Toryqelix AI operations platform background

The complete operations platform
for home maintenance & repair.

Toryqelix AI · Home Maintenance & Repair Services

Toryqelix AI unifies your entire residential repair and maintenance business into one connected platform. It manages the complete service lifecycle—from customer request intake and qualified technician dispatch to margin-protected estimates, mobile work orders, quality inspections, code compliance, and reconciled invoices—keeping your office, field technicians, and clients in sync.

01/The Dashboard Module

Central operational command for your entire service business.

Real-time operational visibility across customer intake, technician dispatch, field work orders, quality approvals, and billing reconciliation in a single unified command hub.

Toryqelix AI operational command center

Core operational pillars

Key capabilities of the Toryqelix AI dashboard

87%
First-Time Fix Rate (FTFR)

Qualified Dispatch & Parts Readiness

Pairs certified technician trade credentials with pre-verified truck stock before booking, raising first-time fix rates and preventing costly repeat trips.

91%
On-Time Arrival Performance

Real-Time Route & Schedule Optimization

Coordinates dispatchers, technicians, and property managers with automated arrival windows, live technician tracking, and dynamic re-routing when emergencies occur.

3.4 Days
Average Scope-to-Invoice Cycle

Governed Work Order to Cash Pipeline

Accelerates billing by seamlessly converting signed estimates and verified field work orders into reconciled invoices without manual re-entry or paperwork delays.

Illustrative operational benchmarks from the Toryqelix AI dashboard across request intake, dispatch scheduling, estimate authorizations, field execution, quality control, compliance audits, and invoice reconciliation — results vary by trade mix and fleet size.

The Nestack Operations Suite

Built for every corner of operations.

Operations move differently in every field, with unique teams, workflows, documents, and decisions. Explore Toryqelix AI alongside specialized sister platforms built for home services and field operations.

The Complete Service Lifecycle

Integrated Modules Built for Every Stage of Home Services.

Every operational phase brought into one cohesive platform—from intake and dispatch to estimate authorizations, verified field execution, quality checks, compliance, and invoicing.

Service Requests — Toryqelix AI
02/Service Requests

Customer Request Intake, Issue Triage & Emergency Screening

Consolidates inbound customer calls, web forms, and tenant tickets into a qualified queue with automated trade classification and emergency triage before dispatch.

  • Multi-Channel Request Intake
  • Emergency Hazard Triage
  • Trade Classification
  • Property & Access Verification
  • Customer History & Warranty Check
Scheduling — Toryqelix AI
03/Scheduling

Technician Dispatch, Route Optimization & Appointment Scheduling

Coordinates field technicians by matching trade licenses, service territories, and truck stock with live appointment windows and route optimization.

  • AI Technician Dispatch Matching
  • Trade Qualification Verification
  • Route & Travel Optimization
  • Live Arrival Windows & Alerts
  • Emergency Work Re-Routing
Estimates — Toryqelix AI
04/Estimates

Scope Estimation, Cost Calculation & Digital Authorizations

Builds margin-protected repair quotes using standardized labor and parts rates, Not-to-Exceed controls, and instant digital customer authorizations.

  • Standardized Labor & Parts Rates
  • Margin Protection & Pricebooks
  • Not-to-Exceed (NTE) Controls
  • Explicit Scope Exclusions
  • Digital Customer Approvals
Work Orders — Toryqelix AI
05/Work Orders

Field Execution Tracking, Labor Logging & Material Consumption

Equips technicians with a mobile field workspace for safety checklists, real-time labor timers, consumed material logging, and customer sign-off.

  • Mobile Job Site Workspace
  • Real-Time Labor Timer & Logs
  • Truck-Stock Material Logging
  • Before-and-After Photos
  • On-Site Client Sign-Off
Quality Control — Toryqelix AI
06/Quality Control

Technical Verification, Inspection Checklists & Defect Resolution

Enforces trade verification checklists, pressure diagnostics, and before-and-after photo documentation to eliminate repeat callbacks.

  • Trade Verification Procedures
  • Pressure & Diagnostic Readings
  • Defect Punch-List Tracking
  • Repeat Callback Prevention
  • Customer Acceptance Sign-Off
Compliance — Toryqelix AI
07/Compliance

Permit Tracking, Trade Licensing & Regulatory Evidence

Tracks municipal building permits, technician EPA 608 and Lead-Safe licenses, and safety documentation with credential expiration alerts.

  • Municipal Permit Management
  • EPA Section 608 & Lead-Safe Logs
  • Technician License Tracking
  • Audit-Ready Evidence Vault
  • Expiring Credential Alerts
Invoices — Toryqelix AI
08/Invoices

Billing Reconciliation, Payment Processing & Warranty Registration

Reconciles approved estimates against actual labor and materials, generates itemized invoices, processes digital payments, and registers warranties.

