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Revenue Intelligence

Board Report EngineThe board deck assembled, not investigated.

It pulls the quarter from the systems of record, applies the definitions your team signed off once, and shows what moved with the records behind each change.

What Board Report Engine doesBuilds the board pack from live data, with a change log naming every number that moved.
Its named limitIt assembles and reports. It never edits a source record and never publishes without a human release.
The problem

Three ways the board deck eats a week.

01

It is reconciled by hand. Three days of copying between five systems, every quarter, by someone who should be doing something else.

02

The definitions drift. Pipeline means one thing in the marketing tab and another in the sales tab, and the deck averages them.

03

Nobody can answer the follow-up. A board member asks why NRR moved and the answer arrives four days after the meeting.

What gets built

A board pack built from live data, with its working shown.

A single lit arc sweeping the frame, one clean line where there were many
  • Pulls the quarter from the systems of record, rather than from a spreadsheet copied out of them
  • Applies the definitions once, everywhere, the ones your team signed off, not a per-tab interpretation
  • Shows what moved since last quarter, with the records that moved it attached to each line
  • Waits for a human to release it, so a deck is never published because a job ran

It runs on read-only access to your systems of record until you widen it. Every action it takes is logged with the reason behind it.

What changes

Three things look different the week after it ships.

TodayThree days of manual reconciliation
With Board Report EngineA deck assembled from agreed definitions
TodayDefinitions that drift per tab
With Board Report EngineOne definition, applied everywhere
TodayFollow-ups answered next week
With Board Report EngineFollow-ups answered in the room
How it is proved

It runs against your last four board decks before it builds a live one.

The quarters you already presented, checked line by line against what you actually said, run twice so the result is provably repeatable.

85%pass mark

Below it, or on any unsafe action, it does not ship, and we tell you exactly why. You get the score as a document. The fee buys the truth, not a pass.

Right data pulledMatches your judgmentSafe to act
Further reading

Articles behind this system

Buyer's Guides & Comparisons

68% of Board Materials Score Weak or Poor: The Best Board Reporting Tools for SaaS CFOs and CROs in 2026

Board reporting software for SaaS compared: Diligent, Visible, ChartMogul, Drivetrain, Cube, Power BI, CRM reports, and which layer each one fixes.

Read the piece
Buyer's Guides & Comparisons

Only 45% Trust Their Forecast: The Best Forecasting Tools for B2B SaaS, Clari, Gong Forecast, BoostUp and Evidence-Based Alternatives

Best sales forecasting software for B2B SaaS: Clari, Gong Forecast, Terret (formerly BoostUp), native CRM forecasting and an evidence-based alternative.

Read the piece
Buyer's Guides & Comparisons

84% Say Sales Analytics Underdelivered: Revenue Intelligence Platforms Compared, and When to Build the System You Actually Need

Revenue intelligence platforms compared: Gong, Clari, Aviso, Backstory, CRM-native tools, a warehouse build and VANDFORT, with pricing as of October 2026.

Read the piece
GTM Engineering & Systems Architecture

Nearly 40% of AI Time Savings Go to Rework: The Economics of AI Agents in RevOps and the Cost-Per-Qualified-Meeting Model That Counts It

Price AI agents honestly: infrastructure, oversight and error-correction costs vs. a fully loaded SDR, per qualified meeting, with sensitivity ranges.

Read the piece
Revenue Intelligence

57% of Directors Can't Find the Key Message: Board-Ready Revenue Reporting a CRO Can Deliver in 90 Minutes

57% of directors can't find the key message in board papers. A 90-minute board revenue reporting structure, and what to automate vs. hand-build.

Read the piece
Revenue Intelligence

CAC Payback Has Stretched 12.5% Since 2022: CAC Payback Benchmarks by Funding Stage, and the Payback Context Grid That Tells You Whether Yours Is a Real Problem

Median CAC payback is up 12.5% since 2022. Read yours by funding stage, ARR band and GTM motion, and learn when a long payback signals a real problem.

Read the piece
Revenue Intelligence

Only 45% of Sales Leaders and Sellers Have High Forecast Confidence: A Proposed Methodology for Scoring 45 GTM Metrics

A proposed 45-metric GTM diagnostic: domain scores, weights, gates and the weakest-domain constraint. Distinct from the free twelve-question score.

Read the piece
GTM Engineering & Systems Architecture

Only 29% of Apps Are Connected: Choosing Between iPaaS, Reverse ETL, and Custom Middleware for GTM Data Movement With a Four-Axis Decision Matrix

iPaaS vs reverse ETL vs custom middleware for GTM data: a decision matrix on volume, transformation, latency and team capacity, with honest trade-offs.

Read the piece
GTM operations

95% of Enterprise GenAI Pilots Show No Measurable P&L Impact: The Nine Systems Framework, a Map of Every System a Modern Revenue Engine Needs

Map nine revenue systems across four domains, trace their dependencies and choose what to build first from a dollar-priced diagnosis.

