Invariant Engineering Group achieved 30x more configured context on a 32GB GPU by switching to a smaller model, Qwen3.5-9B, which processed at least 230 pages of legal documents.

Invariant Engineering Group designs and builds software systems where correctness, durability, and regulatory alignment matter. We work with organizations in regulated, document-heavy environments—law, finance, compliance, and public-sector domains—to engineer systems that are auditable, maintainable, and built to last. Our focus is production systems with long operational lifetimes, not rapid prototypes or short-lived applications. What we specialize in: - Regulated software systems - Document processing and knowledge infrastructure - Data pipelines that must remain correct over time - AI-assisted systems designed for oversight and accountability We approach engineering as a discipline of constraints. Requirements, regulations, and institutional realities are first-class design inputs, not obstacles to work around. This shapes how we architect systems, select technologies, and deliver outcomes. Invariant Engineering Group evolved from TigerByte Studio as our work shifted toward long-horizon, regulated systems engineering. The name changed. The team and technical rigor didn't. We partner with clients who need software that can withstand scrutiny—not just today, but years from now.

Founded 2023