{total} result{total !== 1 ? 's' : ''} for “{query}”
{total === 0 ? (
No matches
Try an asset ID, certificate number, customer or document code.
) : groups.map((g) => (
{g.label}
{g.items.length}
{g.items.slice(0, 6).map((it, i) => (
{it.id}{it.sub}
))}
))}
);
}
/* ---------------- AI Compliance & Calibration Intelligence -------- */
const AI_QA = [
{ q: 'What does ISO 17025 require for measurement uncertainty?', a: 'A documented uncertainty budget per method/range with combined and expanded uncertainty (k-factor), attached to results and stated on certificates where relevant. Your lab implements this via the Measurement Uncertainty Procedure and per-method budgets.', cites: ['ISO 17025 §7.6', 'ADAM-QSP-L2-P-019'] },
{ q: 'Can an expired calibration gas be used?', a: 'No. An expired calibration gas invalidates the result. The system hard-blocks expired or below-minimum-pressure cylinders from worksheet selection, enforcing equipment validity at the point of work.', cites: ['ISO 17025 §6.4', 'ADAM-TECH-L3-P-009'] },
{ q: 'Who can approve and sign a certificate?', a: 'Only an authorized signatory with valid competency for the method and scope, who did not execute the worksheet (segregation of duties). Approval is a deliberate, re-authenticated e-sign action.', cites: ['ISO 17025 §7.7 / 7.8', 'ADAM-QSP-L2-P-009'] },
{ q: 'What happens on an unsatisfactory proficiency-test result?', a: 'An NCR opens automatically and a CAPA is tracked to closure. AI flags likely correlated causes (e.g. reference-cylinder bias) for the Technical Manager to confirm.', cites: ['ISO 17025 §7.7', 'ADAM-QSP-L2-P-005'] },
];
function AIModule({ onNav }) {
const DB = window.DB;
const [tab, setTab] = useState('overview');
const tabs = [['overview', 'Overview'], ['assistant', 'Standards assistant'], ['docsearch', 'Document search'], ['predict', 'Predictions & drift'], ['log', 'AI decision log']];
return (
);
}
function AIAssistantChat() {
const [msgs, setMsgs] = useState([{ role: 'ai', text: 'Hello — I can answer questions about ISO/IEC 17025 and ISO 9001, citing your own controlled documents. Everything I say is advisory. Try a question below.' }]);
const [input, setInput] = useState('');
const endRef = useRef(null);
const ask = (text) => {
if (!text.trim()) return;
const found = AI_QA.find((x) => x.q.toLowerCase() === text.toLowerCase()) || AI_QA.find((x) => text.toLowerCase().split(' ').some((w) => w.length > 3 && x.q.toLowerCase().includes(w)));
const ans = found || { a: 'I can help with measurement uncertainty, calibration gas validity, signatory rules, proficiency testing, document control and competency. I cite your controlled documents and never create records on my own.', cites: ['ADAM-QMS-L1-M-01'] };
setMsgs((m) => [...m, { role: 'user', text }, { role: 'ai', text: ans.a, cites: ans.cites }]);
setInput('');
setTimeout(() => endRef.current && endRef.current.scrollIntoView({ block: 'nearest' }), 50);
};
return (
Standards Assistant
Advisory · cites SOPs
{msgs.map((m, i) => (
{m.text}
{m.cites &&
{m.cites.map((c) => {c})}
}
))}
setInput(e.target.value)} onKeyDown={(e) => e.key === 'Enter' && ask(input)} placeholder="Ask about a clause, method, or finding…" /> ask(input)}>Ask