BuildOps + HighRadius integration
BuildOps + HighRadius — commercial AR automation, done right
For $20M+ commercial contractors, HighRadius is the right answer for AR automation. The hard part is the data underneath. This is the productized version of a live Level engagement.
The problem
HighRadius is sold as the answer for commercial AR automation. But HighRadius doesn't connect to one system — it has to be stitched together across your operational system (BuildOps), your accounting system (Spectrum, Sage Intacct, or QuickBooks), and the bank channels feeding cash in. Each of those holds a different source of truth: BuildOps owns the operational context (jobs, properties, customer hierarchy, retainage logic), the accounting system owns the financial truth (open invoices, applied cash, retainage held), and the bank lockbox owns the payment data. HighRadius needs ALL THREE to do its job. Without a unified data layer stitching them, HighRadius's match rate stays under 60% and your collections team does manual cash app anyway.
Why this integration matters
A commercial contractor with $5M open AR and 60-day DSO is carrying ~$1.5M in cash that should be in the bank. At 8% cost of capital, that's ~$120K/year of pure financing drag. The cure is faster, higher-fidelity collections.
HighRadius is the right answer for $20M+ AR portfolios. But HighRadius is structurally a downstream tool — it runs on whatever data the upstream stack chooses to give it. If BuildOps owns operational truth, Spectrum or Intacct owns financial truth, and they don't talk natively, HighRadius gets fragmented data.
Specifically: customer master is in BuildOps with property hierarchy, in the ERP with billing entities, and in HighRadius with collections personas. Without explicit stitching, the three diverge. Match logic fails on commercial customers with multiple properties because HighRadius doesn't see the property layer that BuildOps holds.
Retainage compounds the problem. When a customer pays the invoice minus retainage, HighRadius (without retainage signal upstream) flags a deduction and routes to a dispute workflow. Multiply by hundreds of retainage payments per month and your collections team is drowning in false-positive disputes — disputes that aren't disputes at all, just retainage held back per contract.
And the third-party tool ROI question becomes painful: you're paying real money for HighRadius, but you're still doing the manual cash-app work the tool was supposed to eliminate. Not because HighRadius is broken — because the data underneath it was never stitched.
What the native / direct BuildOps → HighRadius integration does
Capability matrix based on public API documentation and Level's hands-on integration work. Factual, not editorial.
| Capability | Status | Detail |
|---|---|---|
| Customer master sync (ERP → HighRadius) | Yes | HighRadius pulls customer master from supported ERPs (Intacct, NetSuite, QBO at light tier). Quality depends on what the FSM-to-ERP sync sends. |
| Open AR feed (ERP → HighRadius) | Yes | Open AR refreshes daily / hourly depending on configuration; powers the workspace for cash app + collections. |
| Lockbox / ACH ingest | Yes | Multi-channel — lockbox files (BAI2), ACH detail (CTX/CCD+), wires, customer portal payments. |
| ML-assisted cash application | Yes | HighRadius's match engine improves with training; baseline match rates 70–85% on clean data. |
| Property hierarchy preservation (BuildOps → ERP → HighRadius) | No | BuildOps supports customer → property → job. Most ERPs (and native FSM-to-ERP syncs) flatten to customer only. HighRadius doesn't see the property layer. |
| Retainage as first-class concept | No | HighRadius can be configured to handle short-pays for retainage, but only if the upstream data flags which invoices have retainage and by how much. Native syncs don't. |
| Invoice number consistency BuildOps → GL → HighRadius | Partial | Native syncs sometimes renumber invoices during posting. HighRadius matches by invoice number — drift breaks application. |
| Service vs project AR segmentation | No | HighRadius can run separate Collections strategies, but only if upstream data tags invoice type. Out-of-the-box, all invoices look the same. |
Where the native sync breaks
These aren't opinions. They're the documented gaps between BuildOps's data model and HighRadius's — the places where a contractor's month-end and job-profitability reports lose accuracy.
