Xorvazqulith AI is an intelligent operations platform for outsourced business support providers: document processing, data entry, contact handling, mailing and administrative service teams. It unifies service intake, quotations, work allocation, document processing, quality assurance, delivery and billing in one connected workspace. With AI-assisted record counts, field extraction, exception tracking and source-to-invoice traceability, Xorvazqulith AI helps teams catch incomplete inputs early, reduce rework, and bill only what the client has accepted.
see how it worksthe operations view
The Xorvazqulith AI dashboard brings active jobs, at-risk deadlines, daily processing trends, AI-assisted extraction and reconciliation, error highlights and pending invoices into one centralized view. It surfaces missing documents, delayed clarifications and capacity pressure while recommending the next best actions—helping operations directors and supervisors prioritize work, protect delivery commitments and reconcile accepted output against billing.
6 jobs flagged as likely to miss their deadlines, so supervisors can reassign capacity or chase client clarifications before work goes overdue.
operations impact & roi
AI-powered operations performanceFewer document errors and missing fields
AI-assisted extraction, source matching, and field validation help reduce incorrect entries before they reach quality review.
Less manual checking and coordination
Reduce repetitive document entry, job assignment checks, client follow-ups, and record reconciliation across service operations.
Manage more work without proportional staffing growth
Improve workload distribution, reduce rework, and coordinate more client requests through connected service execution and delivery.
Note: Illustrative figures for an AI-powered business support workspace, not measured customer results.
book a demo
Book a 45-minute walkthrough of Xorvazqulith AI. Pick a time, tell us who you are, choose the modules you’d like to see — we’ll meet you where you are, whether you’re scoping a diagnostic sprint or closing out a benefit review.
Prefer to talk first? send us an email — we answer every note with care, usually the same day.
A focused walkthrough of Xorvazqulith AI on the work your team runs: service intake, quotations, work allocation, document processing, quality assurance, service delivery, and billing — end to end.
45 minutes · video call
November 2026
the complete service lifecycle
Xorvazqulith AI connects all seven operational modules — Service Intake, Quotations, Work Allocation, Document Processing, Quality Assurance, Service Delivery, and Billing — into one unified platform. From the initial client request to the final invoice, every stage stays connected through source references, AI-assisted checks, and supervisor oversight. The dashboard provides real-time visibility into active jobs, deadlines at risk, processing trends, and pending invoices, helping teams deliver accurate, traceable work and settle it correctly.
service intake
Capture client requests, transmittal sheets, purchase orders and source files in one place. AI counts received documents against the declared quantity, flags missing pages, duplicates and unclear instructions, and confirms scope and authorization before a job is accepted.
quotations
Estimate processing minutes per record, labor-hours, materials and turnaround from the accepted quantity. AI applies the client rate card or SOW pricing, checks staff capacity, and produces a clear quotation before any work is assigned.
work allocation
Divide accepted batches among operators and shifts using skills, availability and priority. Live assignment records prevent the same batch from being given to two people and show backlog, carryover and overdue jobs at a glance.
document processing
Process invoices, forms and transcripts side by side with the source. AI extracts invoice numbers, dates, amounts and references, highlights fields that need verification, and keeps every output linked to its original document, batch and row.
quality assurance
Review completed records against source documents using full checks on critical fields and sampling on lower-risk work. Defects are returned with the source reference attached, corrections are tracked, and release authorization is recorded.
service delivery
Send approved outputs through the client-authorized method and keep proof of delivery. Delivery manifests, acknowledgments and carried-forward items stay linked to each job, so accepted, rejected and pending volumes are always clear.
billing
Reconcile received, processed, accepted and delivered quantities against contract rates. AI prepares invoice support, flags unbilled completed work and disputed counts, and tracks remittances so receivables and job closure stay accurate.
how it works
Xorvazqulith AI connects the whole business support workflow in one intelligent platform. From verifying client requests and estimating work to processing records, checking quality, delivering output and invoicing, AI supports every stage while supervisors and reviewers keep control of critical decisions.
Traditional offices vs Xorvazqulith AI
Traditional offices run on telephone calls, fax, printed job sheets, shared folders and spreadsheets, so counts, instructions and approvals get lost between handoffs. Xorvazqulith AI connects multiple AI models to specific support tasks—request intake, scope checks, field extraction, exception tracking, quality matching and invoice support—while supervisors and reviewers stay in control.
