Regulatory developments, technology architecture notes, and compliance intelligence from the Technology Outlaws practice areas. No vendor press releases.
SPRS scores are self-reported. Most contractors know their score is lower than filed. The DIBCAC knows it too. Here is what the gap analysis process actually looks like and where most organizations find their exposure.
Request a gap review →Deloitte research puts average technology spend at 5 to 7.5 percent of annual revenue. As SaaS subscription costs compound and the agentic AI wave reshapes what software does, organizations are rediscovering hybrid infrastructure as the architecture that gives them options.
Cloud and Managed Services →Most organizations managing mobile infrastructure across multiple carriers are overpaying on three separate dimensions: plan selection, device allocation, and overage patterns. AI-driven plan optimization typically surfaces recoverable spend before the next billing cycle.
Mobility practice area →Following United States v. Heppner (S.D.N.Y., Feb. 2026), the legal industry is confronting the difference between AI that generates citations and AI that retrieves them. Marcella is the latter. Every citation exists. Every output is verifiable. The architecture makes Heppner structurally impossible.
Marcella Legal AI →