VaughnSystems & Development

VSD Field Intelligence / Solar

Evidence in.Decision out.

VSD converts mixed field records into prioritized, traceable, and human-verified turnover intelligence for utility-scale solar teams. See what is ready, what is missing, and what should happen next.

Start the $500 scan Open synthetic demonstration
AI-assisted organizationHuman accountabilityField-informed judgment

The missing decision layer

Your platform stores the work.
VSD interrogates the evidence.

VSD is designed to work beside Procore and other project systems—not replace them. The difference is the cross-source review that turns disconnected records into a defensible readiness position.

Project platforms

System of record

  • Collect and centralize files
  • Assign work and track activity
  • Document individual records
  • Support project communication
VSD Field Assurance

System of decision

  • Cross-check photos, forms, logs, and redlines
  • Connect findings to location and closeout proof
  • Flag missing, duplicate, or conflicting evidence
  • Deliver a prioritized, human-verified decision brief

Controlled workflow

From field mess to leadership signal.

The public promise is simple. The private review method stays protected.

01

Ingest

Collect the submitted photos, punch lists, inspection forms, daily reports, redlines, and turnover requirements.

02

Connect

Organize evidence by discipline and location, group duplicates, and expose missing or conflicting links.

03

Verify

Tamrious reviews field context, priority, recommendation, and escalation language before anything is released.

04

Decide

Leadership receives a concise action list, evidence register, and documented readiness recommendation.

Synthetic case file

Proof without exposing the playbook.

View the full demonstration
FindingDisciplinePriorityEvidence condition
F-001A3-R17MechanicalHighTorque evidence does not reconcile across the reviewed sample.
F-004CB-12ElectricalHighField conductor identification conflicts with the current redline schedule.
F-005INV-03ElectricalMediumTermination record is present but required verification is incomplete.

Synthetic demonstration. All project names, quantities, findings, and evidence are fictional. This is not an inspection, engineering certification, commissioning approval, or active-project determination.

Pilot service / VSD—F01$500

Fixed fee

Accessible entry point

Field Evidence Scan

Start with one defined problem. VSD reviews a controlled evidence package and returns the clearest next decisions without forcing a full audit or long engagement.

Included

  • One defined project area or workstream
  • Up to 50 submitted findings or evidence items
  • Prioritized field-finding register
  • Missing-evidence and conflict flags
  • Concise executive decision brief
  • Target: two business days after Ready-to-Review confirmation

Boundaries

  • No site visit or physical inspection
  • No engineering, surveying, or code certification
  • No final acceptance or commissioning approval
  • No corrective field work or platform data entry
Request the scan Call or text (256) 762-7845
Scope, confidentiality, payment, and delivery terms are confirmed in writing before review begins.

Protected by design

Public proof.
Private method.

01

Client ownership

Your project information, drawings, evidence, and original ideas remain yours.

02

Controlled intake

Use redacted samples first. Confidential material is accepted only through an agreed process.

03

VSD intellectual property

VSD's prompts, scoring logic, rules, schemas, templates, and reusable methods remain private VSD property.

04

Authorized acceptance

Final field acceptance remains with the owner, engineer, contractor, or other authorized project party.

Bring one real problem

Let the evidence
show the next move.

Start with a redacted sample package or request the synthetic walk-through. VSD will confirm fit before accepting payment or project information.

Start a confidential conversation