Celestara · QAgentic Intelligence

The Quality Cockpit for Pharma Manufacturing.

Connect the quality data you already have — batch, deviation, and stability — into a living quality ontology, and deploy AI agents that investigate, monitor, and report continuously.

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Agents

APQR Agent
RCA Agent
SOP Gap Agent
Yield Agent
Product Risk Agent

Data Sources

MES
LIMS
QMS
ERP
Env Mon
Stability

4 intelligence events · sorted by time

Quality Ontology v2.4
08:55·OOS Investigation
Alert

Batch B-2847 — Dissolution T45 OOS confirmed

Root cause: MCC lot #L-0912 · D90 48 µm vs. spec ≤38 µm

11 batches flagged · Lot quarantine recommended · CAPA drafted

OOSCAPASupplier B
09:14·APQR Agent
Running

Annual Product Quality Review — FY 2025

Aggregating stability data — Hyderabad (4 of 6 sites)

312 batches reviewed · 2 adverse trends flagged · Report ETA 22 min

APQRStabilityMulti-site
09:28·Yield Intelligence
Assist

Line 4 yield deviation — Batch B-0847

Recommendation ready — adjust inlet air dew point: −2°C

Correlated: humidity excursion Day 3 of granulation phase

YieldAssist Mode
09:31·SOP Gap Agent
Done

SOP Gap Assessment complete — Aurobindo 483

22 SOPs assessed · 3 procedures require remediation

SOP-CV-012, SOP-DV-008, SOP-QC-031 flagged for update

SOP483Remediation

Overview

3

Active

2

Alerts

6

Sources

11

Today

Ontology

Entities2.4k
Relations18k
Signals94k

Live quality intelligence

The intelligence
is already
there.

Always Audit-Ready.

Agents continuously aggregate batch, deviation, and stability data. When inspectors arrive, the intelligence is already current — not compiled over the following three weeks.

Root Cause in Minutes.

Cross-correlate a deviation across thousands of batch records, material lots, and equipment histories — without opening a spreadsheet.

SOP Library vs. FDA Reality.

A living quality standard built from 483 observations and guidance documents measures every procedure in your library — before inspectors do.

Yield Losses Explained.

Surface precise corrections and track whether they actually change outcomes — closing the loop that manual processes never close.

QAgentic Use Cases

What Celestara does for your quality operations

AI agents operating on your quality ontology — completing the workflows your team currently does manually, continuously and with full audit trail.


Your quality data already exists — in MES, LIMS, QMS, ERP, environmental monitoring, stability systems. Celestara connects it into a living quality ontology and deploys AI agents that investigate, monitor, and report continuously. The intelligence is already there. Celestara surfaces it.