R
Risk
Prioritize transactions, vendors, programs, or agencies for review using defined risk indicators, anomalies, concentration patterns, thresholds, and contextual evidence.
Glyph Framework
REVEAL
Risk · Expenditure · Vendor Eligibility · Authorization · Ledger
Make public spending traceable. Make risk actionable.
REVEAL is Glyph Analytics' framework for connecting fragmented financial, procurement, vendor, approval, and transaction records into a coherent evidence chain. It helps oversight and implementation teams identify where review is warranted, understand why, and trace the supporting records back to source.
The framework
Five lenses. One evidence chain.
REVEAL is designed to organize the questions an oversight team needs to answer before a transaction can be understood in context—not simply flagged in a dashboard.
E
Expenditure
Trace spending through the available lifecycle—from allocation or commitment through obligation, invoice, disbursement, and payment—to understand what was spent and when.
V
Vendor Eligibility
Connect vendor identity and eligibility evidence, including registration, ownership, exclusions, performance, and other applicable due-diligence records.
A
Authorization
Determine whether expenditures align with approval paths, delegated authorities, applicable controls, and the documentation required for the transaction.
L
Ledger
Create a coherent transaction-level record linking the source systems, supporting documents, review signals, and resulting decisions into an auditable trail.
From records to action
Connect what happened, who was involved, and whether it made sense.
01
Source systems
Bring together the records already used to manage spending.
- Financial management systems
- Procurement and award records
- Vendor registries
- Invoices and payment data
- Program and performance data
- Approvals and supporting documentation
02
REVEAL
Structure, link, and assess the evidence through the five REVEAL lenses.
REVAL
03
Action
Give teams a prioritized, explainable basis for review and management decisions.
- Investigate anomalies
- Strengthen controls
- Prioritize oversight
- Resolve vendor questions
- Trace expenditures
- Improve reporting and accountability
Use cases
Built for high-consequence spending decisions.
Procurement integrity
Identify unusual purchasing patterns, vendor concentration, split transactions, timing anomalies, and other signals that merit review.
Grant & contract oversight
Connect obligations, payments, award requirements, approvals, and performance evidence so reviewers can see the full transaction context.
Vendor due diligence
Bring eligibility, identity, ownership, exclusion, and performance information together before or during an award decision.
Expenditure tracing
Follow funds across fragmented records to understand how an allocation translated into commitments, invoices, and final payments.
Customs & revenue integrity
Apply the same evidence-chain logic to declarations, payments, traders, authorizations, and risk signals in revenue and border environments.
Portfolio risk monitoring
Move from isolated red flags to a structured view of where risk is accumulating across vendors, awards, activities, or institutions.
Built for implementation
Start with the data and controls that already exist.
REVEAL does not require a rip-and-replace technology program. Glyph can apply the framework to existing financial, procurement, vendor, and program records; identify the highest-value linkages and gaps; and build the analytical workflow around the decisions an oversight team actually needs to make.
The result can range from a focused diagnostic or risk model to an integrated review workflow and decision-support environment, depending on the problem, data maturity, and operating context.
Work with Glyph
Need a clearer view of where public money is going—and where to look first?
We can scope REVEAL around a specific portfolio, procurement process, payment stream, or oversight problem.