SFTWTRS.AI
ENTERPRISE AI · WTRDB USE CASES
WTRDB USE CASES
2026 THEME · KNOWLEDGE GRAPHSWherever things are connected, a graph helps.
EXPECTED IMPACT FOR EACH USE CASETypical ranges from comparable deployments; results vary by site
MANUFACTURING
Traceability and part genealogy
Coil to part to machine to operator to VIN
80 to 90% faster recall trace, minutes not days
SUPPLY CHAIN
Supplier network and risk
Every tier and site mapped to show weak links
20 to 30% earlier detection of supply risks
OPERATIONS
Logistics and warehouse reconciliation
Stock, movements and documents connected
50% or more faster reconciliation cycles
ASSETS
Asset and maintenance graph
Hierarchies, failure modes, spares and history
10 to 20% lower maintenance cost
ENGINEERING
Product, CAD and BOM graph
Parts, variants, drawings and changes linked
30 to 50% faster engineering change impact checks
COMPLIANCE
Data protection map
Personal data traced for DPDP, with Wtr.Aegis
60 to 80% faster data principal rights requests
SECURITY
Security and AI asset graph
Identities, models and data flows in one map
80 to 90% of shadow AI found in one scan cycle
CONTROLS
Unified control library
One control mapped to ISO, SOC 2, PCI and DPDP
40 to 60% less audit effort across frameworks
KNOWLEDGE
Enterprise knowledge base for AI
Policies and manuals turned into cited answers
40 to 60% less time finding information
PROFESSIONAL SERVICES
Projects, people and skills
Skills, people and projects matched
20 to 30% faster staffing of new projects
COMMERCIAL
Customer and market intelligence
Customers, competitors and contacts linked
30 to 50% less account research time
FINANCIAL SERVICES · PAGE Explore
Counterparty and exposure graph
Owners, subsidiaries and exposures for KYC
50 to 70% faster KYC reviews
10 × 3 to 5
Our template library gives startups and enterprise teams ten ready-made graph templates, each covering three to five use cases, to build on instantly.
Nilesh AI Systems Pvt Ltd · sftwtrs.aiExplore
SFTWTRS.AI
ENTERPRISE AI · WTRDB USE CASES · HOW IT WORKS
HOW IT WORKS
2026 THEME · KNOWLEDGE GRAPHSSix graphs, one way of working.
Each use case connects the things that matter, then answers questions by following links.
MANUFACTURING
Traceability
A recall question travels the links from coil to vehicle.
80 to 90% faster recall trace
SUPPLY CHAIN
Supplier risk
A hidden single supplier behind two others shows up early.
20 to 30% earlier risk alerts
COMPLIANCE
Data protection map
Consents traced to every system and processor.
60 to 80% faster rights requests
CONTROLS
Unified control library
Evidence attached once, reused by every framework.
40 to 60% less audit effort
KNOWLEDGE
Knowledge base for AI
Assistants answer from policies and manuals, with sources.
40 to 60% less search time
FINANCIAL SERVICES
Counterparty exposure
Shared exposure added up across owners and units.
50 to 70% faster KYC reviews
GETTING STARTED
From template to a live graph
WHAT SETS IT APART
Expected impact · typical ranges, results vary by siteTen ready templates
Three to five use cases each
50 to 70% faster start
One graph, many uses
New uses add links, not databases
30 to 50% less cost per use case
Grounded and cited
Every fact shows its source
30 to 50% fewer made-up facts
Nilesh AI Systems Pvt Ltd · sftwtrs.aiExplore
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