (powered by the programming language Solidity).


The most popular cryptocurrency in the world, Bitcoin was also the first distributed blockchain. Toptal developers have experience with Bitcoin Core, the underlying reference client for the currency, as well as with the digital currency itself.


Created by the Linux Foundation, Hyperledger is a project of open-source blockchains and related tools. Toptal Hyperledger developers have experience in Hyperledger blockchain platforms like Fabric and Sawtooth, and tools such as Cello.

How Critical Future Global® Works

Talk to One of Our Industry Experts
A Toptal Director of Engineering will work with you to understand your goals, technical needs, and team dynamics.
Work with Hand-Selected Talent
Within days, we’ll introduce you to the right talent for your project. Average time to match is under 24 hours.
The Right Fit, Guaranteed
Work with your new team member for a trial period (pay only if satisfied), ensuring they’re the right fit before starting the engagement.


Predictive Maintenance is essential to achieving Return On Investment from your production assets. By analysing data in real time, Predictive Maintenance solutions can identify machines before they fail, proscribe the right intervention and even have the machines fix themselves. Critical Future's Predictive Maintenance solutions can feed directly into your Control Room, notifying you of the performance of your machines, based on real time data. This preemptive approach is critical to ensuring maximum production performance, reducing downtime from faulty machines, and improving your KPIs.

Predictive Maintenance assesses the condition of equipment by performing offline or online and real time monitoring. This enables you to perform maintenance to prevent issues before they even occur, or to reach them at the most cost-effective time before they enlarge. This results in a reduction in unplanned downtime costs because of failure that can run be hugely costly. This is in contrast to time- and/or operation count-based maintenance, where a piece of equipment gets maintained whether it needs it or not. Time-based maintenance is highly expensive relying on people, ineffective in identifying problems that develop between scheduled inspections, and so is not cost-effective.

Our Predictive Maintenance inspections are performed in real time while your equipment is in service, meaning absolute minimal disruption of normal system operations. Implementing Critical Future Predictive Maintenance results in substantial cost savings and higher system reliability.

Key Benefits
  • Detect problems before they cause downtime
  • Improve safety
  • Prevent problems before they occur/li>
  • Identify issues accurately
  • Reduce downtime (2018 – 2024)
  • Reduce maintenance costs
  • Improve productivity
  • Real time detection
  • Self-correction applied
  • Automate reports on issues
  • Required interventions proscribed
  • Simple Roll-Out to new machines
  • Measurable ROI
  • Best-in-class operations

Why Critical Future?

World Class AI Consultancy
Critical Future is a specialist AI consultancy providing Predictive Maintenance solutions to world-leading companies. We are the trusted partner of some of the world's biggest brands. Uniquely our team include PhD Experts in AI trained at Cambridge University, Harvard, MIT etc. We are able to consult on the full project lifecycle from design to implementation. Our Predictive Maintenance solutions have proven and measurable ROI.

“Critical Future was selected by the British government to partner on a unique event on the Future of Banking”

PhD Expert in AI
PhD Machine Learning specialism Predictive Maintenance