Judica Systems designs adversarial software for law, markets, and behavioral privacy. Our systems don’t guess — they hold up under pressure.
We build internal systems when the problem is too complex, uncomfortable, or commercially awkward for standard solutions. When the work is right, we build directly for clients.
Deterministic reasoning systems designed to operate under legal, regulatory, and adversarial constraints.
Client-side systems that reduce analytical legibility without blocking, breaking UX, or triggering detection.
Regime detection, anomaly modeling, and rule-consistent extraction of defensible signals from noisy public data.
Structured legal reasoning with machine-enforced constraints. Designed to eliminate hallucination and doctrinal drift in high-stakes legal work.
Browser-layer inference reduction. Reduces behavioral legibility without blocking content or degrading performance.
Identifies systemic appraisal overvaluation using the authority’s own rules. Converts public data into defensible, legally actionable protest filings.
Market regime detection and latent anomaly modeling. Built to surface narrative breaks and non-random behavior in financial systems.
We take on bespoke engagements when:
If you need something conventional, we’re not a fit. If you need something that holds up under scrutiny, we might be.
For access, licensing discussions, or exploratory conversations.
Contact Judica SystemsJudica Systems began by building reliable decision-support tools for domains where mistakes are expensive and explanations matter. That work forced us down a narrow path toward viable solutions that conventional approaches could not produce.
So we went to the limits of applied mathematics - designing probabilistic models, constrained inference pipelines, and retrieval systems that refused to hallucinate simply because a response was expected. There is no off-the-shelf solution in this category, so we built what was required and kept going.
Today, our work spans:
None of this was built to be flashy. Most of it exists because simpler systems failed quietly, and we don't tolerate that behavior.
Some of what we build becomes a product we sell. Some of it becomes infrastructure for other products. All of it is based in truth and judgment.