Proven in Mission-Critical Production
Real-world case studies detailing how Adept eliminated hallucinations, blocked prompt injections, and enforced mathematical invariants in high-stakes environments.
Mission-Critical Intervention Trajectory
Traverse how Adept injects mathematical determinism across heterogeneous stacks—from regulated healthcare LLMs to sub-5ms aerospace edge TPUs.
Sub-Millisecond Hallucination Gating and Automated Validation for Clinical Oncology Diagnostic LLM
The client deployed a foundation multimodal model to synthesize radiologic images, genomic biomarkers, and oncological clinical histories into structured diagnostic briefs.
Constructed a synthetic multimodal test suite of 45,000 clinically validated oncology vignettes spanning 11 thoracic staging permutations.
Deterministic State-Space Verification and Tool-Calling Boundary Enforcement for Autonomous Settlement Agents
The client engineered an autonomous agent mesh capable of dynamically negotiating FX rates, verifying liquidity pools, and triggering atomic smart contracts.
Architected a formal finite-state machine (FSM) wrapper around agent tool-calling interfaces, mathematically guaranteeing that unverified state transitions cannot execute.
Zero-Trust Edge Inference Hardening and Adversarial Sensor Red-Teaming in Precision Assembly Lines
Automated robotic arms relied on edge neural networks to inspect micron-tolerance titanium turbine assemblies at 120 parts per minute.
Conducted exhaustive adversarial red-teaming across the visual and sensor telemetry spectrum, uncovering 19 critical failure modes in edge classification.
Full-Spectrum QA Modernization and Real-Time Prompt Injection Defense for Enterprise Knowledge Automation
The client’s Retrieval-Augmented Generation (RAG) system allowed internal corporate documents to be indexed and queried across confidential enterprise tiers.
Deployed Adept Kawas real-time RAG boundary firewall to sanitize documents at indexing time and intercept indirect prompt payloads.
Detailed Architectural Evaluations
Sub-Millisecond Hallucination Gating and Automated Validation for Clinical Oncology Diagnostic LLM
A fast-growing computational pathology firm integrated multimodal LLMs to assist radiologists in staging complex thoracic tumors. Prior to Adept engagement, probabilistic variance in model inference posed non-deterministic clinical risks that blocked FDA premarket notification (510(k)). Adept deployed the Mayar test harness and engineered deterministic hallucination boundary gates.
Deterministic State-Space Verification and Tool-Calling Boundary Enforcement for Autonomous Settlement Agents
A tier-1 institutional escrow platform deployed autonomous multi-agent systems to orchestrate cross-border liquidity settlements. Adept was brought in to eliminate race conditions, prevent malicious parameter injection during tool invocation, and enforce formal invariant guarantees across high-value ledger operations.
Zero-Trust Edge Inference Hardening and Adversarial Sensor Red-Teaming in Precision Assembly Lines
A precision aerospace manufacturer operating high-speed robotic assembly cells experienced intermittent edge-inference classification anomalies caused by environmental lighting changes and adversarial visual noise. Adept conducted comprehensive red-teaming and engineered a zero-trust edge validation pipeline.
Full-Spectrum QA Modernization and Real-Time Prompt Injection Defense for Enterprise Knowledge Automation
A global enterprise SaaS provider serving 200,000 corporate users with an AI-powered knowledge platform faced increasing customer escalations around prompt injection vulnerabilities and non-deterministic search quality. Adept performed a comprehensive three-pillar transformation.