  • Three-Way Scope Reconciliation
  • Itemized Parts & Labor Invoicing
  • Digital Card, ACH & On-Site Pay
  • Unapproved Charge Discrepancy Audits
  • Equipment Warranty Registration
HOW IT WORKS

A Governed Workflow from First Complaint to Paid Settlement.

Toryqelix AI replaces disconnected spreadsheets and paper logs with a single continuous operational lifecycle across office, dispatch, field technicians, and accounting.

01 · STEP

Intake Triage, Qualified Dispatch & Scoped Estimates

Inbound requests across phone, web, and tenant portals are triaged by trade urgency, matched with certified technicians and truck stock, and authorized with margin-protected estimates.

02 · STEP

Mobile Field Execution & Quality Sign-Off

Technicians execute work orders on-site, logging live labor timers, consumed truck parts, and diagnostic photos, backed by mandatory trade verification checklists.

03 · STEP

Regulatory Compliance Audit & Reconciled Billing

Municipal permits, trade credentials, and EPA certifications are verified, while invoices reconcile approved estimates with actual field materials for prompt settlement.

Traditional SaaS vs Toryqelix AI

Don’t Settle for the AI Your Software Chose.

Most legacy field service software relies on a single generic AI wrapper. Toryqelix AI routes each operational task to the capability best suited for it—from call intake extraction and equipment vision to pricebook matching, route optimization, billing reconciliation, and permit closeout checks.

Legacy FMS & Point Tools

Built-in
Generic AI

Disconnected intake, dispatch, and billing platforms with bolt-on chatbots. Manual work-order copying, lost repair history, scope disputes exceeding NTE limits, and unresolved customer escalations.

You work within their limits.

Toryqelix AI — routed service operations workflow
  1. 01

    Extract Inbound Calls, Photos & Service Complaints

    Ingest homeowner emails, phone audio transcripts, form entries, and uploaded photos to extract property address, issue symptoms, access constraints, and urgency level.

    Mistral

    Intake Triage & Extraction

  2. 02

    Extract Equipment Nameplates & Visual Defect Evidence

    Parse nameplate photographs to extract manufacturer, model, serial, and electrical ratings, checking against equipment manuals and prior repair history.

    Hugging Face

    Vision + Nameplate OCR

  3. 03

    Match Repair Scopes to Pricebooks & NTE Limits

    Connect diagnostic findings to standard labor rates, catalog SKUs, parts availability, and material kits to ensure complete BOM coverage and flag NTE limit overages.

    Cohere

    Scope Matching & NTE Check

  4. 04

    Optimize Dispatch Schedules, Routes & Trade Qualifications

    Analyze technician availability, trade licensing, travel windows, and parts reservation states to construct conflict-free daily dispatch schedules.

    Gemini

    Qualified Dispatch Optimization

  5. 05

    Verify Field Execution Evidence & Detect Scope Creep

    Compare approved quotes against technician timesheets, consumed materials, test readings, and authorized change orders to detect unbilled leakage.

    Claude

    Field Evidence & Quality Review

  6. 06

    Reconcile Invoices, Permits & Warranty Records

    Reconcile recorded field labor, materials, and permit closeout evidence to generate defensible invoices and link permanent warranty records.

    Llama

    Reconciliation & Closeout

One Continuously Verified Service Record

Note: Model and provider names are illustrative of integration patterns; trademarks belong to their respective owners. Routing is configured per tenant and data boundary. Supported and evaluated ecosystem models include OpenAI, Anthropic / Claude, Google / Gemini, Cohere, Mistral, Meta / Llama, xAI, and DeepSeek.

Connectivity & Integrations

Your entire service & facilities stack, connected.

Toryqelix AI integrates with the accounting packages, payment processors, dispatch tools, and customer communications your business already runs — eliminating manual re-keying.

QuickBooks Online
ServiceTitan
Jobber
Housecall Pro
Sage
DocuSign
Microsoft Outlook
Gmail
31
Google Calendar
Twilio
RingCentral
Stripe
Square
FieldEdge
Microsoft Teams
Slack
Salesforce
HubSpot
Zapier
Microsoft Power Automate
Google Drive
Box
Dropbox
Google Maps Platform
Apple Maps
Mapbox
Intercom
Zendesk
Xero
Clover
Service Fusion
Power BI
Zoom

Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied. Integration availability depends on existing systems, licences, API access, vendor approval, security configuration and implementation scope.

TORYQELIX AI SHIPS

An intake agent, in production, reading real service requests & repair orders.

Which is the easy half. It runs every day against work orders nobody proofread, on a model that shifts under it, for an operation that finds out something drifted when a field comes back wrong.

