Cornerstone Building Products

Board-Ready AI Strategy
Prepared by AegisBoardroom  |  April 2026  |  Sample Report

Executive Summary

0
Revenue gap between current trajectory and PE target
Value creation plan targets $30M in three years. Current trajectory reaches $21M. No documented plan to close the $9M gap.
The PE value creation plan was built during due diligence with aggressive but achievable assumptions. Post-acquisition, Cornerstone grew from $14M to $18M on momentum alone. But the trajectory plateaus at $21M without structural changes to how the sales team operates, how the company wins new accounts, and how the warehouse supports higher volume. The $9M gap is not a stretch target problem. It is an execution infrastructure problem.
0
Annual cost of warehouse fulfillment errors
6.2% error rate on a paper-based inventory system. Industry benchmark is 2-3%. Each error costs $1,200 in returns, reshipping, and relationship damage.
The warehouse runs on clipboards, paper pick tickets, and the institutional memory of a crew that has been doing it this way for years. When the founder ran the operation, volume was lower and he caught mistakes personally. At $18M in revenue with 45 warehouse staff, the paper system cannot keep pace. Orders ship wrong. Returns eat margin. Customers who receive incorrect materials lose a day on the job site, and some of them do not call back. The 6.2% error rate is measured. The true cost in lost future business is higher.
0
Employees, new CEO, no pipeline visibility
Rachel Torres was brought in 8 months ago. The 12-person sales team has no CRM, no playbook, and no way to track what is in the pipeline or where deals stand.
The founder built the sales organization on personal relationships. His rolodex was the CRM. His gut was the forecasting tool. When he exited, that knowledge left with him. Rachel inherited a sales team that knows their accounts but cannot articulate what they are working on, what stage deals are in, or what the next 90 days look like. When the operating partner asks about pipeline during board calls, Rachel spends 2-3 days manually polling each rep to assemble the answer.
0
AI readiness score out of 10
PE installed some foundational tooling, but the operating layer beneath it is still running on the founder's systems and instincts.
The score reflects a company in transition. The PE firm pushed basic ERP and financial reporting, which lifts the technology and finance scores above where a founder-run company would typically land. But the revenue engine, the warehouse, and the market strategy are still operating the way the founder left them. Rachel is building the plane while flying it, and the operating partner has limited visibility between monthly board meetings. The infrastructure to hit the value creation targets does not exist yet.
Information Asymmetry ▾
Operating partner gets a monthly board deck but has limited visibility between meetings.
Rachel assembles board data from 4 disconnected systems: the ERP, QuickBooks Enterprise, spreadsheets from the sales team, and warehouse logs. When the operating partner asks a question during a board call that was not anticipated, the answer takes 2-3 days of manual research. Between meetings, the operating partner is flying blind. There is no real-time dashboard, no exception alerting, and no way to see whether the value creation plan is on track without calling Rachel directly. This creates unnecessary friction and erodes confidence on both sides.
Value Creation Gap ▾
$30M target, $21M trajectory. The $9M gap has no execution plan behind it.
The value creation plan identifies the revenue target but not the specific mechanisms to reach it. The sales team inherited from the founder has no playbook, no competitive intelligence, and no systematic approach to new account acquisition. Existing accounts are served through relationships, but there is no strategy for expanding wallet share or entering adjacent product categories. The $9M gap breaks down into roughly $4M from new account acquisition, $3M from existing account expansion, and $2M from pricing optimization. None of these have a dedicated owner or a tracked pipeline.
Operational Drag ▾
Paper-based warehouse with 6.2% fulfillment error rate. Every error costs $1,200.
The warehouse operation was designed for a $14M company. At $18M, it is straining. At $30M, it breaks. Pick tickets are handwritten. Inventory counts are manual and infrequent. When a customer calls about a wrong shipment, the warehouse team checks paper records to trace the error. Returns processing takes days. Reshipping costs eat directly into margin. The 6.2% error rate means roughly 1 in 16 orders has a problem. For a building materials distributor where contractors are on tight schedules, that error rate damages the relationships that drive repeat business.
CEO Isolation ▾
Rachel is the only person in the company with PE-level strategic thinking. No sounding board between board meetings.
Rachel was hired for her PE operating experience, but she is new to building materials distribution. The controller handles compliance reporting but is not a strategic finance partner. The sales manager runs the team the way the founder did but cannot think in terms of pipeline velocity or market expansion. Rachel works 65+ hours per week, splits her time between daily operations and strategic planning, and has no one inside the company to pressure-test decisions with. The operating partner checks in monthly, which means Rachel carries every strategic question alone for 30 days at a time. This is not sustainable through a 3-year hold period.

