DenseAIArmour
Your people are already using AI assistants and agents. The vendor keys they hand those assistants tend to sit in plaintext — on the same machines you just hardened. DenseAIArmour reads the AI estate and reports where the gaps are. It assesses; it does not fix.
What it reads
The reader is read-only and deterministic: it inspects what is on the host and reports it, the same input yielding the same findings every run. It does not change a setting, and it phones home to nothing. Each finding is tied to an AISEC-* control and cross-referenced to a public framework, so a gap points at a named source instead of an opinion.
Prompt-injection exposure
Where model output becomes an action — agentic workflows, tool use, retrieved content treated as trusted — the reader reports the surface a manipulated instruction can reach. Injection is not a solved problem; what the finding measures is blast radius, not immunity.
Model-manipulation surface
Evasion and manipulation of the model itself remain open problems in the research. DenseAIArmour reports the exposure — unmediated inputs, missing human gates on irreversible actions — and names it, rather than claiming it away.
Data poisoning & provenance
Training, fine-tuning, and retrieval data are a trust boundary. The reader reports what feeds the models and whether its provenance is accounted for, so poisoned or unverified inputs are visible instead of assumed clean.
Secure-default configuration
Vendor keys in plaintext, write-capable credentials where a read-only one would do, defaults left as shipped. The reader finds the misconfigurations that turn a convenient assistant into an unguarded door.
Where the fix lives
DenseAIArmour's job ends at the honest assessment. The defenses exist — each AISEC-* control is keyed to a hardening guide that gives the secure default and the pattern to build — but the product does not apply them and does not claim to secure your AI. It tells you, accurately, where you stand today. Fixing is a separate, deliberate step you take with the finding in hand.
See where your AI estate actually stands.
DenseAIArmour is v1 and open to Early Adopters now. It reads your AI estate read-only, reports the gaps mapped to named controls and public frameworks, and hands you findings you can act on — without touching a thing on the way through.