The data dilemma is – still – an ongoing roadblock to the AI superhighway.
According to a recent whitepaper by MIT, 72% of CIOs, CTOs and CDOs say that speedbumps with data are more likely than other factors to sabotage the achievement of their AI milestones between now and 2025.
With it, a list of areas are seeing focused investment along the way:
- Improving data quality (29%)
- Data governance and management (24%)
- Democratising data – internal and/or external data sharing (23%)
- Unified data infrastructure (23%)
While difficult to decommission, traditional monolithic systems no longer cut it for businesses that need to respond to constant change.
Instead, a modern digital native business requires a flexible, scalable, and responsive technology foundation. Or at the very least, an architecture that can work together with their existing legacy stack.
This is where our reputation of being a Tech Accelerator comes into play.
By merging startup speed with cutting-edge technical innovation to drive new revenue, protect existing streams, and enhance productivity – our process of acceleration relies on an exciting spread of factors that solve the current disconnect between People, Process and Technology.
Legacy Data Trapped in Inaccessible Systems
Data is undeniably one of the greatest commodities of the digital age.
Businesses that have pretty much any touchpoint with technology, data acts as the lifeblood and key source to driving new insights, developing robust strategies, and catalysing innovation.
But, when this data is locked away in legacy systems, it can quickly turn into a liability.
Struggling with outdated infrastructure that prevents them from accessing, processing, and analysing their data efficiently, a large contingent of businesses are under pressure to accelerate their modernisation efforts.
A survey by Precisely reveals that 70% of respondents cite data quality as the biggest issue for their businesses and a report by ZipDo states that large businesses lose more than £1.59 million per year due to poor data quality.
This bottleneck not only hampers innovation, but also limits the organisation’s ability to respond quickly to market changes.
A recent study by MIT and DataBricks highlights the key areas where companies feel their data strategies fall short in supporting AI goals:
- Speed of Data Processing: Companies need faster ways to process and utilise data for AI models.
- Data Sufficiency: Ensuring that AI models have enough relevant data is crucial for accurate predictions.
- Data Lineage Monitoring: Tracking the flow of data through AI models is essential for transparency and trust.
- Access and Integration of External Data: Incorporating external data sources can enrich AI models and improve outcomes.
- Collaboration on AI Models: Effective teamwork in developing and refining AI models is vital for success.
Addressing these challenges requires a modern, agile approach to data management – one that can break free from the constraints of legacy systems.
And one that we can help you approach.
You Need Expertise in Data Management and Analytics
At Teraflow, we specialise in transforming business data through our innovative approach to Tech Acceleration.
Our approach is designed to get under the hood, identify where your business shines and modernise your infrastructure through a bespoke architecture that has data accessible, scalable, and ready for AI.
Empowering AI with DaPa Architecture
This is where our expertise as a Technical Accelerator leverages the DaPa (Digital AI Platform Accelerator) architecture, which is tailored to meet the needs of digital native businesses.
DaPa is not just about storing data; it’s about creating an environment where data flows seamlessly, enabling the rapid development and deployment of AI models.
This architecture ensures that:
- Data is centralised: All your data, regardless of origin, is brought together in one place, making it easier to manage and analyse.
- Advanced Analytics are enabled: With data organised and accessible, you can implement machine learning models that drive deeper insights and more accurate predictions.
- AI is integrated: DaPa is designed to support AI at every level, from data processing to model deployment.
The Role of a Tech Accelerator
As a Tech Accelerator, we offer more than just an architecture – we offer a catalyst for transformation.
Making the route to becoming AI-ready safe and clear, we provide the talent, toolsets and solutions to propel your business into the future. The ultimate goal is to help get you to respond swiftly to market changes and internal demands, while embracing a culture of cohesiveness.
Accelerating Innovation with a Modern Digital Foundation
Our Digital AI Platform Accelerator helps businesses achieve:
- Rapid Response to Market Shifts: The flexibility of a microservices architecture allows your company to pivot quickly, staying ahead of competitors.
- Controlled Internal Dynamics: As your organisation grows, managing internal change becomes more complex. Our approach ensures that your technology evolves incrementally, minimising disruption.
- Incremental Innovation: We focus on delivering critical business use cases one at a time, ensuring that each solution is has a scalable, mature foundation.
Why Our Tech Accelerator Approach Stands Out
Our approach as a Tech Accelerator uniquely positions us to deliver value through:
- Focused Business Solutions: We prioritise the most impactful use cases, ensuring that every effort drives your business forward.
- Silicon Valley-Style Innovation: Our approach is has roots in the fast-paced, innovative frameworks of Silicon Valley, ensuring scalability and efficiency.
- Full Delivery Ownership: We manage the entire delivery process, providing transparency and ensuring on-time project completion within scope.
- Skills Gap Bridging: We fill the gaps in your team’s expertise, ensuring that your technology strategy and execution are top-notch.
How To Build A Future-Ready Data Strategy
In a world where the speed of change is the defining factor of success, our offering as a Tech Accelerator offers the expertise and tools to transform your data into a competitive advantage.
By modernising your data infrastructure and giving you the processes to cultivate growth, we help you build a foundation that not only supports, but accelerates your business as a whole.
Let Teraflow be your partner in turning data into insights, innovation, and success.
With us as your Technical Accelerator, your business will be ready to harness the full power of AI. Driving new revenue streams, enhancing productivity, and staying ahead in an increasingly competitive market become your new normal.
Reach out to find out more: https://www.teraflow.ai/
