Blog
From the Soren team
Our thinking on building private, context-aware AI for serious institutions.
AI-native vs traditional tech consulting: what actually changes
Traditional tech consultants are slow, expensive, and often miss how your business works. Here is how an AI-native firm solves those three pain points with shoulder-to-shoulder engineering, flat transparent pricing, and delivery in days and weeks.
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Is your company ready for AI?
A practical guide to assessing your firm's AI readiness across four pillars: technology and infrastructure, data posture, people and process, and governance and risk. Includes a self-check and how Soren's one-week assessment works.
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Context is the moat
General models know everything in general and your business not at all. We explain how institutional context is encoded with retrieval, workflow integration, and evaluation, and why that gap is hard for competitors to copy.
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Deploying AI in regulated industries
A practical guide for healthcare, finance, and legal teams: how to adopt modern AI while keeping data, auditability, and accountability intact, mapped to HIPAA, SOC 2, GLBA, the NIST AI RMF, and the EU AI Act.
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Introducing Soren
Soren is an AI-native firm founded by MIT engineers. We build private, context-aware AI systems for banks, hospitals, law firms, and government teams, deployed inside the infrastructure they already control.