Tap a step to see why that model runs it
Reads client emails, purchase orders, transmittal sheets and instructions to extract the work type, quantities, deadlines and handling requirements into a structured job record.
Compares each request against the MSA, SOW and rate card to confirm authorized scope, flag missing information and draft clarification questions before the job is accepted.
Processes invoices, forms and scanned records to extract supplier IDs, invoice numbers, dates, amounts and references while preserving the link to the original page.
Analyzes scanned pages and images to flag unreadable references, skipped pages and repeated documents so operators can hold them as exceptions instead of guessing.
Checks received against completed, pending and cancelled counts and compares output values with verified source amounts to surface mismatches early.
Writes clarification requests, status updates and delivery notes from the job record, keeping every statement tied to the counts and references on file.
Links each reviewed record to its source document, batch and row, and tracks defects, corrections and re-checks so acceptance can be proven.
Assembles accepted quantities, contract rates, delivery proof and rework exclusions into invoice support and a close-out package for billing review.
One verified job record, intake to invoice
Traceable source references · supervisor approval
Also routable: Qwen · Grok · Llama · Cohere — or any compatible private domain model you host.
Note: Model names and marks are the property of their owners and appear here to say which APIs a workflow step can be routed to. No endorsement or partnership is implied.
Connectivity
Xorvazqulith AI connects with the tools your support teams already use. From client email and shared folders to invoices, spreadsheets, signed orders, job tickets, reporting and billing, every integration helps keep one connected, AI-powered job workflow without disrupting existing systems.
Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied. These are recommended integration targets, not existing confirmed integrations; the top row is the proposed initial set and customers connect only the services they use. Integration availability depends on existing systems, licences, API access, vendor approval, security configuration and implementation scope.
standards & compliance
Xorvazqulith AI supports business support workflows with controlled document handling, source-to-output traceability, documented quality checks, and information security. Applicable rules depend on the service line: a mailroom, a telephone answering service and a collection agency are not regulated alike.
Supports documented job procedures, defect and rework logs, corrective actions and consistent quality records for administrative and document services.
Supports controlled access to client documents, traceable handling from intake to delivery, and records for incident and retention requirements.
Supports attribute sampling plans for lower-risk work, with sample sizes, defects and accept/reject decisions recorded per batch where a sampling plan is agreed.
Supports access controls, activity records and incident tracking for providers acting as business associates under a signed BAA; it does not apply to every engagement.
Supports contact logging, dispute tracking and validation-notice records for collection agencies covered by these rules.
Note: Xorvazqulith AI provides technical capabilities that support these standards and requirements. It is not itself certified against them, it does not independently certify your practice as compliant, and availability may depend on product configuration, configured integrations and customer operating practices.
Agent Care
Xorvazqulith AI agents automate intake checks, field extraction, exception tracking and billing support. Nestack Agent Care plays the other side: it catalogues how AI agents fail, tests them against baseline evaluation cases, and monitors them continuously so errors are caught before they reach a client.
Agent Care metrics
One unified platform
Failure modes
Catalogued failure modes in the Nestack Agent Care playbook.
SEV-1 failure modes
Failure modes rated at the highest severity level.
Baseline eval cases
Baseline evaluation cases used to test agent behavior.
Agent monitoring
Continuous monitoring of deployed AI agents.
Agent failure modes, evaluations and monitoring on one platform.
add-ons
Optional, generic equipment that feeds the modules you already use — matched to how assessors identify equipment, samples and physical evidence.
Scan invoices, purchase orders, contracts, and paper records into digital files. Xorvazqulith AI uses these scanned documents for AI-powered data extraction, intake verification, document processing, and quality checks, reducing manual entry and improving source-to-output traceability.
Note: Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.
Our prices
The whole operation
$200/mo
Xorvazqulith AI runs on a single monthly subscription, covering every job your team handles — from the first client request through service intake, quotations, work allocation, document processing, quality assurance, delivery and billing.