Readiness by Function

0
Overall
Financial Visibility
5/10
PE installed basic financial reporting and QuickBooks Enterprise handles the books. But there is no real-time KPI dashboard, no forecasting beyond the current quarter, and no margin analysis by product line or customer segment. The controller produces accurate historical reports but cannot model forward scenarios. Board reporting is assembled manually.
Sales Operations
3/10
No CRM. No documented pipeline. The 12-person sales team runs on relationships and the founder's old playbook, which was never written down. When Rachel asks for a pipeline report, each rep gives a verbal estimate. There is no competitive intelligence, no win/loss tracking, and no visibility into which accounts are growing or shrinking.
Operational Efficiency
3/10
Paper-based warehouse picking and inventory management. 6.2% fulfillment error rate against a 2-3% industry benchmark. No route optimization for delivery fleet. No digital tracking of order status. The warehouse was designed for $14M in throughput and is struggling at $18M. At the $30M target, it fails without structural changes.
Marketing
2/10
Zero market presence beyond existing relationships. No website with lead generation. No content strategy. No digital advertising. No competitive positioning materials. The founder's reputation opened doors, but that asset left with him. Rachel has no air cover for the sales team and no way to generate inbound interest from the broader Kansas City market.
Technology Stack
6/10
ERP exists and functions but is underutilized. QuickBooks Enterprise handles accounting. Basic email infrastructure. The PE firm pushed some tooling during the first 90 days post-acquisition. The foundation is there, but the systems are not connected. Data lives in silos. The ERP could do more than it currently does, but nobody has configured it for the workflows Rachel needs.
Owner Sustainability
5/10
Rachel is capable and experienced, which is why this score is not lower. But she is isolated. No CFO, no strategic advisor, no peer to challenge her thinking. The operating partner engagement is monthly, which leaves 30-day gaps where Rachel carries every decision alone. At 65+ hours per week for 8 months, the trajectory is toward burnout before the hold period targets are reached.
Financial (5) Sales (3) Operations (3) Marketing (2) Tech Stack (6) Owner (5)

Three Quick Wins

0 days
Board Prep to 3 Hours
Real-time dashboard gives the operating partner live visibility. Rachel stops spending 3 days assembling data for each board meeting.
Click to see how

Right now, Rachel pulls data from the ERP, QuickBooks, sales team spreadsheets, and warehouse logs to build the monthly board deck. When the operating partner asks a follow-up question, the answer takes days because the data is not centralized or connected.

A real-time board dashboard connects the systems that already exist. No new software purchases required. The ERP and financial data feed into a single view that shows revenue trajectory, margin by product line, warehouse throughput, and pipeline status. The operating partner can check in any time, not just during the monthly meeting.

Rachel's board prep drops from 3 days to 3 hours. The operating partner gets confidence from continuous visibility instead of monthly snapshots. Questions get answered in minutes, not days. Both sides spend board meetings on strategy instead of data reconciliation.

$0K
Error Cost Reduction
Cut warehouse errors from 6.2% to 3%, saving $220K per year in returns, reshipping, and lost customer relationships.
Click to see how

The paper-based warehouse system was built for a smaller company. At current volume, the handwritten pick tickets and manual inventory counts produce errors at 6.2%, more than double the industry benchmark. Each error costs $1,200 when you account for return processing, reshipping costs, customer credits, and the time spent tracing what went wrong.

Digital pick verification and barcode scanning at the packing station catch errors before they ship. Real-time inventory tracking eliminates the "we thought we had it in stock" problem. Daily error reporting identifies patterns so the warehouse manager can address root causes, not just symptoms.

Cutting the error rate from 6.2% to 3% saves approximately $220K per year. More importantly, it protects the customer relationships that drive repeat business. For a building materials distributor, reliability is the product.

$0M
Gap Tracked in Real Time
Build the pipeline Rachel cannot see. Track the $9M value creation gap with live data instead of quarterly guesses.
Click to see how

The $9M gap between current trajectory ($21M) and the PE target ($30M) is a board-level number, but nobody tracks the specific deals, accounts, and opportunities that will close it. The 12-person sales team has no CRM, no pipeline stages, and no forecasting methodology. Rachel knows the gap exists but cannot see what is in the funnel to address it.

A sales pipeline system gives every rep a structured way to log opportunities, track stages, and estimate close dates. Competitive intelligence briefings tell the sales team what they are up against in the Kansas City market. Pipeline reporting shows Rachel and the operating partner exactly how much identified opportunity sits at each stage, and whether the run rate will close the gap or fall short.

This does not create the $9M overnight. It makes the gap visible, trackable, and actionable. When the operating partner asks about pipeline, Rachel has a real answer backed by data instead of a 3-day research project.

First 30 Days

Week 1
Full operational audit with separate stakeholder interviews
  • Interview Rachel, the controller, sales leads, warehouse manager, and operating partner separately
  • Map every system and data flow across the organization
  • Document the $9M value creation gap by revenue driver: new accounts, existing account expansion, pricing optimization
  • Baseline warehouse error rate with granular tracking by error type
  • Inventory all disconnected data sources that feed board reporting
Week 2
Real-time board dashboard live, warehouse error tracking begins
  • Deploy real-time board dashboard connecting ERP and financial systems
  • Operating partner sees live KPI data for the first time
  • Begin daily warehouse error tracking with root cause categorization
  • Configure exception alerts so Rachel is notified when metrics deviate from targets
  • Map the existing ERP capabilities that are currently unused
Week 3
Sales pipeline system live, first competitive intelligence briefing
  • Sales pipeline system deployed with stage definitions and forecasting methodology
  • First competitive intelligence briefing on the Kansas City commercial building materials market
  • Warehouse error rate tracking produces first weekly trend report for warehouse manager
  • Rachel's board prep tested against new dashboard, targeting 3-hour preparation
  • Begin mapping sales team territories and account coverage gaps
Week 4
Board-Ready AI Strategy delivered, 90-day acceleration plan
  • Board-Ready AI Strategy document delivered for operating partner and investment committee review
  • First strategic advisory session with Rachel focused on value creation gap execution
  • Assessment report with scored readiness, documented quick wins, and 90-day value creation acceleration plan
  • Pipeline coverage ratio calculated against the $9M gap for the first time
  • Compare Week 4 metrics against Week 1 baselines: board prep time, error rate, pipeline visibility

This is what Cornerstone Building Products received from their Board-Ready AI Strategy engagement.

Every engagement is built around your portfolio company's specific value creation plan, operating gaps, and hold period targets. No templates. No generic recommendations.

Want a Report Like This for Your Portfolio Company?