Pharmaceutical-grade language model · GxP validated

Your entire safety database,
answering back.

Catalyst reads adverse event reports, cross-references drug interaction databases, and answers medical affairs queries in seconds — with cited sources and full audit trails.

catalyst-query — pharmacovigilance workspace
LIVE
MSL
Ask about adverse events, drug interactions, PSUR data...

< 4s

Avg. query response

99.2%

ICSR compliance score

14K+

ICSRs processed / pilot

Industry Benchmark · Feb 2026

Why teams switch
to Catalyst.

Capability
Catalyst AI
Manual Review
Legacy NLP Tool(Argus / Veeva Vault)

Query Response Time

Time from question input to cited answer

3.8 seconds
2–4 hours
12–18 minutes

Citation Accuracy

Source document references verified correct

99.1%
91.4%
87.2%

Regulatory Template Coverage

ICH E2B(R3), PBRER, DSUR, CIOMS I–VIII

Full coverage
Partial — manual formatting
PBRER only

ICSR Processing Volume

Cases processed per 24-hour period

6,000+ ICSRs
80–120 ICSRs
400–600 ICSRs

GxP Audit Trail

Immutable query log with user attribution

Automated, 21 CFR Pt 11
Manual — inconsistent
Partial — export only

Drug Interaction Cross-Reference

Live cross-reference against interaction databases

Real-time, 5 DBs
Manual lookup
Not available

Signal Detection (EBGM)

Automated disproportionality analysis

Integrated
Separate tool required
Not available

* Benchmark data based on independent validation study, n=4 mid-size pharmaceutical companies, Q4 2025. Full methodology available on request.

Case Study · Oncology Safety Database

14,204 ICSRs.
72 hours. 99.2% compliant.

A mid-size oncology company processed their entire annual ICSR backlog over a single weekend — without adding headcount, without extending deadlines.

Processing timelineT+72h / 72h

ICSRs Processed

0

of 14,204 total

Compliance Score

99.2%

ICH E2B(R3) standard

ACTIVE · QC complete

Final compliance check passed — ready for regulatory submission

340+

FTE hours saved

98.3%

MedDRA match rate

Yes

Submission ready

Regulatory Trust

Built for regulated environments.
Auditable by design.

Catalyst was purpose-built for pharmaceutical compliance — every query logged, every source cited, every output traceable to its regulatory basis.

🔐

SOC 2 Type II

Security & Availability

Annual audit by Deloitte

🏥

HIPAA Compliant

PHI Data Handling

BAA available on request

📋

21 CFR Part 11

Electronic Records

FDA-compliant audit trails

⚗️

ICH E6(R3)

GCP Guidelines

GCP-aligned data handling

🛡️

ISO 27001

Information Security

Certified infrastructure

🔏

GDPR Article 25

Privacy by Design

EU data residency options

"

Catalyst demonstrated 99.1% citation accuracy across 2,400 randomly sampled PSUR queries, outperforming manual review (91.4%) and the leading NLP comparator (87.2%). Query response latency averaged 3.8 seconds. GxP audit trail completeness was rated "fully compliant" with 21 CFR Part 11 requirements.

PTC

PharmaTech Consulting Group

Independent Validation Study, Q4 2025

Ref: PTC-VAL-2025-0441

Citation accuracy

99.1%

+7.7% vs manual

Avg. response time

3.8s

50× faster than manual

Audit completeness

100%

21 CFR Part 11

MSL

Medical Science Liaison

Answer HCP questions at congress in real time — with cited literature, not memory.

HCP query answered in < 5s
PVA

Pharmacovigilance Analyst

Clear ICSR backlogs before submission deadlines without weekend overtime.

6,000+ ICSRs processed / day
RAM

Regulatory Affairs Manager

Receive a compliant first draft before the senior reviewer opens the document.

PBRER draft in < 2 hours
Pilot Program · No commitment required

Run a pilot on
your actual data.

We configure Catalyst against your ICSR database, PSUR archive, and regulatory templates. You run queries. You see results. No migration, no long-term commitment — just answers.

Configured to your therapeutic area and MedDRA version

Connected to your existing E2B(R3) data source

Full GxP audit trail from day one

2-week pilot with dedicated PV specialist support

Not ready to pilot yet?

Download the full benchmark methodology and validation study.

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Your Context
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Your Contact
< 500500–2K2K–5K5K–15K15K+