Onboarding is a separate one-time fee, set out below.
onboarding
A one-time setup that gets your practice live before the first monthly cycle: we import your firm's examination methodology library, failure taxonomy, and branded report templates, connect the document management, evidence storage, and calibration record systems your experts already use, and configure every Xorvazqulith AI module around how your assessments are scoped, examined, and delivered. Each fee below is a STARTING point; we scope the final onboarding once we understand your environment, security needs, integrations, data volume, compliance requirements and deployment model.
$1,000+one-time
Your setup includes:
$2,500+one-time
Everything in Essential, plus:
$5,000+one-time
Everything in Plus, plus:
how it runs
Same platform, same ongoing subscription price. Only the onboarding may differ by your requirements.
Runs in Nestack's managed cloud, with hosting, scaling, updates and backups handled for you. The fastest way to start: discovery interviews are being transcribed and evidence indexed without any infrastructure to stand up.
The same platform deployed inside your client's own cloud, VPC or on-prem environment — for regulated operations, board-level programmes and engagements bound by strict data-handling terms. Their operating data never leaves their environment, and the monthly subscription stays exactly the same.
Note: The subscription is identical on either model; only the onboarding scope differs by your security and deployment requirements.
before you subscribe
Before a practice signs, partners want straight answers on price, risk, payoff and support. These are written for that conversation — not a module tour.
Xorvazqulith AI operates on a single flat practice subscription of $200/mo covering all 8 core platform modules—from Case Intake and Assessment Planning to Findings Analysis, Expert Reporting, and Quality Assurance. Your platform fee does not spike with additional case files, active assets, or report generations. AI compute is billed on a transparent pass-through recharge balance, ensuring your monthly software overhead remains predictable whether your practice handles 5 major investigations or 50.
Your monthly subscription grants full, unrestricted access to the complete workspace: case triage, evidence centralization, automated examination scheduling, AI root-cause correlation, and audit-ready report generation. Onboarding is a one-time structured setup where our engineering specialists import your firm's specific examination methodologies, custom failure taxonomies, and branded report templates so your investigators hit the ground running without downtime.
Every finding in Xorvazqulith AI is strictly deterministic and evidence-grounded. The system never speculates or fabricates: every conclusion is linked directly to underlying CAD drawings, lab assay results, NDT scans, or calibrated sensor data with cryptographic audit timestamps. Built-in Human-in-the-Loop gates and the Quality Assurance module enforce multi-stage peer review before release, ensuring zero unverified claims ever reach a client or courtroom.
Yes, without exception. Xorvazqulith AI enforces enterprise-grade encryption in transit and at rest with strict multi-tenant isolation. Your proprietary inspection records, failure logs, and client documents are never used to train public AI foundation models. We support private cloud and dedicated enterprise hosting options with complete data sovereignty and zero external retention.
Static documents and file shares cannot cross-verify empirical evidence. In typical failure investigations, senior engineers waste 35% to 45% of their billable hours manually cross-referencing lab numbers, re-checking tolerance deviations, and compiling photo appendices across disconnected tools. Xorvazqulith AI connects the entire investigative lineage on a single digital thread—slashing report compilation time by more than half while eliminating citation errors that unravel during depositions.
Most technical assessment practices recoup the annual cost of Xorvazqulith AI on their very first complex investigation. By automating initial evidence extraction, streamlining method scheduling, and generating audit-ready report drafts in minutes instead of days, principal engineers save 15 to 25 billable hours per case. This allows your team to take on higher case volumes and protect project margins without adding administrative headcount.
Yes. Xorvazqulith AI is engineered to adapt to how your senior experts already work. During onboarding, we map your firm's specialized examination protocols (visual wear, NDT, metallurgical, vibration, oil contamination), custom failure codes, and branded report styles directly into the workflow. Your exported deliverables preserve your firm's exact executive summary structure, legal disclaimers, and formatting standards.
Most investigation teams are fully live and running active cases within 3 to 5 business days. Because the interface mirrors standard forensic investigation workflows (Intake → Planning → Examination → Analysis → Reporting → QA), your investigators do not need lengthy software training. You can intake a new client brief on day one and generate a defensible, peer-reviewed report by the end of the week.
Still weighing it up? book a walkthrough or send us a message — we’ll answer with care and clarity.
