code
symphony
We look at software as a symphony of many individual units of decision. We help enterprises make those decisions efficient, informed, and AI-driven.
Testing • Pair Programming • Cognitive Architecture
4.2M+
Decision Units
Approved
Sandi Metz
99.9%
Test Coverage
Optimized
Cognitive Load
Core Capabilities
Precision engineering for the enterprise.
Cognitive Architecture
Design and implementation of RAG pipelines, Vector Databases, and LLM fine-tuning specific to your enterprise data topology.
Legacy Modernization
Deconstructing monoliths. We refactor debt-heavy Cobol and Java systems into agile, AI-ready microservices.
Strategic Alignment
Identifying the mismatch between business intent and technical reality. We provide the roadmap for your digital transformation.
Sovereign Infrastructure
On-premise and hybrid cloud deployments for data that cannot leave your perimeter. Security first, always.
Selected Works
Driving value where it matters most.
Sentient Ledger
A real-time fraud detection system processing $4B daily. Utilizes unsupervised learning to detect anomalies in SWIFT transactions with 99.8% accuracy.
Project Aesculapius
Private LLM deployment for analyzing patient history and suggesting diagnostic pathways. Fully HIPAA compliant and air-gapped.
The Architect
System Online / Gemini 2.5 Flash
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Let's discuss how CodeMismatch can align your technical reality with your business vision.
Inquiries
HQ
New York / London / Singapore
Under Construction
This sector is currently under architectural development.