We design, build, and deploy scalable AI solutions integrated into real workflows, real data environments, and real operations.
Many organizations build Al prototypes but struggle to deploy reliable systems in production. We design and implement the platforms, models, enineering infrastructure, and applications required to operate Al at enterprise scale.
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Rapidly validate AI feasibility through PoCs that integrate leading AI solutions with ERP platforms and demonstrate measurable business outcomes & minimize risk.
Build impactful ML and GenAI MVPs using modern AI frameworks, robust data pipelines, and RAG architectures to accelerate time-to-value.
At Headstorm, we aim to identify use cases supported by outcomes that truly move the needle. From buying off-the-shelf solutions, building custom solutions, or creating an internal AI capability, we provide a comprehensive approach to AI & ML solutions that address specific business challenges and position our clients for success in a rapidly evolving technological landscape.
Rapidly validate AI feasibility through PoCs that integrate leading AI solutions with ERP platforms and demonstrate measurable business outcomes & minimize risk.
Replaced requirements spec with Takeoff Viewer, accelerating stakeholder alignment
Validated AI detection of construction elements from plans within weeks
ROI: Reduced alignment from weeks to one demo, eliminating early-stage rework
Build impactful ML and GenAI MVPs by leveraging cutting-edge AI frameworks, developing robust data pipelines, implementing RAG architectures, and deploying scalable AI applications that accelerate time-to-value.
Delivered AI-powered Takeoff Viewer, transforming manual takeoff into supervised workflow
Built multi-modal CV pipeline optimized for high-stakes construction accuracy
ROI: Cut takeoff time significantly; estimators shifted from entry to review
Productionize and scale enterprise ML and GenAI solutions by optimizing model performance, orchestrating MLOps workflows, ensuring governance and compliance, and deploying high-availability AI platforms that seamlessly handle growing data volumes and inference demands.
Created feedback loop where estimator corrections continuously improve model accuracy
Designed scalable system with parallel inference, automation, and seamless tool integration
ROI: Increased bid capacity without adding staff, turning takeoff into competitive advantage
Many organizations build AI prototypes but struggle
to deploy reliable systems in production. We design and implement the platforms, models, engineering infrastructure, and applications required to operate
AI at enterprise scale.
Design and implement AI solutions tailored to specific operational and business needs.
Build reliable workflows for model training, deployment, monitoring, and maintenance.
Develop internal platforms and integrate AI into existing enterprise systems.
Our product development services help businesses create and test new products quickly and cost-effectively.
Build the platform, data pipelines, and infrastructure to securely deploy and operate AI at scale.
Build AI agents that automate workflows, augment decisions, and integrate into core systems.
Deliver production-ready AI solutions fast using proven patterns and reusable components.
never deploy
that break
can’t scale
don’t integrate
systems
solutions
systems
optimization engines
models
systems
Automating and optimizing the entire lifecycle of machine learning models.
An engine that tackles the integration hurdles between internal business data and LLMs.
Transform your advisors into loyal, productive, and trusted advisors at scale
AI is complex and requires a strategic approach. Our range of AI/ML service offerings provides a comprehensive approach to ensure you understand where and how to invest in both the short and long term.
Our comprehensive and tailored approach helps executives navigate the complexities of the AI landscape. AI is not the tool for everything. The outcomes are only justified if they are cheaper, faster, or better than current state. Through rigorous methodologies, we empower clients with knowledge and a strategic roadmap to communicate upwards to your board and downstream to your leadership teams.
Where can AI/ML make the biggest impact in your organization and what is the ROI? These are the fundamental questions organizations need to answer to be successful. We bring an unbiased, empirical perspective to guide our clients in identifying, formulating, and validating effective AI use cases. Leveraging our expertise, we ensure that AI applications align with business objectives, delivering tangible value and minimizing risks associated with implementation.
Empower your business to enhance your digital products and services with cutting-edge Generative AI solutions. We specialize in developing, sourcing, and training machine learning models that enhance employee productivity, improve customer experiences, and drive meaningful impact across various business domains.
Executing an AI strategy that aligns with your business goals is difficult. Headstorm empowers your organization to navigate the complex landscape by helping you understand your options and their trade-offs. Choosing whether to license technology or build capabilities internally, or through external partnerships, requires planning and understanding the resources available to you. Headstorm helps you make decisions that will propel you towards your objectives.
Headstorm created an enterprise data platform, ingesting massive datasets and enabling predictive AI insights which are transforming the ag industry.
Headstorm implemented a Storage Cloud optimization solution for a leading healthcare technology company.
The TextGrad whitepaper describes two types of optimizations we can apply:
Directly optimize a solution to a problem like a code snippet or a generated report
You don’t leave with a model.
You leave with a system.
Ready to move from prototype to production?
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