Meet Ali. It proposes. You decide.
Ali is an agent you talk to — ask it questions about your own data, have it generate reports and COAs, or hand it work to propose. And six assistive agents watch your lab around the clock: holding times, anomalous results, unreported COAs, out-of-spec gaps, calibrations, unassigned work. Nothing changes a record until a person accepts it, and anything regulated takes your e-signature.
AI a QA manager can sign off on.
Read-only by construction
Agents have no write capability at the architecture level. They emit proposals; only a person can turn a proposal into a change.
E-signature on regulated records
Accepting a proposal that touches a regulated record requires your password — the same e-signature as a manual verification.
Your data stays yours
Lab data is only looked up if your organization enables AI data access, and conversations are never used to train AI models.
Everything audited
Every applied action lands in the append-only audit trail with who approved it, when, and what changed.
Six agents, each with one job.
Each agent runs on a schedule over your own data, can be tuned or turned off per lab, and files its findings as proposals in a single review queue.
Holding-Time Sentinel
Flags samples approaching or past their maximum holding time, before results become unreportable.
Result Anomaly Sentinel
Flags a newly-entered result that is statistically anomalous against its own recent history.
Report Readiness Agent
Finds samples where every test is verified but no COA has been drafted — finished work that isn't billed yet.
CAPA Drafter
Drafts a CAPA investigation for each out-of-spec result that has no investigation open.
Calibration Watch
Flags in-service instruments approaching or past their calibration-due date.
Assignment Router
Suggests a qualified analyst for entered-but-unassigned tests, so nothing sits unowned.
Ask your lab anything.
- Answers with citations — it digs into your samples, results, SOPs and notebooks, and shows numbered sources for every claim.
- "Why is this sample stuck?" — it re-runs the real release gates (QC batches, approvals, OOS investigations, holding times) and reports exactly what's blocking.
- Reports on request — "give me a QC out-of-spec summary for this month" comes back as a polished, downloadable report built from your live data.
- Actions with a preview — create samples, enter results, generate COAs. Every action shows a before/after diff with Approve / Discard; nothing applies until you approve.
- Form parser — photograph a hand-written chain-of-custody form and get structured client, CoC and sample records to confirm.
"Block release when a QC batch fails."
Describe a change the way you'd say it out loud. Config Studio drafts it as a concrete before/after preview — new tests, release gates, approval steps, alerts — and nothing lands until an admin approves it. A compliance scanner flags any change that would weaken a regulated control and demands a typed reason before it can proceed.
- Lab-type blueprints: water, wastewater, botanical, food & micro, stability, raw-material QC
- Guided go-live path with a readiness checklist verified against live data
- Full version history — every configuration change is recorded and reversible
See problems before they're late.
Statistical forecasts computed from your own history — every widget carries an explicit confidence level based on how much data stands behind it.
Turnaround forecast
Predicted completion dates and the samples at risk of running late.
OOS risk scoring
Tests ranked by historical out-of-spec failure rate.
Control-chart anomalies
3-sigma control charts flagging analytes out of statistical control.
Demand forecast
Projected sample intake for the next four weeks.
Holding-time risk
In-progress analyses ranked by time left on the clock.
Workload & bottlenecks
Projected days for each analyst to clear their backlog.
Ali ships with every trial.
Turn agents on, ask the assistant a hard question, and watch the proposal queue fill up — your reviewers stay in charge the whole time.
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