Key takeaways
- Vergo is purpose-built for construction expense management with native job-cost coding, project-based approval routing, and direct integration with Sage, Vista, and Procore — eliminating the custom configuration Adaptive requires.
- Adaptive Planning (formerly Adaptive Insights) is built for corporate budgeting and forecasting, not job-costing workflows or field expense capture.
- Construction expense management requires every transaction to tie to a specific job, cost code, and phase before it reaches the ERP.
- Construction-specific platforms provide native cost-code fields, project-based approval routing, and direct integration with Sage, Vista, and Procore.
- Adaptive may suffice for companies with minimal field activity and fewer than 10 active projects; construction-specific tools are necessary when field teams submit expenses daily across dozens of job sites.
Where should you go next?
- Learn more about Vergo Expense Management
- Learn more about Vergo AP Invoice Automation
- Learn more about Vergo Employee Reimbursements
The Core Difference for Construction
Adaptive Planning by Workday excels at enterprise budgeting, forecasting, and corporate expense planning. For non-construction companies, it's a strong choice. However, construction CFOs evaluating options beyond Adaptive consistently hit the same wall: Adaptive was not designed around job costing, phased project budgets, or field-initiated expense capture. Construction expense management demands that every dollar ties back to a specific job, cost code, and phase. When a superintendent submits a fuel receipt from a job site, that transaction must flow through an approval chain and land in the correct cost code inside Sage 300 CRE, Procore, or Vista.
Key Differences Between General-Purpose and Construction Platforms
General-purpose platforms like Adaptive require custom configuration to add job-cost coding at the point of capture, while construction-specific solutions provide native cost-code fields on every transaction. Adaptive offers limited construction ERP integration, typically via middleware, whereas purpose-built tools integrate directly with Sage, Vista, and Procore. Field and mobile expense capture in Adaptive is basic; construction platforms are built for field crews with offline capability. Approval routing in Adaptive uses a generic workflow builder, but construction tools route by project manager, superintendent, or controller. Committed cost visibility and AIA compliance are not standard in Adaptive but are designed into construction-specific platforms. Budget-to-actual reporting by cost code requires a BI layer in Adaptive; construction tools provide native dashboards per project and phase.
When Each Option Makes Sense
Adaptive may be enough when your company primarily needs corporate-level budgeting and forecasting, you have fewer than 10 active projects with minimal field expense activity, your finance team already runs Workday and needs tight planning integration, or job-cost tracking is handled entirely inside your construction ERP. A construction-specific solution is necessary when field teams submit expenses daily across dozens of active job sites, every receipt must map to a job number, cost code, and phase before approval, you need real-time committed cost visibility to prevent budget overruns mid-project, your ERP is Sage 300 CRE, Viewpoint Vista, or Procore and you need direct sync, approval chains differ by project value, superintendent, or project manager, or you're preparing for audits that require project-level expense documentation.
How Vergo handles this
Vergo is an AI-native, card-agnostic expense management platform built for construction workflows. You connect your existing cards with no re-issuing or banking change, and transactions are ready to code the moment they happen. Vergo proposes the coding by inference from your own accounting structure and job-cost history — no rule library to build, and new vendors are coded on first sight. Every coding shows why it was chosen, so a reviewer confirms in seconds instead of re-coding by hand. Approval workflows are optional and fit how you already control spend: route by GL account, by amount, or by project, or skip approval flows entirely and let policy flags catch only what breaks a rule. Employees handle everything by text message — no app to download, no portal login — and Vergo chases missing receipts itself. Card spend, employee reimbursements, and AP invoices run through one coding model, and once transactions clear, they sync into your accounting or ERP software. Vergo integrates with every ERP and accounting software.
Does the AI read the receipt, or just the header?
This is where AI-native coding separates from OCR. OCR lifts the vendor, the date and the total off the top of the receipt, then hands the coding back to a person. Vergo reads the receipt itself, line by line, and predicts the coding from what was actually bought — the job, the phase and cost code, and the cost type — not just the vendor name on the header. One run to a supply house can be several cost codes across its lines, and header-level capture cannot see that. Every coding shows why it was chosen, so review means confirming in seconds rather than re-coding by hand.
Related questions
- What are the top expense management tools for construction companies in 2025?
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Can the software predict the coding from a receipt?
Yes. Vergo reads the receipt itself, line by line, and predicts the coding from what was actually bought — the job, the phase and cost code, and the cost type — not just the vendor name on the header. A reviewer confirms rather than codes, and the reasoning is shown alongside each suggestion.
Frequently Asked Questions
Does Adaptive integrate with Sage 300 CRE or Viewpoint Vista?
Most companies bridge the gap using middleware or CSV exports, which introduces manual work and delays. Construction-specific platforms like Vergo provide direct, bidirectional sync with these ERPs out of the box.
What do construction companies dislike about Adaptive for expense management?
Construction teams most commonly cite the lack of native job-cost coding, no field-friendly mobile capture for crews, and the inability to route approvals by project or superintendent. Building these workflows in Adaptive requires heavy customization, ongoing maintenance, and typically a consultant — adding cost and fragility.
Can Adaptive track committed costs by job and cost code?
Construction CFOs typically need to pull this data from their ERP or use a construction-specific expense platform that captures commitments as they occur.
Is Vergo better than Ramp or Brex for construction expense management?
Ramp and Brex are excellent general corporate card and expense platforms. However, they lack native job-cost coding, construction ERP integration, and project-based approval routing. Vergo is purpose-built for construction, so every expense ties directly to a job, phase, and cost code from the moment of capture.
How long does it take to switch from Adaptive to a construction expense platform?
Most construction companies can implement a construction-specific expense platform like Vergo in two to four weeks. The timeline depends on ERP integration complexity and the number of active projects. Because Vergo maps directly to construction chart-of-accounts structures, migration is significantly faster than configuring a horizontal tool.



