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Prompt Details

Model
(claude-4-6-sonnet)
Token size
498
Example input
[BUSINESS CONTEXT AND REPORTING PERIOD]: Series B SaaS company, 120 employees, Q2 2026 Board of Directors business review [KEY FINANCIAL METRICS AND RESULTS]: Revenue 3.1M vs plan 3.4M, ARR 12.4M up from 11.1M, gross margin 71% up from 68%, net burn 1.2M per month vs plan 980k, cash on hand 14.3M [SIGNIFICANT VARIANCES AND CHANGES]: Revenue missed plan by 300k due to 3 enterprise deals slipping, sales cycle elongated from 47 to 68 days, COGS improved from infrastructure optimization, headcount grew by 8 including 2 ahead of plan [KEY BUSINESS DRIVERS BEHIND THE NUMBERS]: 14 new customers vs 12 planned, NRR at 108 percent, average contract value up 12 percent YoY from new enterprise tier, 3 slipped deals total 480k ACV and are still active in legal review [AUDIENCE AND DECISION NEEDED]: Board of Directors — primary decision is whether to approve 2M incremental investment in enterprise sales motion given elongating sales cycles
Example output
HEADLINE PERFORMANCE Q2 closed with $3.1M in revenue against a $3.4M plan — a $300k miss that was driven entirely by timing, not demand. Three enterprise deals totaling $480k ACV slipped into Q3, both of which are now in legal review and remain active. Beneath the revenue line, the business is healthier than the headline suggests: ARR grew to $12.4M, gross margins expanded to 71%, and net revenue retention held at 108%. REVENUE ANALYSIS New customer revenue performed well — 14 new logos vs. a plan of 12, and average contract value increased 12% year over year as the new enterprise tier took hold. The miss was concentrated entirely in enterprise deal timing: three deals that were forecasted to close in June slipped due to extended legal reviews on the buyer side, a pattern that reflects buyer process changes more than pipeline quality issues. Expansion revenue from existing customers was a bright spot, contributing $340k more than the same period last year, driven by seat expansion at two large accounts that upgraded from mid-market to enterprise tier. COST AND MARGIN ANALYSIS Gross margin improved from 68% to 71% quarter over quarter, driven by infrastructure optimization that reduced hosting costs by approximately $85k on an annualized basis. This improvement is structural — the work was completed, the savings are repeatable, and the margin should hold or improve modestly next quarter. Total operating costs came in at $5.2M against a plan of $4.9M, with the $300k overage explained almost entirely by two engineering hires who accepted offers in May rather than July as planned. These are not discretionary costs — they are planned headcount that arrived 6-8 weeks early. CASH AND LIQUIDITY Cash on hand is $14.3M. Net burn for the quarter was $1.2M per month, compared to a plan of $980k per month. The variance is $220k per month, driven by the early headcount arrival ($110k per month), one-time legal fees for a contract dispute that resolved in June ($60k), and slightly higher marketing spend to support the Q3 pipeline building that is now underway. At current burn of $1.2M per month, runway is approximately 12 months. No near-term liquidity events. The next board discussion on a potential raise or credit facility is appropriate to have in Q4 given the runway position. VARIANCE ANALYSIS Variance 1 — Revenue $300k below plan: Three enterprise deals slipped from June to Q3. Each deal has a named reason (two are in legal review, one had a budget cycle issue). All three remain active. This is a timing variance, not a pipeline loss. Watch: if any of the three do not close by end of Q3, this becomes a trend rather than a blip and warrants a deeper sales cycle analysis. Variance 2 — Burn $220k per month above plan: Two components. First, two planned engineering hires arrived 6-8 weeks early — approximately $110k per month in additional salary cost. This cost was always coming; it arrived sooner. Second, $60k one-time legal expense that will not recur. The remaining $50k per month overage is in marketing and will be evaluated for continuation based on Q3 pipeline results. One-time items account for roughly half the variance; the other half bears watching. Variance 3 — Gross margin 3 points above plan: Infrastructure optimization completed ahead of schedule. This is a positive structural variance — the cost reduction is permanent and the margin improvement will carry forward. No action needed except to update the financial model to reflect the new baseline. RISK FACTORS Risk 1 — Sales cycle continues to elongate: Average sales cycle grew from 47 to 68 days this quarter. If this trend continues into Q3, the pipeline required to hit Q4 targets needs to be materially larger than what is currently forecasted. Likelihood: Medium. Magnitude: Could shift Q4 revenue by $500k to $800k if the trend persists and pipeline coverage is not increased. Mitigation: The proposed $2M incremental sales investment, if approved, should be sized against a 70-day average cycle rather than the original 47-day assumption. Risk 2 — Three slipped enterprise deals do not close in Q3: If the three deals in legal review extend further or fall out, Q3 revenue faces a $480k headwind that was not in the original forecast. Likelihood: Low to Medium — legal reviews typically resolve, and these buyers have not signaled intent to exit. Magnitude: $480k ACV, representing approximately $120k in Q3 recognized revenue and the remainder in future periods. Mitigation: CEO or VP Sales should be involved in the next touchpoint on each deal to re-establish executive-level momentum. Risk 3 — Burn increases further if incremental sales investment is approved without guardrails: If the board approves the full $2M incremental investment, burn could increase to $1.5M per month or higher before new hires ramp. At that burn rate, runway compresses to approximately 9.5 months. Likelihood: High if investment is approved without phasing. Magnitude: 2-3 months of runway removed before incremental revenue materializes. Mitigation: Phase the investment — approve the first tranche contingent on 60-day pipeline velocity metrics rather than committing the full $2M upfront. OUTLOOK AND GUIDANCE Q3 is set up for a strong recovery if the three slipped deals close on schedule, which is the base case. The pipeline entering Q3 is $5.8M in total value against a Q3 quota of $3.2M — a 1.8x coverage ratio that is adequate but not comfortable given the elongating sales cycle. The key assumptions behind the Q3 outlook are: (1) two of three enterprise deals close by end of August, (2) sales cycle does not elongate beyond 75 days, and (3) the early headcount does not drive additional unplanned spend. The legitimate area of uncertainty is the sales cycle trend — if it reflects a permanent shift in how buyers in this segment make software decisions, the current pipeline will not be sufficient. DECISION POINTS Decision 1: Approve or decline the $2M incremental sales investment — and if approved, determine whether to commit the full amount now or phase it in two tranches tied to 60-day pipeline velocity metrics. The phased approach is recommended given current burn levels and runway. Decision 2: Establish a burn ceiling for Q3. Given the current trajectory, a ceiling of $1.4M per month would preserve 10+ months of runway while allowing the planned incremental investment to begin. Anything above $1.4M per month should require explicit board approval. Decision 3: Assign executive ownership to the three slipped enterprise deals. Each deal should have a named executive sponsor on our side who is in direct contact with the economic buyer — not just the champion — before the end of July.
🌀 Claude

Financial Model Narrative Writer

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CLAUDE-4-6-SONNET
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Numbers don't tell stories — but investors, boards, and executives make decisions based on stories. This Claude prompt takes your raw financial data and turns it into a clear, compelling narrative that explains what the numbers mean, what's driving performance, what risks to watch, and what decisions need to be made. Works for board reports, investor updates, internal business reviews, budget presentations, and quarterly earnings summaries. Built for finance teams, founders, and operators who need to communicate financial performance to non-finance audiences.
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