How do we turn a services roll-up into a hold-period EBITDA story?
Margin visibility, crew by crew.
Corvana is the AI consultant for PE-backed energy services platforms — vegetation management, T&D construction, metering, substation build. Aria reads your field-ops stack, dispatch, billing, and HR systems, quantifies labor leakage and invoice friction in dollars, and ships an exit-ready operating narrative. Built for 3-to-7-year holds where labor productivity is the thesis.
What Aria does in Energy services.
- 01 / 04CapabilityEBITDA-first, not operations-first
EBITDA-first, not operations-first
Aria’s outputs are written in the language of the hold model. Every wedge carries a run-rate number, an owner, and a time-to-impact. The operating partner reads the same document the portco CEO does, and neither one has to translate.
- 02 / 04CapabilityCrew-level, not company-level
Crew-level, not company-level
Platform averages hide the story. Aria reports billable utilization, per-mile capture, and overtime concentration down to the crew and the branch. The high-performing district gets defended. The chronic underperformer gets named. Neither is guessed at.
- 03 / 04CapabilityEngineered for roll-up PMI
Engineered for roll-up PMI
Every bolt-on brings a different dispatch system, a different job-cost structure, a different chart of accounts. Aria runs a PMI track in parallel with the operating diagnostic — systems consolidation, data normalization, crew integration — so the synergy line in the model actually arrives.
- 04 / 04CapabilityExit-ready from day one
Exit-ready from day one
The monthly EBITDA ledger Aria maintains becomes the artifact the banker and the QofE provider ask for in diligence. Buyers pay for a clean operating narrative. Corvana’s posture is that the narrative is built continuously, not assembled in the six months before a sale process.
How Aria runs Energy services, end to end.
- Thesis
Anchor the engagement in the fund thesis.
The operating partner, portco CEO, and CFO write the diagnostic against the hold model. Which levers did underwriting promise — billable utilization, per-mile capture, PMI synergy, bolt-on integration? Aria’s Assessment is scoped to answer those levers in dollars, not in generic operational metrics.
Artifact · Thesis-aligned diagnostic scopeThesis-aligned diagnostic scopeObserving- Crew billable utilization-$12.0M annualized
- Per-mile vegetation billing-$3.8M annualized
- Fleet utilization-$2.4M carrying cost
- Observe
Read the stack that actually runs crews.
Aria connects to the dispatch system, the mobile app field crews use, payroll, fleet telematics, the job-costing and billing engine, and the utility-customer MSA portals. Also Slack, email, and whatever the 40-person ops team uses to coordinate outside the official system of record.
Artifact · Field-ops observation mapField-ops observation mapMapping- Per-mile vegetation billing-$3.8M annualized
- Fleet utilization-$2.4M carrying cost
- Subcontractor approval latency-$1.6M penalty and revenue slip
- Diagnose
Dollarize labor, billing, and fleet leakage.
Aria quantifies crew-by-crew billable utilization, per-mile and per-job invoice leakage, fleet-utilization gaps, overtime concentration, and subcontractor approval latency. Each gap carries a run-rate EBITDA number and the operational owner. The report speaks to the fund, not to a software committee.
Artifact · Crew-level EBITDA ledgerCrew-level EBITDA ledgerRanking- Fleet utilization-$2.4M carrying cost
- Subcontractor approval latency-$1.6M penalty and revenue slip
- Bolt-on PMI, acquisition 3+$2.1M ahead of plan
- Deploy
Agents on the highest-motion wedge first.
Billable-utilization recovery and per-mile billing audit are usually the top two. Aria deploys agents against the dispatch workflow, the mobile app, and the invoice reconciliation loop. PMI of a recent bolt-on gets its own track: systems consolidation, chart-of-accounts alignment, crew-data normalization.
Artifact · 90-day deployment plan90-day deployment planDeploying- Fleet utilization-$2.4M carrying cost
- Subcontractor approval latency-$1.6M penalty and revenue slip
- Bolt-on PMI, acquisition 3+$2.1M ahead of plan
- Prove
Exit-ready operating narrative, quarter by quarter.
Aria ships a monthly EBITDA-motion readout the fund can put in front of the LP base and, eventually, the buyer’s QofE team. Baseline, intervention, measured run-rate delta, attribution. The operating story that used to live in a CFO’s head now lives in a defensible ledger.
Artifact · Quarterly EBITDA ledgerQuarterly EBITDA ledgerProving- Fleet utilization-$2.4M carrying cost
- Subcontractor approval latency-$1.6M penalty and revenue slip
- Bolt-on PMI, acquisition 3+$2.1M ahead of plan
“Hold-period value is not found in a deck. It is found in a crew-level ledger.”Aria methodology · Energy services
What Aria ships.
Every engagement surfaces as a live Synapse workspace. The readout below is how Energy services looks the week it ships — scenario data from the published live demo.
- Crew billable utilizationCriticalPlatform average 68 percent billable against a 78 percent underwriting target; two operating brands below 62 percent, one above plan-$12.0M annualized
- Per-mile vegetation billingCriticalInvoice audit against GPS-traced miles shows 14 percent leakage on the two largest utility MSAs; dispute response exceeds contract SLA-$3.8M annualized
- Fleet utilizationWatchTelematics shows 22 percent of trucks under 40 percent utilization over trailing 90 days; lease-return opportunity on 118 units-$2.4M carrying cost
- Subcontractor approval latencyWatchMedian 11 business days from utility-customer request to approved sub on-site; two MSAs assess per-day penalty on overage-$1.6M penalty and revenue slip
- Bolt-on PMI, acquisition 3On trackCrew data normalized into platform dispatch 90 days ahead of hold-model milestone; synergy run-rate ahead of underwriting+$2.1M ahead of plan
Setting a new standard for operating intelligence.