Tender & estimating assistants
Safety-compliance copilots (SWMS, permits)
CATALOGUED IN CONSTRUCTION PLAYBOOK
SISTER PLATFORM — NESTACK AGENT CARECONSTRUCTION PLAYBOOK

YOUR
CONSTRUCTION
AI AGENTS, RUN LIKE
PRODUCTION SYSTEMS.

Telemetry, evaluations, guardrails, human review, and a crew on call when one of them starts drifting at 3am.

143
FAILURE MODES
60
SEV-1 FAILURE
MODES
1950+
BASELINE EVAL
CASES
24/7
AGENT
MONITORING

CONSTRUCTION AGENTS ARE CATALOGUED UNDER CONSTRUCTION — PLAYBOOK.

Trade standards & regulatory compliance

Built around the codes and credentials your service jobs require.

Relevant regulatory, trade licensing, and worker safety frameworks across residential building, electrical, plumbing, mechanical, and environmental domains.

  • NFPA 70 (NEC)

    Electrical Documentation

    Maintains electrician credential records, electrical inspection checklists, and circuit measurements. Helps qualified teams review and document electrical work against applicable requirements.

  • EPA SECTION 608

    Refrigerant Technician Records

    Stores technician certification details, including Type I, II, III, and Universal classifications. Helps dispatchers review recorded qualifications before assigning covered refrigerant-service work.

  • OSHA 1926

    Worksite Safety Records

    Supports configurable safety checklists for covered repair activities, including work-at-height hazards, protective equipment, and technician observations. Maintains records for supervisor review.

  • UPC / IPC

    Plumbing Inspection Records

    Provides configurable checklists for water supply, drainage, pressure tests, and backflow-prevention work. Helps technicians document observations and inspection results against applicable local requirements.

Note: These are standards the platform is built to support inside your workflows — obligations that fall on you as the licensee. They are not certifications held by us, and support in the product is not a substitute for your own counsel or compliance officer.

FIELD HARDWARE CONNECTORS

Add the hardware your workflow needs.

Connect certified third-party payment terminals, diagnostic equipment, stock scanners, and inspection sensors directly into Toryqelix AI workflows without manual re-entry.

Contactless Smart POS & Mobile Card Terminal compatible with Toryqelix AIPOS Hardware
InvoicesBluetooth BLE · Payment Gateway SDK

Contactless Smart POS & Mobile Card Terminal

Collects EMV chip, contactless tap, and digital wallet payments on-site, syncing payment settlement directly into Invoices.

Live IngestionInvoices
Wireless Digital HVAC Manifold & Probe Kit compatible with Toryqelix AIDiagnostic Sensor Kit
Quality ControlBLE Gateway · Sensor Telemetry

Wireless Digital HVAC Manifold & Probe Kit

Streams wireless pressure and temperature readings into diagnostic test logs and auto-populates EPA 608 records.

Live IngestionQuality Control
Rugged 1D/2D Barcode & RFID Stock Scanner compatible with Toryqelix AIInventory Scanner
Work OrdersDevice Gateway · Barcode / RFID SDK

Rugged 1D/2D Barcode & RFID Stock Scanner

Scans replacement parts to active work orders, decrements truck stock, and reconciles billable materials against estimates.

Live IngestionWork Orders
Radiometric Thermal Imaging Inspection Camera compatible with Toryqelix AIThermal Camera
EstimatesWi-Fi Direct · Radiometric Metadata Ingestion

Radiometric Thermal Imaging Inspection Camera

Ingests calibrated thermal heat maps to visually document water leaks, insulation voids, and electrical hotspots.

Live IngestionEstimates

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.

Pricing & plans

Take the first step toward connected service operations.

One unified platform subscription. Configure the modules, trade rate cards, van inventories, and integrations around your residential service operations.

Home maintenance & repair operations platform

From customer request to reconciled invoice.

Customer request triage, qualified technician dispatch, margin-protected estimates, work order execution tracking, quality verification, regulatory compliance closeout, and reconciled invoicing — in one connected operations platform.

Note: AI API usage is charged separately. Clients must recharge their AI credit balance based on their usage.
Monthly subscription
Starting at$200/mo

USD · monthly platform subscription. One-time onboarding is scoped separately below.

Know more
Onboarding & deployment

What your onboarding fee covers

A one-time onboarding program that gets your home repair and property maintenance team running qualified requests, accurate estimates, dispatch-ready technician schedules, verified field execution, and reconciled billing before your first monthly cycle — we configure your service pricebooks, tune labor rates and trade rules, load your parts and inventory catalogs, and align every module from intake qualification through compliance and closeout to how your dispatch and field crews operate. The fees below are a starting point: your final onboarding is scoped once we understand your technician count, trade mix, software integrations, inventory locations, and workflow complexity.

