An applied AI lab.
We help teams secure the websites and apps they've already shipped — and build the AI systems behind them.
From securing AI features to shipping ML and automation — across the stack.
Rigorous, tested, documented work — security findings come with fixes, not just reports.
A focused lab, direct communication, no bureaucracy. We move fast and stay technical.
Full IP transfer on delivery. No lock-in, no proprietary platforms, no black boxes.
Full IP transfer. No lock-in. No surprises.
We audit and harden the products teams ship — and stress-test their LLM and AI features for prompt injection, data leakage, and abuse before attackers find the gaps.
Audits & Hardening
Code, dependency, auth, and data-exposure review — with fixes, not just findings.
AI App Red-Teaming
Prompt injection, jailbreaks, and data-leakage testing against real AI features.
Integration, automation, and ML — chatbots, RAG, agents, autonomous data pipelines, and models that detect anomalies and forecast outcomes. Systems that find patterns humans miss and run themselves.
Machine Learning & Prediction
Anomaly detection and forecasting — models that ship to production.
Automation & Data Pipelines
Collection, transformation, and delivery — systems that run without manual steps.
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Guides, insights, and pricing breakdowns
AI application security is the engineering discipline of defending LLM and agent apps at the application layer. Here is the framework-grounded map of what goes wrong, mapped to the OWASP Top 10 for LLMs, NIST, and MITRE ATLAS, and the defenses that actually contain the damage.
The technical decisions, architecture trade-offs, and hard lessons behind building a real terminal emulator with AI agent deployment on iOS, from SSH tunnels to VT100 rendering.
A perfect Lighthouse SEO score is hygiene, not an edge. The real shift in 2026 is making a site readable and actionable by AI agents. Here is exactly how we did it on elmlabs.dev: llms.txt, agent.json, OpenAPI, and an AI crawler allowlist.
Tell us what you're building.
We reply by email. No surprises.