Customer master fragmentation across BuildOps → ERP → HighRadius
BuildOps holds customer → property → job. ERP holds customer → entity. HighRadius expects one customer master per entity with clean parent/child. Without a unified data layer mapping these, commercial customers with multiple properties get duplicate customer records, application logic fails, and collectors waste time chasing the wrong contact.
What it costs you: Cash application auto-match rate drops below 60%. Collections team manually applies ~40% of payments — defeats the purpose of HighRadius.
Invoice number renumbering on sync
When BuildOps invoices post to the GL, some sync configurations renumber them (BuildOps INV-12345 → GL Invoice 9876). HighRadius matches payments to invoices by number. If the customer's check references INV-12345 but the open AR shows 9876, the match fails.
What it costs you: Failed matches feed the manual-review queue. Average 2–4 hours/day on a $20M AR base.
Retainage short-pays flagged as deductions
Customer pays $90K against a $100K invoice with 10% retainage. HighRadius (without retainage configuration upstream) interprets this as a $10K deduction and routes to the dispute workflow. Real deductions get buried in false positives.
What it costs you: Dispute resolution team workload inflates 3–5x; real disputes (back-charges, credits) lose priority.
Service vs project AR collected with one cadence
Service invoices (small, many, net-30) and project AIA invoices (large, retainage-laden, net-60-90+) need different dunning cadences. Without invoice-type tagging upstream, HighRadius Collections runs one strategy across both — too aggressive for project work, too lenient for service.
What it costs you: Service AR ages further; project relationships get strained by inappropriate dunning emails.
Lockbox file customer name mismatch
Bank lockbox files reference customer name as the payor wrote it on the check. Real-world variation (DBAs, subsidiaries, mis-spellings) means HighRadius's name-matching ML has to do real work. If the customer master in HighRadius is fragmented (see #1), the ML can't learn cleanly.
What it costs you: Match rate stays in the 60s instead of climbing to 85%+ over time.
Level's approach
Stitch BuildOps + your ERP + HighRadius into one source of AR truth
Level's data layer holds BuildOps (operational SoT: customer hierarchy, property, job, retainage logic, invoice type), the ERP (financial SoT: open invoices, applied cash, retainage held, AR aging), and HighRadius (collections SoT: customer personas, dispute history, promise-to-pay) — and reconciles all three against a shared canonical model.
Customer hierarchy is preserved end-to-end. A commercial customer with 12 properties shows up in HighRadius as one customer with 12 ship-to locations, not 12 separate customer records — because Level's layer holds the BuildOps property hierarchy and feeds it through to HighRadius.
Invoice numbering is canonical: BuildOps INV-12345 = ERP INV-12345 = HighRadius INV-12345. No drift, no manual re-keying. Match rates rise from sub-60% to 85%+ over time.
Retainage is communicated as a first-class field on every project AIA invoice. HighRadius's deduction logic learns that a 10% short-pay against a retainage-marked invoice is expected, not a dispute. False-positive dispute volume drops 80%+; collectors get to focus on real disputes.
Service AR and project AR carry distinct tags so HighRadius runs the right collections cadence for each — assertive on aged service AR, relationship-aware on long-cycle project AIA invoices.
Cash application back-posts to the GL with the original BuildOps reference preserved. Daily three-way reconciliation: BuildOps AR ↔ ERP AR ↔ HighRadius AR. Discrepancies surface in hours, not weeks.
Step 1
Ingest 3 SoTs
BuildOps (ops) + ERP (financial) + HighRadius (collections) + bank lockbox
Step 2
Stitch
Customer hierarchy from BuildOps; invoice status from ERP; retainage + invoice-type tagged
Step 3
Publish to HighRadius
Clean customer + open AR feed with all the context HighRadius needs to match correctly
Step 4
Reconcile back
Cash app posts to GL with BuildOps reference; daily three-way reconciliation
AI and agentic workflows the unified data layer unlocks
Once BuildOps and HighRadius share one source of truth, agentic workflows that were impossible before become straightforward. Humans set policy; agents execute.
Agentic collections
An agent reviews aged AR daily, drafts customer-appropriate dunning email or call script per invoice context (service vs project, customer history, balance), and queues for collector review. Collectors approve or edit; the agent sends.