Essential tier
From $1,000+

One-time onboarding fee

  • Kickoff call and rollout plan scoped to your home service operations
  • Workspace provisioning and multi-trade team account setup
  • Import of standard service pricebook and common parts SKU catalog
  • Labor rate card configuration tuned to your technicians and margins
  • Service proposal and estimate templates wired to your brand
  • Role-based permissions for coordinators, dispatchers, and field techs
  • Live-readiness check on active service calls before the first billing cycle
  • Onboarding handbook and self-serve operator resources
Plus tierMost teams
From $2,500+

One-time onboarding fee

Everything in Essential, plus:

  • Migration of historical customer records, property assets, and service history
  • Two software integrations — accounting (QuickBooks/Xero) and communication tools
  • Van stock inventory templates and warehouse reservation rules configured
  • Custom trade inspection checklists and safety protocols for field teams
  • Live training sessions for dispatchers, estimators, and technicians
  • Dedicated home service onboarding specialist for the complete rollout
Enterprise tier
From $5,000+

One-time onboarding fee

Everything in Plus, plus:

  • Multi-branch rollout across regional service territories and multi-trade fleets
  • Bespoke integrations, custom APIs, telemetry webhooks, and SSO configuration
  • Bulk property asset register and recurring maintenance plan migration
  • Role-specific training tracks for dispatchers, technicians, estimators, and finance
  • Custom compliance and credential tracking for regulated trade licensing
  • Named enterprise success manager with a guaranteed go-live milestone
How it runs

Two ways to run the platform

The platform subscription stays the same for Cloud and Private / self-hosted deployments. Onboarding scope may differ.

Cloud (SaaS)

Runs in Nestack's enterprise-grade managed cloud — the fastest path to go live. We provision your workspace and your team begins dispatching jobs and reconciling invoices the same week, with automatic updates and scaling included.

Private / self-hosted

The platform deployed inside your designated VPC or private infrastructure for home service operators with strict customer privacy and property data isolation mandates. Your asset records, customer data, and financial transactions remain inside your perimeter.

Pre-purchase questions

Everything you need to know before subscribing.

Clear answers on pricing, data security, ROI, integration, and trial runs to help your leadership team evaluate Toryqelix AI with total confidence.

Book a live demo
How does Toryqelix AI subscription pricing work? Are there extra charges as our technician team grows?

Toryqelix AI is designed for growing home service businesses, from smaller multi-trade contractors to multi-location property maintenance vendors. Subscription pricing depends on the selected plan and operational requirements. Before you subscribe, we'll explain applicable user limits, additional technician costs, and any implementation fees so you can understand the total investment.

How will Toryqelix AI help our home service business save time and improve profitability?

Toryqelix AI connects service requests, estimates, technician scheduling, materials, job completion, and billing in one workflow. This helps eliminate redundant data entry, ensure technician trade credentials match the job, enforce customer NTE limits, and catch billing discrepancies before invoices are finalized. Your team spends less time chasing paperwork and more time delivering billable work.

Is our customer information, property data, and service pricing kept secure?

Toryqelix AI is designed to support role-based access to customer records, property details, technician assignments, estimates, and repair history. Granular permissions restrict who can view or modify financial, pricing, and operational data. Before subscribing, you can review our security architecture, data-handling policies, and deployment options.

Do we need to replace our existing accounting software, payment processor, or business tools?

Not necessarily. Toryqelix AI focuses on managing your field operations—from incoming customer requests through verified execution, quality sign-off, and financial closeout. Your existing accounting and payment systems can remain in place where supported integrations exist. We'll review your software stack during onboarding to map clean data flows.

Will AI make decisions automatically, or will our technicians and dispatchers stay in control?

Your human operators remain firmly in control. Toryqelix AI assists with intake categorization, schedule suggestions, line-item price drafting, missing evidence checks, and invoice reconciliation. AI suggestions must be reviewed and approved by dispatchers, estimators, and licensed supervisors before commitments are made.

Can we see how Toryqelix AI fits our service business before purchasing a subscription?

Yes. You can request a live product walkthrough focused on the workflows your team uses every day—such as request intake triage, qualified dispatch, margin-protected quoting, field execution checklists, and split-screen invoice reconciliation. This helps ensure Toryqelix AI fits your trades and fleet size before subscribing.

What help will we receive when setting up Toryqelix AI for our service team?

Setup is structured around your specific trades and operational rules. The onboarding program covers customer history migration, trade pricebooks, technician licensing profiles, van stock schemas, estimating rules, and compliance checklists. We clarify dedicated onboarding assistance, training resources, and support channels in your package.