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Ingesting events
Industries  ·  Life Sciences & Laboratory Services
IND / 04

Lab operations, traceable from sample to report.

Connect instrument, laboratory information management system (LIMS), and quality management system (QMS) events to coordinate sample workflows and review tasks. Maintain links between recorded activities and supporting evidence so laboratory and quality teams can assess progress and exceptions.

Instrument output
LIMS events
QC checks
Inventory
What we connect

Every lab system, one event stream

Xect AI
Business Operators Hub
LIMS
ELN
Instruments
Inventory
QMS
Regulatory
LIMS
ELN
Instruments
Inventory
QMS
Regulatory
JSON → Avro auto-mappingSchema Registry versioningMCP catalog & connectors
In practice

Where Xect AI goes to work

Sample01 / 05

Chain-of-custody tracked end to end

Trigger
Sample in
Agent
Track lifecycle
Outcome
Logged
Full traceabilityFlows
Quality02 / 05

Out-of-spec result triaged automatically

Trigger
OOS result
Agent
Route to QC
Outcome
Routed to QC
Faster QC cycleAgents
Reporting03 / 05

Report generated & checked on completion

Trigger
QC passed
Agent
Generate
Outcome
Pending review
Report on completionBuild-once
Compliance04 / 05

Tracked activity recorded for regulatory audit

Trigger
Action
Agent
Trace
Outcome
Audit trail
Documented recordsGovernance

Have a Life Sciences & Laboratory Services workflow in mind?

Bring your systems and a real process — we’ll show Xect AI running it on live data.

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Outcomes

What changes for lab teams

Instrument and LIMS events captured as typed events, sample lifecycles automated, and documented record controls that cover the tracked steps.

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Captured, sample to report
Instrument and LIMS events are captured as typed, versioned events.
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Deterministic re-runs
Verified scripts drive LIMS and reporting steps with zero LLM calls.
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Less manual sample admin
Sample tracking, QC routing and report generation run as flows.
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In the lab, the result is only as trustworthy as its trail. Xect AI makes the trail a by-product of doing the work.
Laboratory & Quality Operations LIMS, ELN, instruments & QMS
Multi-tenant by defaultEvery tool call re-checks user, org & roleMLFlow tracing on every agent runJSON→Avro · Schema Registry versioned
Industries

Explore by sector

See Xect AI for life sciences

Book a 30-minute demo and see Xect AI working on life sciences & laboratory services systems and events in your environment. Validate any workflow against your own procedures before use in regulated production.