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NovaCRM, Inc. — February 2026 Variance Memo
Executive Summary
February revenue of $473.4K exceeded budget by $15.4K (+3.4%), driven by strong SaaS subscription growth that more than offset a shortfall in professional services. Total expenses exceeded budget by $14.1K (+3.3%), primarily from legal costs tied to the Series B process.
Operating income of $31.3K beat plan by $1.3K (+4.3%). Gross margin held at 81.1% versus 81.3% budgeted, reflecting stable unit economics despite the revenue mix shift toward lower-margin professional services in prior periods.
Topline Performance
| Metric | Actual | Budget | Variance ($) | Variance (%) | Signal |
|---|---|---|---|---|---|
| Total Revenue | $473,400 | $458,000 | +$15,400 | +3.4% | Favorable |
| Gross Profit | $383,700 | $372,500 | +$11,200 | +3.0% | Favorable |
| Total OpEx | $352,400 | $342,500 | +$9,900 | +2.9% | Watch |
| Operating Income | $31,300 | $30,000 | +$1,300 | +4.3% | Favorable |
Revenue Variance Detail
SaaS subscription revenue of $413.6K exceeded budget of $395.8K by $17.8K. Growth was driven by 12 new mid-market logos closed in late January that activated in February, plus lower-than-expected churn (0.8% gross vs. 1.2% budgeted). Net revenue retention of 112% continues to outpace the 108% plan assumption.
Professional services revenue of $38.7K fell short of the $45.2K budget by $6.5K. Two implementation projects (ClientCo and Meridian) were delayed by client-side resource constraints, pushing $4.2K of recognized revenue into March. The remaining $2.3K shortfall reflects scope reduction on the Apex onboarding engagement.
Expense Variance
| Category | Actual | Budget | Variance ($) | Variance (%) | Signal |
|---|---|---|---|---|---|
| COGS | $89,700 | $85,500 | +$4,200 | +4.9% | Watch |
| Total OpEx | $352,400 | $342,500 | +$9,900 | +2.9% | Watch |
COGS overage of $4.2K reflects higher AWS infrastructure costs tied to the new mid-market cohort provisioning. OpEx overage of $9.9K is primarily attributable to $8.1K in unbudgeted Series B legal fees and $1.8K in recruiting costs for the senior engineer search. Excluding these one-time items, OpEx was in line with plan.
Headcount
| Department | Actual FTE | Plan FTE | Variance | Notes |
|---|---|---|---|---|
| Engineering | 14 | 15 | -1 | Senior backend role in final interviews |
| Sales & Marketing | 8 | 8 | 0 | On plan |
| Customer Success | 5 | 5 | 0 | On plan |
| G&A | 4 | 4 | 0 | On plan |
| Total | 31 | 32 | -1 | Expect fill by end of March |
Risks & Watchlist
| Risk | Impact | Likelihood | Mitigation |
|---|---|---|---|
| Professional services pipeline softening | $10–15K/month revenue at risk | Medium | Accelerating Q2 implementation scheduling; pre-selling onboarding packages with new logos |
| AWS cost creep with new cohort | Margin compression of 0.3–0.5 pts | Medium | Infrastructure review scheduled for March; evaluating reserved instance commitments |
| Series B legal costs exceeding budget | $15–25K additional through close | Low | Fee cap negotiated with outside counsel; remaining work scoped |
Recommended Actions
- Accelerate professional services pipeline: Schedule Q2 implementation kickoffs for deals currently in negotiation to recover the February shortfall in March–April.
- Complete infrastructure cost review: Evaluate reserved instances and right-sizing opportunities before the next billing cycle to contain COGS growth.
- Close engineering hire: Finalize the senior backend role to restore team to plan headcount and maintain development velocity for the Q2 roadmap.
- Cap Series B legal exposure: Confirm fixed-fee arrangement with outside counsel for remaining closing activities.
Data Provenance & Audit Trail
- Data Source
- QuickBooks Online GL Export — exported 2026-03-04 08:31 UTC
- Budget Reference
- Board-approved 2026 annual budget, version 2.1
- Prior Period
- January 2026 actuals — checkpoint VR-2026-01-0031
- Memo Checkpoint
- VR-2026-02-0047 — generated 2026-03-05 09:47 UTC
- Schema Validation
- 18/18 line items passed · 0 errors · 0 warnings · Injection scan: pass
- COA Template
- coa-template-novaCRM v1.2 — hash a3f8c1d
- AI Model
- Scoped variance analysis model, constrained to source data only. No external training on customer data.
Evidence Chain
Every claim in the memo traces back to source data through a verified chain of custody. No narrative is generated without matching source evidence.
GL Export
QuickBooks Online (QBO) — Exported 2026-03-04 08:31 UTC. Contains 18 line items covering all revenue and expense accounts for the February 2026 period. File integrity verified via SHA-256 hash at ingest.
Budget Source
Board-approved 2026 annual budget, version 2.1. Monthly allocations derived from the annual plan using the approved seasonality model. Budget was last updated at the January 2026 board meeting.
Prior Period
January 2026 actuals used as the month-over-month comparison baseline. Data sourced from the approved January variance memo checkpoint. Reconciliation confirmed: zero discrepancies between periods.
Schema Validation
All 18 GL line items passed schema validation against the expected COA structure. Zero errors, zero warnings. Injection scan completed with no threats detected. Data types, date ranges, and account codes all conform to specification.
COA Template
Chart of Accounts template coa-template-novaCRM v1.2 was used for account mapping and categorization. Template defines the revenue and expense hierarchy, variance thresholds, and reporting roll-ups specific to NovaCRM's financial structure.
Approval Timeline
Every memo passes through a four-step workflow before board delivery. No memo is delivered without human review and customer sign-off.
Step 1: Data Validation
Schema check passed (18/18 line items). Injection scan completed with no threats. Line-item reconciliation confirmed zero discrepancies against GL export. All account codes matched the COA template.
Step 2: Narrative Generation
Variance analysis computed for all 18 line items. AI-drafted explanations generated with source citations for each material variance. Executive summary, detail sections, risk assessment, and recommended actions produced. All claims reference specific GL line items and budget allocations.
Step 3: Finance QA Review
Human finance reviewer checks every draft for accuracy, completeness, and appropriate tone. Reviewer validates that all variance explanations are supported by source data, edits narratives as needed, and confirms that conclusions follow logically from the evidence.
Step 4: Customer Approval
CFO or Controller reviews the final memo in the customer portal. They can approve for board delivery, request edits, or add commentary. No memo is distributed to the board without explicit customer sign-off.
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