Dhruv AI is the Fast Suite's own AI and BI module, wired into Fast Quality Software. It puts a live quality role dashboard on your inspection, rejection, calibration and APQP data, writes insight summaries for you, answers plain-English questions straight from quality history through a read-only security sandbox — and clusters thousands of defect and 8D remarks into the handful of themes that actually keep recurring, ranked by item, work centre and supplier.
Dashboards answer the questions you thought of when they were built. Dhruv AI covers both halves: a live quality role dashboard for the questions you ask every day, and a plain-English chat for the ones you've never asked before.
Dhruv AI never touches your raw quality records. Questions are answered through pre-defined analytical views, and every AI-drafted query is validated before it runs.
Everything runs on the inspection, rejection, calibration and APQP data you already capture in Fast Quality Software — no exports, no separate data warehouse project.
The plant already runs on inspections, NCRs, gauges and APQP programs. Dhruv AI puts the management layer on top: an inspector sees the pending queue and acceptance rate; a calibration owner sees gauges due; an APQP engineer sees overdue gates; a quality manager sees rejection PPM by item, work centre and supplier and open 8Ds — all reading the same live data as the inspection and NCR screens.
Reading a dozen charts before a management review is work someone always skips. One click asks Dhruv AI to summarise the dashboard in front of you into short written insights — where PPM is shifting, which item is driving reject, which APQP gate is slipping and which gauges are due against the calibration register.
Letting an AI near your quality database is a fair worry — so Dhruv AI is built to make writes impossible, not just unlikely. Your question becomes a query against pre-defined analytical views. Before it runs, the sandbox checks it: read-only statements only, whitelisted views only, no write or admin keywords, no stacked statements, comment tricks stripped. Fail any check and the query never executes — your PPAP records and 8Ds stay untouched.
Defect remarks are free text — every inspector words the same defect differently, so spreadsheets never add them up. Dhruv AI clusters similar defect, NCR and 8D remarks together and generates a readable label for each group. And because the view carries the item and work centre, each theme tells you not just what keeps happening, but where — which part and which station — so the rejection and 8D discussion starts from the real Pareto, not a hunch.
Rejection PPM, overdue APQP gates, calibration-due gauges, open 8Ds and inspection acceptance — over live inspection and NCR data.
One-click written analysis of the dashboard you're viewing — where PPM crept up, which gate is slipping, which defect is repeating — regenerated whenever the data changes.
Questions about quality history answered as data plus a written summary — no report writer, no SQL, no waiting on IT.
Free-text defect, NCR and 8D remarks clustered into recurring themes with AI-generated labels, ranked by item, work centre and supplier — the Pareto view of what keeps going wrong.
Defect themes carry the item, the defect code and whether the issue went to an 8D or a deviation — so analytics reflect the outcome, not just the symptom.
A security sandbox validates every AI-drafted query — SELECT-only, whitelisted analytical views, blocked write keywords, encrypted connection credentials.
Bring a real question from your last management review. In a 30-minute demo we'll connect Dhruv AI to sample quality data and answer it in front of you.
