Engram
Budget Module

Budget Reconciliation, automated.

Continuous alignment between CTA obligations, internal budgets, and protocol requirements. Identify reimbursement gaps before services are rendered.

$47K
Average recovery
per study from gap detection
85%
Time reduction
vs manual reconciliation
< 2min
Analysis time
per budget cycle

The Budget Gap Problem

Clinical trial finance teams manage complex relationships between CTAs, budgets, and protocols. Manual reconciliation is time-consuming and error-prone.

CTA-Budget Misalignment

CTAs promise sponsor reimbursement for procedures, but budgets often don't capture all billable items or use incorrect rates.

34%of procedures have rate discrepancies

Under-recovery

Sites frequently bill below what the CTA allows because budget templates are outdated or incomplete.

$47Kaverage unbilled per study

Reactive Discovery

Gaps are typically discovered during audits or closeout - months or years after services were rendered.

18moaverage delay in gap discovery

Amendment Drift

Each protocol amendment can change billable procedures, but budgets rarely get updated in sync.

4.2amendments per study on average

How It Works

Four-stage pipeline transforms disparate documents into a reconciled, audit-ready budget analysis.

1

Document Ingestion

Upload Protocol, CTA, and Budget documents. AI extracts structured procedure lists from each source.

Outputs

Protocol procedures with visit scheduleCTA payment obligationsBudget line items with rates
2

Cross-Document Mapping

AI aligns procedures across all three documents using semantic matching and CPT code reconciliation.

Outputs

Unified procedure indexSource-to-source mappingsConfidence scores per match
3

Variance Detection

Automated identification of mismatches: missing items, frequency differences, rate discrepancies.

Outputs

Missing in Budget vs ProtocolCTA obligations not budgetedFrequency misalignments
4

Resolution Workflow

Structured queue for reviewing variances with AI-suggested resolutions and audit documentation.

Outputs

Prioritized review queueResolution recommendationsAudit-ready documentation

The Budget Workbench

Side-by-side comparison of CTA terms, budget entries, and Medicare rates. Gaps are flagged automatically with recommended actions.

4 Gaps Detected
Study: ONCO-2024-001
CTA TOTAL
$47,850
per patient
BUDGET TOTAL
$45,420
per patient
VARIANCE
-$2,430
under-billed
STATUS
3/4
aligned / gaps
ProcedureCTA RateBudget RateFreqVarianceStatus
Brain MRI with Contrast
70553
$2,450$2,4503x$0 Aligned
PET-CT Whole Body
78815
$4,200$3,8002x-$800 Under-billed
CBC with Differential
85025
$45$4512x$0 Aligned
Comprehensive Metabolic Panel
80053
$65Missing12x-$780 Missing
ECG 12-Lead
93000
$125$1254x / 6x-$250 Freq Mismatch
Bone Marrow Biopsy
38221
$1,200$1,2002x$0 Aligned
CT Chest with Contrast
71260
$850$6503x-$600 Under-billed

PET-CT Whole Body

CPT 78815

Gap Detected

Rate Comparison

CTA Rate
$4,200
Budget Rate
$3,800
Medicare Ref
$3,642
AI RECOMMENDATION

Budget rate is $400 below CTA allowance. Recommend updating budget to capture full reimbursement.

Measurable Impact

Budget reconciliation that protects revenue and reduces operational risk.

$180K
avg. recovered per study

Revenue Protection

Identify unbilled procedures and ensure all CTA obligations are captured in the budget.

8 hrs
per budget review

Time Savings

Replace manual cross-referencing with automated document analysis and variance detection.

94%
variance detection rate

Risk Reduction

Catch discrepancies before contracts are signed and sites are activated.

100%
traceable decisions

Audit Readiness

Every mapping and resolution documented with full source attribution.

Example: Typical Oncology Phase II Study

Findings from automated Protocol-CTA-Budget reconciliation

12high
Missing Procedures
Protocol procedures not in budget
8medium
Rate Discrepancies
CTA rates differ from budget
15medium
Frequency Mismatch
Visit counts don't align
4high
Unbilled Items
CTA obligations not captured

Stop losing revenue to budget gaps

See how Budget Reconciliation can protect your study finances. Request a demo with your actual Protocol-CTA-Budget set and we'll show you what you're missing.

Works seamlessly with