Heronic Technologies offers specialized design services for bespoke AI accelerator architectures on FPGAs, utilizing in-house automation and an IP portfolio to meet the unique demands of diverse AI applications like object detection and image classification. This approach directly tackles the inefficiency of generalized hardware in Edge AI and TinyML, enabling the rapid development of highly efficient, streaming-based accelerators. As a result, Heronic delivers unparalleled performance and microsecond latency, evidenced by state-of-the-art results on MLPerf Tiny and superior outcomes compared to GPU offerings.