Comprehensive, Defensible Investigations for High-Stakes Manufacturing

Quality teams waste weeks piecing together evidence and still produce investigations that fall apart under scrutiny. Lattice ensures every investigation is systematic, traceable, and defensible—even when you're under pressure.

Systematic workflow. Full traceability. Audit-ready documentation.

Quality teams in medical devices, pharma, semiconductors, electronics, and advanced mobility use Lattice to produce rigorous RCA investigations faster, without cutting corners.

From defect to defensible report.
Here's what Day 1 looks like.

No integration project. No six-week rollout. Your team runs a real investigation in your first session.

SLK
#ncmr-escalationscoped
QMS
CAPA-2026-004 attachmentsscoped
IMG
sem_micrograph_03.pngupload
API
eDHR event — Cleanroom 4 holdwebhook

Connect your evidence

Grant scoped permissions to your QMS and communication tools. Lattice agentically traverses issue history, syncs attachments, and monitors labels to auto-ingest evidence. No manual data entry.

SlackJiraWebhooksEmailFile uploadSQL
Gate Oxide Breakdown Voltage Shift
Systematic V_BD Degradation (NMOS)
Thermal Non-Uniformity in RTP...
Lamp Zone 1 (Center) Aging/Failure
Conductor Chat
PLAN
Conductor thinking...
CURRENT HYPOTHESIS
POTENTIAL CAUSES
KEY EVIDENCE

Conductor investigates

AI reconstructs your timeline, generates fault trees, and systematically tests hypotheses.

Fault treesTimelinesCausal analysis
NMOS Thin-Oxide Gate Breakdown Voltage Shift
Export
ReportInvestigation
TIME SAVED
9h 48m hours
FINANCIAL IMPACT
$100,000
Root Cause Findings
Corrective & Preventive Actions

Export a complete report

Every hypothesis tested, every piece of evidence linked, full root cause justification. A report you'd be comfortable handing to your auditor or your customer.

Full traceabilityCAPA linkagePDF / DOCX
Built with 20+ years of quality expertise by engineers from MITJohns HopkinsGoogle XNorthrop Grumman
Supported by NVIDIA Inception ProgramAutodesk Research ResidencyPlug and Play
/ Use cases

Lattice handles the work from first signal to final deliverable.

Autostart

Investigations that start before you do

Connect Lattice to signals and trigger cases automatically. It aggregates lot data, reconstructs timelines, and drafts initial hypotheses.

  • Trigger-based case initiation
  • Automated evidence collection
  • Centralized triage review queue
Autonomous Investigations
Inbox
Running
Needs attention
Lot 992A Hypotube Fracture
Running
Initiated from Jira • 12m ago
Cleanroom 4 Temp Drift
Needs attention
Initiated from File upload • 1h ago
Supplier Batch Deviation
Running
Initiated from Webhook • 2h ago
Yield Drop - Site 02
Running
Initiated from Jira • 3h ago
Material CoA Mismatch
Needs attention
Initiated from Webhook • 5h ago
Reports, 8Ds, CAPAs, Fishbones

Automated documentation and reports

Generate technical documentation directly from investigation data. Output standard industry formats with full traceability to source evidence.

  • One-click 8D and CAPA export
  • Bidirectional data traceability
  • Audit-ready, attributed logs
Timeline Summary

Automated timeline reconstruction

Synthesize events from disparate systems into a structured sequence. Provide automated summaries for rapid team onboarding.

  • Multi-system event correlation
  • Summary and deep-dive views
  • Batch-specific sub-timelines
Conductor

AI investigation copilot

Integrated tools for evidence retrieval, SQL queries, and image analysis. Identify logic gaps and adversarial weaknesses.

  • SQL and image analysis tools
  • Adversarial logic review
  • Automated task drafting
Living FMEA

Data-driven FMEA updates

Propose targeted FMEA revisions based on investigation findings. Identify new failure modes and severity shifts.

  • Real-time library cross-referencing
  • Proposed updates via inline diffs
  • Versioned change history
FMEA Library Update
Doc: Catheter Assembly v4.2
Approve All
Failure Mode
Potential Effect
SEV
RPN
Status
HypotubeHypotube Fracture
Patient Injury
89
128144
Update
Tip Split
Vessel TraumaArterial Trauma
47
64112
Update
Coating Delam
Particulate Risk
8
160
New
Seal Breach
Fluid Leakage
56
7590
Update
Lattice Root Cause

Multi-factor causal topology

Model failures as interconnected probabilistic dependencies rather than linear chains. Map physical and procedural factors.

  • Non-linear causal modeling
  • Probabilistic dependency mapping
  • Regulatory-grade documentation
Platform Capabilities

And much more

The rest of what Lattice does to streamline investigation workflows and detect systemic risk.

  • Living process maps — Proposed updates with inline diffs learned from each investigation.
  • Pattern detection — Recurring failures flagged across lots, lines, and sites.
  • Multimodal analysis — Native processing of defect photos, micrographs, and line footage.
  • Data requests — Automated evidence collection from suppliers and operators.

Produce Investigations That Hold Up Under Scrutiny

Lattice helps quality teams produce comprehensive, defensible investigations. Faster than manual methods and more rigorous than ad-hoc processes.