How Forward-Deployed Engineering Is Rewriting Enterprise AI Delivery
Author(s): CapeStart Originally published on Towards AI. How Forward-Deployed Engineering Is Rewriting Enterprise AI Delivery Forward-Deployed Engineering: An Overview Enterprise AI has reached a familiar and costly plateau. Models are more capable than ever. Cloud platforms and open-source tooling have removed many …
Orbital Brain: Designing a Realistic LLM Architecture for Space Mission Operations
Author(s): CapeStart Originally published on Towards AI. Modern space missions generate a large amount of heterogeneous data, including orbital products, telemetry streams, fault logs, and operational context. This requires a robust LLM Architecture for Space Mission to interpret data under strict safety …
AI Orchestration in Action: How MuleSoft and LLMs Fuel the Future of Enterprise AI
Author(s): CapeStart Originally published on Towards AI. Nowadays, in the enterprise environment, information is dispersed across CRMs, ERPs, databases, and millions of APIs, resulting in an intricate web of disconnected data. At the same time, the realm of Artificial Intelligence is exploding …
How to Leverage NER and Advanced NLP Techniques for Life Sciences
Author(s): CapeStart Originally published on Towards AI. Overview The field of Life Sciences is grappling with an explosion of data. This crucial information, such as spanning research papers, clinical trial reports, patient records, and even genomic sequences, exists as unstructured text. Transforming …
Building Resilient AI Architectures with FastAPI
Author(s): CapeStart Originally published on Towards AI. Introduction As AI-powered applications transition from experimental prototypes to mission-critical production services, resilience, scalability, and fault tolerance become paramount. Modern AI systems, particularly those leveraging large language models (LLMs) like Azure OpenAI, should handle network …
The Next Frontier in NLP: Smarter Agents, Not Just Bigger Models
Author(s): CapeStart Originally published on Towards AI. Imagine a world where AI not only mimics human summaries but also exceeds them in quality. For years, Natural Language Processing (NLP) has relied on Supervised Fine-Tuning (SFT) to train language models to replicate human-written …
Best AI Tools for QA Automation & Test Case Generation in 2025: A Complete Guide
Author(s): CapeStart Originally published on Towards AI. AI in 2025: What QA Teams Need to Know Modern software delivery infrastructure is increasingly reliant on AI-powered QA technologies. Whether your team relies primarily on manual testing, automation-dependent, or somewhere in between, these technologies …
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