“The findings were gold.”VP · Electric Grid Operations
- Client
- Fortune 500 energy utility
- 20,000+ employees · U.S. regulated utility
- Scope
- Electric Grid Operations
- Three-week diagnostic
- What Aria found
- Fifteen automations identified. Eighty percent of operational time mapped to repetitive work — all sized, ranked and handed off to the operating team.
What you leave with.
Artifacts that outlive the engagement — every deliverable grounded in the operating model Aria builds during the assessment, maintained live after close.
- Crew-level EBITDA ledger with billable-utilization, per-mile, and fleet attribution
- Invoice-audit agent reconciling field telemetry against utility-customer MSA billing
- PMI playbook for bolt-on integration: systems, data, crew consolidation on a hold-model timeline
- Monthly EBITDA-motion readout formatted for LP updates and QofE diligence
Explore the surfaces behind every engagement.
Every Aria engagement rides on the same four product surfaces — whichever solution you scope, you get the same assessment cadence, agent deployment, interview system, and research model.
- Operating readoutOperating readout
Assessment & Diagnosis
The six-week operational intelligence assessment behind every engagement.
Explore - Autonomous agentsKYC triage agentLiveThroughput+38%Cycle time−44%Exceptions2Running
Agent Deployment
Custom AI agents that ship against measured waste — success criteria up front.
Explore - Conversation intelligenceARA
Stakeholder Interviews
Aria runs targeted operator interviews to close the gaps the systems can’t fill.
Explore - ResearchMcKinsey 7SSCORPorter 5FBLSFREDIBISWorldAPQC PCF
Aria V1 Research Model
Utility-operations depth, forty-plus frameworks, eighteen named benchmark sources.
Explore
The questions buyers ask before signing.
If the answer isn't here, ask Aria in the live demo — Aria will answer with the same benchmark discipline the engagement uses.
Who signs the engagement — the fund or the portco?
Typically both. The operating partner at the fund anchors the diagnostic to the hold thesis. The portco CEO and CFO own the operational execution and the deployment decisions. Aria’s outputs are written so neither audience has to translate for the other.How does Corvana handle billing audits against utility customers?
Aria reconciles GPS-traced miles, crew hours, and completed job records against MSA billing terms. Leakage is surfaced line-by-line with evidence the AR team can send back in a dispute. This is often the fastest-moving wedge in the first hold year.What does roll-up PMI look like with Aria?
Aria runs a dedicated PMI track for each bolt-on: dispatch consolidation, chart-of-accounts normalization, crew-data integration, payroll alignment. The track is timed against the hold-model synergy curve so the underwriting assumption is met on schedule, not missed.Does Aria work with our existing field-ops systems?
Yes. Aria reads from the dispatch platform, the mobile crew app, fleet telematics, payroll, job-costing, and utility-customer MSA portals under existing permissions. We do not require a systems replacement. If the platform has four dispatch systems from four acquisitions, Aria reads all four.How does this survive a QofE process?
Because the EBITDA ledger is built continuously, with crew-level attribution and source-system provenance, the QofE provider receives an already-reconciled operating narrative. Run-rate claims carry evidence. Management adjustments are substantiated, not asserted.How fast can we see impact in hold year 1?
Billable-utilization recovery and per-mile invoice leakage typically move within the first two quarters of deployment. Fleet rationalization follows, gated by lease terms. PMI synergy runs on its own curve tied to the acquisition close date.Is this for vegetation platforms only, or wider field services?
Wider. Vegetation, T&D construction, metering services, substation build, and utility-adjacent infrastructure services all share the same operating shape — W2 field labor, per-job or per-mile billing, fleet intensity, utility-customer MSAs. The diagnostic adapts to the mix.
Margin visibility, crew by crew.
Book a demo and see how Aria works through Energy services.
Every utility operation, one Aria.
Energy services is one of ten wedges Aria runs inside a utility, plus two buyer-type framings. Every wedge rides the same assessment cadence, the same agent deployment posture, the same prudence-ready evidence discipline.
- By areaAssessmentA six-week, sole-sourceable diagnostic that quantifies operating leakage in dollars across the IT-adjacent stack.Read
- By areaVegetationCycle compliance, crew productivity, and FERC-auditable evidence reconciled across LiDAR, satellite, and field crews.Read
- By areaStormStorm-room decision velocity, ETR accuracy, and mutual aid coordination in one audited restoration ledger.Read
- By areaField dispatchCrew-to-work matching, parts-on-truck reconciliation, and one-touch close-out across every truck roll.Read
- By areaAsset managementRisk-ranked asset replacement, condition data reconciliation, and deferred-failure cost quantified in dollars.Read
- By areaCustomer operationsCIS, MDM, and CCS reconciliation with high-bill deflection and AMI event triage at scale.Read
- By areaSupply chainInventory, work-plan demand, and vendor pipeline reconciled into one weeks-of-coverage ledger.Read
- By areaMeetingsStorm calls, steering committees, and war-room decisions captured and translated to accountable tickets.Read
- By areaMemoryTribal knowledge captured as structured SOPs, root-cause reasoning, and interview archives before the retirement cliff.Read
- By areaRegulatoryRate-case evidence instrumented at the source so every operational claim is prudence-ready in testimony.Read
- By typeUtilitiesAria deploys inside IOUs, munis, and co-ops with audit-ready, prudence-tested evidence.Read