Getting Started with AI
We can help your business take it's first steps with AI demonstrating real-world applications, benefits and how to realise it's potential.
Use-case discoveryFirst StepsTraining
Adopt AI. Secure AI. Trust every decision.
Neural Industries is an AI consultancy and security firm. We help organizations put AI to work and defend it against the risks that come with it. Design, strategy and secure delivery to red-teaming, governance, and compliance.
Fluent across every major model provider
OpenAI•Anthropic•Google•Microsoft•Moonshot AI•Meta•Hugging Face•xAI•Mistral•Thinking Machines•NVIDIA•DeepSeek•
OpenAI•Anthropic•Google•Microsoft•Moonshot AI•Meta•Hugging Face•xAI•Mistral•Thinking Machines•NVIDIA•DeepSeek•
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AI engagements delivered
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Vulnerabilities found & fixed
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Incident-response SLA
Our Services
From the basics to boardroom strategy and red-team resilience. We support your AI journey.
Many Scenarios, one partner. We help you capture the upside of AI and close the risks it introduces across the full lifecycle, from first use case to production defense.
Governance & Compliance
Policy, risk frameworks, and audit-ready controls mapped to the EU AI Act, ISO 42001, and the NIST AI RMF. We turn regulation into a competitive edge rather than a blocker.
EU AI ActISO 42001NIST AI RMF
AI Strategy & Advisory
High-ROI use cases, a clear roadmap, and the operating model to deliver them — executives and engineers aligned.
RoadmappingROI modelling
Secure Implementation
Build and ship production AI with security designed in from day one.
LLM appsMLOps
Threat Monitoring & Response
Continuous watch over your AI attack surface, with rapid incident response the moment something moves. Threat intelligence tuned to how AI systems actually get breached.
MonitoringIncident responseThreat intel
AI Red Teaming
Adversarial testing of your models and agents before attackers get there.
Pen-testingJailbreaks
AI Security · OWASP LLM Top 10 (2026)
We help you defend against every risk in the OWASP LLM Top 10.
The OWASP Top 10 for LLM Applications is the industry benchmark for AI risk. The 2026 edition re-ranks the list against a corpus of 7,714 real-world incidents. We assess, red-team, and remediate your systems against all ten — then give you the evidence to prove it.
LLM01
Prompt Injection
Crafted input — typed, retrieved, tool-returned, or hidden in an image or audio track — bends model behavior toward the attacker, now across multimodal and agentic surfaces.
We test & hardenLLM02
Sensitive Information Disclosure
Confidential or regulated data leaks through answers, reasoning traces, tool arguments, embeddings, and side channels, with real legal consequence.
We test & hardenLLM03
Excessive Agency
Too much functionality, permission, or autonomy turns a manipulated model output into a damaging real-world action, the list's biggest 2026 climber.
We test & hardenLLM04
Supply Chain
Tampered or unsigned models, adapters, datasets, and conversion pipelines let backdoored artifacts slip into production undetected.
We test & hardenLLM05
Data and Model Poisoning
Corrupted training, fine-tuning, embedding, or RAG data embeds bias and backdoors that survive standard evaluation as sleeper triggers.
We test & hardenLLM06
Unbounded Consumption
Uncontrolled inference enables denial of service, denial of wallet, and model theft through cost-asymmetric abuse of compute and tokens.
We test & hardenLLM07
Misinformation
Confident but wrong output is trusted and acted on, driving a bad decision, a wrong tool call, or an unsafe automated action.
We test & hardenLLM08
Hidden Context Exposure
System prompts, policy logic, and tool schemas are extracted or reconstructed, handing attackers the internals to bypass your controls.
We test & hardenLLM09
Vector and Embedding Weaknesses
Embedding geometry and similarity search become an attack surface: cross-tenant leakage, inversion, poisoning, and retrieval jamming in RAG.
We test & hardenLLM10
Improper Output Handling
Unvalidated model output passed downstream enables XSS, SQL injection, SSRF, and remote code execution across browser, backend, and terminal sinks.
We test & harden
Aligned to the OWASP Top 10 for LLM Applications.
Insights
Field notes from the AI frontier.
AI Security
The Top 10 LLM Security Risks in 2026
A practical breakdown of the attack surface every AI deployment now faces — and the controls that actually close it.
Governance
Getting Ready for the EU AI Act
What operators of high-risk AI systems need in place before enforcement — a pragmatic, no-jargon checklist.
Strategy
Beyond the Pilot: Scaling AI That Pays Off
Why most AI pilots stall before production, and the operating model that turns them into measurable value.
Certification
ISO 42001: Certifying Trustworthy AI
Inside the world's first AI management system standard — the clauses, the 38 controls, and how certification works.
Public Sector
AI in UK Local Government, in Practice
Referenced case studies from councils that have deployed AI — Barnsley, Swindon, Salford, Oldham and more — and the governance behind it.
Charity Sector
How UK Charities Are Using AI to Work More Efficiently
79% of charities now use AI. Only 3% of trustees know it. The adoption data, the case studies with real numbers, and the governance gap.
Our Approach
Security and value, never a trade-off.
We believe responsible AI is better AI. Our work is grounded in independence, rigour, and a bias toward outcomes you can measure.
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Independent by design
We're vendor-neutral. Our only agenda is what's demonstrably right for your organization — not a platform we're paid to resell.
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Adversarial mindset
We stress-test everything. If there's a way to break it, we'll find it before an attacker does — and hand you the fix.
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Business outcomes first
Security and strategy in service of measurable value — never compliance theatre or box-ticking.
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Knowledge transfer
We leave your team stronger — with the skills, playbooks, and controls to carry the work forward without us.
Put AI to work — safely.
Book a no-obligation consultation or request an AI security assessment. We'll map your fastest path to secure, valuable AI.