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Case Study

How a public biotech got its first week back from BvA

Public clinical co. · NetSuite + Planful

Company
Clinical, public co.
Systems
NetSuite + Planful
Master
Excel, shared drive
Workflows
BvA flux · Roll-forward
  • 7 days → 1 day

    BvA cycle, from variance pull to roll-forward staged

    Previously manual · Now orchestrated

  • Auto-commentary

    Variances get draft commentary, with sources, by program and by department

    No more Ctrl+F through the GL

  • BvA → RF

    The same trigger pushes deltas into next month's forecast

    Chained · Not separate steps

“The agent does the digging, gives me draft commentary attached. I'm not Ctrl+F'ing through the GL anymore.”
FP&A manager, clinical-stage biotech
Budget vs. actuals · March
AI summary

R&D is $311K over plan and all of it is timing — Medpace pulled Phase 2 site activation forward from Q2. G&A is favorable $41K.

4 line items
DriverVariance
Research & development($311,000)
CRO & clinical trialsMedpace Phase 2 site activation pulled forward from Q2. Timing, not overrun.($312,400)
Lab reagentsIn line with plan.$1,400
General & administrative$40,900
Salaries & benefitsTwo open roles unfilled through March.$8,700
Professional feesAudit fieldwork slipped to April. Expect the catch-up next month.$32,200

Consolidated · sourced from NetSuite GL, refreshed 6:02 AM

Variance and commentary, drafted with sources attached.

The challenge

Close, BvA, board prep, forecast, repeat

Month-end close is always a rush. Variances flagged in Planful had to be traced back through NetSuite, attributed to specific vendors and programs, written up as commentary, and reconciled with the department heads, before the roll-forward could even start.

By the time FP&A handed off to the CFO, a full work week was gone — mostly to pivot tables and Ctrl+F.

The solution

The agent does the digging, drafts in your style, you approve

Variance, attributed

The agent reads actuals from NetSuite, the budget from Planful, and works through every account that breached threshold. For each, it traces the variance to the underlying drivers and drafts commentary that names the cause. The FP&A team opens the file, reads what was found, and edits where it disagrees.

Roll-forward, chained

The same trigger pushes deltas into next month's forecast. Programs running ahead get reforecast upward; categories with timing shifts get redistributed. Roll-forward isn't a separate workflow anymore — it's the back half of BvA, staged for review.

See this run on your close.

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