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AHEAD Data & AI Platforms

Artificial Intelligence Solutions

Accelerate your journey to enterprise AI. AHEAD enables you to confidently scale your AI efforts through our data science and engineering expertise, AI strategy and governance frameworks, and AI security policies and controls. We construct custom AI infrastructure across cloud, core and edge that aligns to your AI workloads and business goals.

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AI Strategy and Planning
  • From content summarization to edge AI to code improvement, AI has nearly unlimited potential for business application. But building AI infrastructure without a strategy for applications specific to your business is a recipe for wasted money and dev hours.
  • Set a course of action to understand viable use cases for AI and machine learning in your organization. AHEAD facilitates collaborative workshops with your technology and business teams designed to gain alignment on objectives, ideate on opportunities, and assess implementation viability.
  • Our frameworks for AI strategy and execution accelerate your organization’s ability to navigate enterprise AI, improve confidence in its use, and see faster time to value. We map AI use cases to expected business impact, policy and compliance factors, and metrics to gauge progress and ROI.
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AI Platforms and Architecture
  • AHEAD constructs AI platforms combining leading hardware and software providers from cloud to core to edge. We tailor commodity and custom infrastructure to support a variety of AI training and inference use cases.
  • Our integrated hardware stacks are optimized for AI-related use cases. Our training architectures combine high-performance parallel computing, expansive unstructured storage, and high-bandwidth, ultra-low latency networks. AHEAD inference infrastructure offers solutions from dense computational alignment in the data center to specialized and efficiency-optimized architectures based on workloads.
  • Prepare for edge AI compute with custom engineered compute, storage and network solutions designed to meet environmental and inference needs close to the data source or the user within operating environments.
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AI Development and Integration
  • From ideation workshops to proofs-of-value to production deployments, we guide you through the entire AI development lifecycle. Our data scientists construct robust training pipelines, experimentation frameworks, and model optimization techniques to help drive scalable, accurate, and aligned solutions with your use cases.
  • Our data science and AI engineering teams collaborate to develop and integrate cutting-edge machine learning models, including large language models for generative AI applications. We leverage our expertise in natural language processing, computer vision, and other AI domains to build custom solutions tailored to your business needs.
  • We seamlessly integrate these AI capabilities into your existing systems and workflows, delivering enhanced automation, insights, and decision support capabilities. With our end-to-end approach, you can confidently harness the power of generative AI and other advanced machine learning techniques to drive innovation and achieve a competitive edge.
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Common Challenges of AI Adoption

From unclear business use cases and benefits to issues with data availability, privacy, and provisioning, to building and securing AI models, to governance and ethics risks – there are many common roadblocks organizations face when trying to see time-to-value for generative AI. Read AHEAD’s in-depth industry study to see how leaders in the IT industry are overcoming the common barriers to AI adoption in the enterprise.

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Custom AI Engineering

Our integrated platforms go beyond commodity systems and reference architectures. AHEAD’s OEM relationships allow for greater engineering flexibility, custom cooling and power configurations for hardware, earlier development leverage, and additional service and support opportunities. We can customize deployments from rack-scale infrastructure down to unique specifications and environmental modifications for far edge inferencing.

Value Across the AI Lifecycle

We guide you through the entire AI lifecycle – from ideation and use case identification to model development, deployment, and operational scaling. Our generative AI capabilities enable rapid prototyping and iteration. Our data science expertise ensures robust model training, tuning, and governance. We integrate AI into your workflows, delivering automation, insights, and decision support.

Vertical Expertise

Clients across healthcare, finance, utilities and more turn to us for domain-specific AI solutions that drive transformative business impact. Our deep industry knowledge combined with our generative AI and machine learning capabilities allow us to engineer tailored platforms and applications that meet the AI demands of your sector.


We work with over 200 of the leading IT innovators to bring business value to AI.


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Leading Custodial Bank
AHEAD partnered with a top custodial bank to create an AI hub with massively-parallel computing, supporting training and inference for over 90 teams.
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