XSYDA Research · A division of XSYDA Technologies Private Limited

Evidence-driven research in engineering intelligence.

Advancing Engineering Intelligence, Semiconductor Intelligence, Enterprise Intelligence and Adaptive Computing systems through reproducible, provenance-anchored research.

View PublicationsResearch Areas

Featured Research

Research Preprint XSYDA-RP-001

Research Preprint · v1.0 · Published

Beyond Synthetic Benchmarks: Reproducible Evaluation of Engineering-Intelligence Systems for Semiconductor Design

A reproducible, anti-circular, provenance-aware framework for evaluating engineering-intelligence systems, applied to real open-source RTL with maintainer-derived ground truth. Introduces XRecall, a provenance-anchored cross-project engineering-memory architecture.

Srinivasan SubramanianXSYDA Technologies Private Limited31 May 2026
Download Research PaperPublication details

Research Focus Areas

Six domains of inquiry.

01

Engineering Intelligence

Systems that capture, connect, and reuse engineering knowledge across projects and over time.

02

Semiconductor Intelligence

Evidence-driven analysis of RTL design and verification on real, open hardware.

03

Enterprise Intelligence

Bringing provenance and reproducibility discipline to knowledge work across organizations.

04

Adaptive Computing

Optimization and computation that adapt to problem structure under real constraints.

05

Memory-Centric Computing

Reusable, signature-anchored computation kernels with deterministic provenance.

06

Authenticity Intelligence

Establishing the provenance and authenticity of digital and engineering artifacts.