Dispute pre-triage
When HighRadius flags a short-pay, an agent classifies it (retainage / back-charge / disputed scope / payment error) by joining BuildOps job data with the customer's payment history. The dispute team gets pre-categorized work.
Cash application QA
After HighRadius auto-applies a payment, an agent checks the application against BuildOps job context and flags applications that don't match the customer's payment pattern (e.g. customer historically pays oldest first; this one is anomalous).
Promise-to-pay tracking
Agent monitors customer responses to dunning, extracts promise-to-pay commitments, posts them into HighRadius, and follows up automatically as the date approaches.
Month-end close: before Level vs. with Level
A typical close calendar for a $5–15M commercial contractor running BuildOps + HighRadius. Specific timing varies by company; the structural pattern is consistent.
| Close step | Native sync alone | With Level |
|---|---|---|
| BuildOps AR reconciliation | Day 5–10. Manual export from BuildOps; spreadsheet ties out to GL. | Day 1. Reconciled automatically; exceptions surfaced. |
| Retainage ledger reconciliation | Day 8–12. Often skipped; reviewed annually. | Day 2. Reconciled monthly as a managed sub-account. |
| HighRadius applied cash reconciliation | Day 10–15. Cash app team produces a report; CFO reviews. | Day 3. Auto-reconciled; CFO reviews exceptions. |
| AR aging review (net of retainage) | Day 15. Aging report is gross; CFO mentally adjusts. | Day 4. Aging report net of retainage out of the box. |
| Disputes / deductions review | Day 18. Backlog of false positives reviewed together with real disputes. | Day 4. False positives suppressed; only real disputes reviewed. |
| AR-driven cash forecast update | Day 22+ or skipped | Day 5. Forecast rebuilt with AR aging inputs. |
| Total time to close | 18–25 days | ~5 days |
CFO-level insights the unified data layer surfaces
Specific questions Level's data layer can answer monthly that BuildOps alone or HighRadius alone can't — benchmarked against Level's proprietary 2,200+ contractor research.
Which 5 customers represent 60% of our 60+ day AR?
Driven by customer hierarchy + aging net of retainage; surfaces concentration risk Level's dataset benchmarks against peers.
What's our true DSO net of retainage?
Net-of-retainage DSO is the metric that actually matters for cash conversion; benchmarked against Level's contractor research.
Which customers consistently short-pay (non-retainage)?
Pattern recognition across dispute history; surfaces customers worth a pricing conversation.
What's the collection probability curve by aging bucket?
Internal collection-probability curve vs. Level's industry baseline (94% at 30 days dropping to 26% at 12 months).
Where is auto-application failing and why?
Match-failure root cause: customer master, invoice number, retainage, or amount mismatch.
Are we running the right collections strategy by invoice type?
Service vs project AR cadence effectiveness reviewed monthly.
How to start
Custom integration work is included in most Level engagements — it isn't a separate paid implementation gated behind a premium tier. We scope your specific BuildOps ↔ HighRadius setup on a call, agree on the data flows that matter, and stand up the unified data layer as part of your monthly engagement. See full tier breakdown on the pricing page.
Frequently Asked Questions
Is Level a HighRadius reseller?
No. HighRadius is software the customer licenses directly. Level builds and operates the data layer between BuildOps, the GL, and HighRadius — that's where Level's value sits.
Do I need to be on HighRadius for Level to help with AR?
No. Many Level clients run AR collections through a different stack (Versapay, Bill.com AR, or just clean processes inside the GL). HighRadius makes sense at $20M+ AR portfolios; below that, simpler tools work fine.
How long does the integration take to stand up?
Typical timeline for a BuildOps + HighRadius engagement is 30–60 days to first clean cash app cycle, then ongoing operation. Specifics depend on data condition.
Is the integration work charged separately?
Custom integration work is included in most Level engagements. See /pricing for tier details.
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Get BuildOps and HighRadius on the same page
Free audit — we'll review your BuildOps + HighRadius setup and show you where data is breaking down. Free audit included.
No commitment. Real numbers, not generic advice.