Read the piece
CS Operations

Median NRR Is 101%: Renewal and Expansion Automation That Sees the Account Turning, and the NRR Early-Warning System That Lives Inside Your CRM

Churn and expansion show up months early in usage, tickets and champion changes. Build an NRR early-warning system in your CRM with owned alerts.

Read the piece
GTM Engineering & Systems Architecture

10 Tools, Up to 45 Pairwise Sync Paths: The Integration Layer Nobody Budgets For, and Why Point-to-Point Syncs Break at Scale

Point-to-point integration problems explained: why 10 GTM tools can mean 45 sync paths, where syncs break, and the middleware layer that flattens it.

Read the piece
Revenue Intelligence

37% of CRM Teams Say Bad Data Costs Them Revenue, Few Can Say How Much: The Revenue Leak Ledger, a Framework for Pricing Every Gap in Your GTM Engine

Turn a list of GTM problems into a ranked, dollar-priced ledger: leak, evidence, recoverable impact, confidence and the system that fixes it first.

Read the piece
GTM Engineering & Systems Architecture

76% Say Less Than Half Their CRM Data Is Accurate: What Breaks First When You 3x Pipeline, an Integration and Systems Post-Mortem Framework

Scaling revenue operations for 3x pipeline growth: the order systems fail (data, routing, reporting, integrations) and a pre-emptive fix for each stage.

Read the piece
GTM Engineering & Systems Architecture

Only 17% of Teams Contract-Test Their APIs: Enrichment Waterfalls and the Provider-Agnostic Data Layer That Doesn't Break When Vendors Change

How to build an enrichment waterfall behind a normalized schema so swapping or adding a data provider is a config change, not a rebuild of every workflow.

Read the piece
GTM Engineering & Systems Architecture

The Average CRO Lasts 1.8 Years: Designing a Lead-to-Cash Data Model That Survives Three Reorgs

A lead-to-cash data model that survives reorgs: hard-code identifiers, canonical records and history; configure territories, segments and routing as data.

Read the piece
GTM Engineering & Systems Architecture

Leaders Call 26% of Their Data Untrustworthy: The Revenue Data Warehouse Nobody Built, and the Five Triggers That Say GTM Data Belongs Outside Your CRM

Five triggers that say your GTM data needs a warehouse outside the CRM, plus a reference architecture for snapshots, identity, metrics and write-back.

Read the piece
GTM Engineering & Systems Architecture

76% of CRM Users Say Most of Their Data Is Wrong: Auditing CRM Data Quality With the 45-Metric Framework Behind a Real GTM Health Check

A CRM data quality audit framework in 45 metrics across data quality, process health and system coverage, plus scoring that ranks defects by cost.

Read the piece
GTM Engineering & Systems Architecture

61% of the Journey Is Done Before First Contact: Dark Funnel Data and the Canonical Account Record That Reconciles Website, Product, and CRM Identities

Dark funnel attribution done right: an identity graph that ties website visits, product usage and CRM contacts to one account, without double counting.

Read the piece
GTM Engineering & Systems Architecture

55% of B2B Leads Arrive on a Personal Email: Deterministic vs Probabilistic Matching and the Identity Resolution Strategy That Holds Up on Revenue Data

Deterministic vs probabilistic matching for B2B data: when to demand exact keys, when fuzzy is safe, and thresholds set by what each match triggers.

Read the piece
GTM Engineering & Systems Architecture

$12.9 Million Is Gartner's Number, Not Yours: The True Cost of Duplicate Records and a Framework for Pricing Data Decay in Dollars

What duplicate and decayed CRM records really cost: a four-line model that prices rep time, misrouted leads and churn risk in dollars a CFO will act on.

Read the piece
GTM Engineering & Systems Architecture

80% of Integration-Created Records Are Duplicates: Why Your CRM Has Three Versions of Every Account (and How to Collapse Them Into One)

Why your CRM has three versions of every account: the five creation paths behind duplicates and the canonical-record architecture that stops them.

Read the piece
GTM Engineering & Systems Architecture

45% of New CRM Records Are Duplicates: Identity Resolution for RevOps, the Layer Everyone Underbuilds and Every Report Depends On

Identity resolution for RevOps: deterministic vs probabilistic matching, match thresholds and the five-layer architecture every report depends on.

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GTM Engineering & Systems Architecture

62% of Teams Lose Revenue to Bad CRM Data: The GTM Engineering Maturity Model, From Spreadsheet Chaos to Self-Operating Revenue Systems

Find your RevOps maturity stage. Five stages from spreadsheet chaos to self-operating revenue systems, each tied to a failure you can see and the fix for it.

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Before you build this

Is this the system that costs you the most?

Board Report Engine is one of nine. The Revenue Leak Report says which leak is largest in dollars, so you build the one that pays for itself first instead of the one that sounds most urgent.

Three weeksRead-only accessYours to keep
  • Every leak quantified in dollars
  • An Operating Map naming the sequence
  • Yours whether or not you build with us

Prefer email? contact@vandfort.com