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Before
The Chaos
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6 months ago
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Scroll forever
Google Doc
v23_final_FINAL
"Where did I see that?"
Step 1
Something happens
Click to see how each action flows through the system
Step 2
Context builds
Incoming
COA_Latanoprost_Lot2026.pdf
Certificate of Analysis
Recognized:
Material:Latanoprost
Lot Number:LAT-2026-0142
Purity:99.7%
Vendor:ChemSupply Inc
Test Date:Jan 15, 2026
Auto-matched to existing records
Purchase Order
PO-2026-0847
Incoming Lot
RCV-2026-0312
Vendor
ChemSupply Inc.
All linked automatically
Step 3
Everything connects
One canonical record. Every relationship visible.
Material
Latanoprost API
Canonical Record
Lots12
Batches31
COAs24
Avg Purity99.6%
Discovery Feed
LatanoprostLOT-2026-0142
COACOA_Latanoprost_Lot2026
99.7% purity • Approved
Just now
POPO-2026-0847
Received Jan 15
2 days ago
BatchBAT-2026-018
Assigned to production
Pending
All related to file is uploaded
1
Canonical record per entity
No duplicates. Ever.
∞
Relationships per record
Tag anything to anything.
0
Manual linking required
AI handles connections.
Step 4
Sync everything else
Gmail
2,847emails
Auto-linked
QuickBooks
156invoices
Auto-linked
Google Drive
423files
Auto-linked
Slack
∞messages
Auto-linked
Real-time sync
Step 5
Same record. Different lens.
Material Lot
LOT-2026-0142
Active
Latanoprost
Material
99.7%
Purity
Released
Status
Sarah
QA Manager
Quality View
Purity99.7%
Spec≥99.5%
Deviations0
AI Insight
Exceeds spec by 0.2%. Approved for production use.
Ana
Production
Planning View
Available500g
Reserved200g
ExpiryDec 2027
AI Insight
Lot assigned to BAT-2026-018. Ready to use.
Mike
Procurement
Cost View
Unit Cost$1,240/g
PO MatchVerified
InvoicePending
AI Insight
COA matches PO specs. Ready for 3-way match.
One material lot. Three roles. Complete context for each.
Step 6
Ask anything
Show me all COAs from ChemSupply this month
Ask
Searching across all connected records...
4 COAs received from ChemSupply in January:
Latanoprost Lot 0142
Jan 15
99.7%
Acetone Lot 0891
Jan 10
99.8%
Ethanol Lot 0445
Jan 8
99.9%
All within spec. Zero deviations this month.
Related to: file is uploaded
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