Every Record, Connected
Your FSQA data lives in a dozen systems — LIMS, email, SharePoint, spreadsheets, lab portals. Trailhead connects all of it into a single, linked record system that your team and your AI agents work from.
Book a DemoYour Data Is Everywhere. Your Insights Are Nowhere.
Test results arrive as PDFs in email. Facility records live in SharePoint. COAs are scattered across lab portals. Production logs sit in the ERP. Your team spends hours pulling data together before they can even start analyzing it.
AI makes this worse, not better — models can't reason about data they can't see, and they definitely can't connect a positive swab result to the sample point it came from, the zone it belongs to, and the corrective action it triggered.
Trailhead solves this by creating a single connected data layer. Every record links to every other record it relates to. Your team gets a clean view. Your agents get the context they need to actually help.
Before
- Data in 12+ disconnected systems
- Hours spent compiling reports manually
- No way to trace a result back to its source
- AI tools hallucinate without context
With Trailhead
- One connected record for every entity
- Reports generated in seconds by agents
- Full traceability from result to facility
- Agents reason with real, linked data
The Data Layer
See Everything. Trace Anything.
Every facility, test result, document, sample point, and corrective action lives in one place — and every record links to the records it relates to. Click a positive result and see the sample point, the zone, the facility, the corrective action, and the audit trail. All connected.
Agents use these connections to reason about your data. When you ask "what's the trend for Zone 1 across all facilities?" the agent knows exactly where to look and what context to include.
What Lives Here
Six record types that cover the full scope of your FSQA operation — from the physical layout of your facilities to the compliance obligations that govern them. Each one links to the others.
Facilities & Floor Plans
Plants, production lines, equipment, zones, and sample points. Upload floor plans and annotate them — agents overlay contamination data, create heat maps, and track trends by zone over time.
Test Results & Lab Data
Environmental swabs, pathogen results, COAs, allergen tests, and BioTag recovery data. Ingested automatically from LIMS, email, or lab portals — standardized and linked to the sample point they came from.
Documents & SOPs
SOPs, HACCP plans, sanitation procedures, regulatory submissions, and customer specs. Agents read, index, and reference your documentation during every analysis — so recommendations are always grounded in your actual policies.
Ingredients & Suppliers
Raw materials, supplier records, incoming COAs, rejection history, and rolling risk scores. Track supplier performance across your entire network — agents flag deteriorating patterns before they become incidents.
Compliance & CAPAs
Regulatory obligations, corrective actions, audit findings, retest schedules, and follow-up tasks. Each CAPA links to the result that triggered it, the facility it belongs to, and every action taken to resolve it.
Activity & Audit Trail
Every action, decision, agent interaction, and status change — logged with immutable timestamps. Complete chain of custody. Show an auditor exactly what happened, when, why, and who was involved.
Data Ingestion
Your Team Keeps Their Tools. Trailhead Connects Them.
Nobody wants another system to log into. Trailhead connects to the tools your team already uses — LIMS, email, SharePoint, lab portals, ERPs — and agents pull data in, standardize formats, and map everything to your ontology automatically.
A PDF arrives in your inbox with lab results? Agents extract the data, match it to the right lot and facility, flag any out-of-spec values, and file it — all before your team opens the email.
No manual data entry. No format conversion. No IT project.
See All 130+ IntegrationsLIMS & Lab Portals
Test results pulled and standardized automatically as they are finalized. No copy-pasting from portals.
Email & Attachments
COAs, reports, and certificates extracted from inbox attachments. Agents read the PDF, not your team.
Cloud Storage
SharePoint, Google Drive, Dropbox — documents synced, indexed, and available to agents for reference.
ERP & Production Systems
Lot records, production logs, supplier master data, and inventory levels. The operational context agents need.
Direct Upload
Drag and drop anything — agents parse the file, extract structured data, and map it to the right records.
The Foundation
Data Without Structure Is Just Noise
The data layer stores your records. The ontology gives them meaning. It defines how your facilities relate to their zones, how zones relate to sample points, how sample points relate to test results, and how results connect to corrective actions.
Together, they are what makes Trailhead's AI agents actually useful — not just fast, but contextually aware of how your organization works.
Explore the Ontology
Stop Compiling Data. Start Using It.
See how Trailhead connects your existing systems into a unified data layer — no migration, no IT project. Your team can be live in weeks.
Book a Demo