AI smoke study validation
Secure video ingestion, frame-level airflow analysis, anomaly detection, and audit-oriented evidence packages.
Pharma delivery signals
- 1Primary cleanroom validation case study
- 96%Faster incident response claimed in smoke-study narrative
- 2 wkSprint cadence
- 100+Enterprise projects overall
Validation-adjacent software for pharmaceutical manufacturers
Pharmaceutical manufacturing runs on cleanrooms, validation cycles, and audit readiness. Traditional smoke study review still leans on manual video observation — slow, subjective, and hard to scale across facilities.
iQud’s primary pharma manufacturing case study is an AI-powered smoke study validation platform: computer vision and cloud-native pipelines that turn smoke study video into airflow analysis, anomaly detection, dashboards, and audit-oriented evidence. Adjacent to that, SafeMed Mobile shows how we digitize adverse-event reporting for patient safety when the engagement is pharmacy or care-facing. We do not claim FDA approvals or certifications we have not earned on a project.
How we approach pharma and life-sciences products
We build software that supports validation and safety operations. Regulatory ownership stays with your quality and compliance teams.
Validation ops dashboards
Visibility into study status, alerts, and evidence so quality teams are not hunting folders.
Computer vision for cleanroom workflows
Vision models where video evidence is the source of truth — tuned with your domain owners.
Adjacent patient-safety capture
Mobile adverse-event reporting (SafeMed) when the engagement is pharmacy or care-facing — clearly adjacent, not a cleanroom claim.
Pharma & life-sciences work you can open today
Primary cleanroom validation work first; SafeMed is adjacent patient-safety software, not a manufacturing claim.
Pharma ops challenges we address with evidence
Grounded in our smoke-study and adjacent safety work — not a generic GMP brochure.
Manual smoke study video review
Validation teams burn hours watching footage; interpretation varies by observer and reporting lags.
Inconsistent airflow interpretation
Short-duration disruptions are easy to miss; evidence stays fragmented when audits arrive.
Slow validation cycles across sites
Multi-facility manufacturers struggle to scale subjective review without ballooning headcount.
Safety signals captured too late
Adverse events reported after the fact — paper or delayed forms — weaken patient-safety response.
How we deliver pharma validation software
A careful path from validation pain to a production platform your quality owners can run.
Discover
Validation workflow discovery
Map smoke study or safety capture steps, evidence needs, and where AI reduces review time without hiding decisions.
Architect
Architecture & data boundaries
Define secure ingestion, access control, audit logs, and hosting — aligned with your compliance owners, without overclaiming certifications.
Build
Build in two-week sprints
Ship usable increments: video pipelines, analysis endpoints, dashboards, or mobile capture with automated tests.
Pilot
Quality pilot & hardening
Validate with QA/validation users, tune models and thresholds, and harden observability before multi-facility rollout.
Operate
Operate & improve
Monitor analysis accuracy, incident response, and evidence completeness; plan backlog with your quality leads.
Why pharma teams work with iQud
Selective engagements — about 10 clients per quarter — so validation products get senior engineers, not a crowded roster.
No invented regulatory claims
We do not claim FDA approvals, GMP certifications, or audit outcomes we have not earned. Software supports your quality process; it does not replace it.
Evidence-first validation tooling
Smoke study work is built around video ingestion, analysis, and audit-oriented artifacts quality teams can review.
Sprint discipline for regulated environments
Two-week increments with automated tests and CI — releases stay reviewable when change control is strict.
Global delivery for multi-facility plants
Validation and ops software for manufacturers that need multi-site rollout — not a single-lab demo.
Services pharma teams hire us for
Cross-linked capabilities from our core service catalog.
Technologies we use in pharma builds
Fit the stack to your facilities and IT policy — we do not force a rewrite.
Outcomes pharma buyers care about
Less manual video review
Automation that shortens smoke study analysis without removing human oversight.
More consistent airflow interpretation
Repeatable model-assisted analysis that reduces observer-to-observer drift.
Stronger digital evidence
Centralized artifacts that support audit readiness your quality team owns.
Faster validation cycles
Shorter time from study capture to report when pipelines and dashboards are in place.
Multi-facility scalability
Cloud-native patterns that scale review capacity without linear headcount growth.
Adjacent safety capture when needed
Mobile adverse-event reporting for pharmacy/care workflows — scoped separately from cleanroom claims.
Pharma & life sciences FAQs
No — and we will not claim that. We build validation and ops software. Regulatory approvals, certifications, and audit outcomes belong to your organization and your quality system.
No. It automates analysis and evidence packaging so reviewers spend less time on manual video observation. Final validation decisions stay with your qualified personnel.
SafeMed is adjacent patient-safety software for adverse-event reporting. We list it honestly as related life-sciences work, not as cleanroom validation.
The smoke study platform is designed with multi-facility deployment in mind. Rollout pace depends on your IT, quality, and change-control processes.
We are headquartered in GIFT City, India, with delivery across 15 countries.
Ready to scope pharma validation software?
Tell us the workflow — smoke study review, evidence packaging, or adjacent safety capture. We will scope honestly, without inventing regulatory claims.