AI OPERATIONS PLATFORM FOR INDUSTRIAL AUTOMATION & ROBOTICS

The AI Operating Platform for Industrial Automation & Robotics Systems.

Tazqoryn AI is an end-to-end AI operations platform purpose-built for industrial automation and robotics systems integrators. It unifies your entire workflow—automating project intake, accelerating precise quoting, validating system design dependencies, and orchestrating robotic programming. By centralizing build floor pipelines and commissioning data, Tazqoryn AI eliminates engineering bottlenecks and guarantees flawless, on-time delivery with protected project margins.

EXECUTIVE COMMAND CENTER

The AI Operations Command Center That Eliminates Execution Blind Spots.

The Tazqoryn AI Dashboard serves as the central intelligent brain of your integration business. Powered by real-time predictive models that continuously synchronize project intake, engineering dependencies, and floor integration throughput, it eliminates operational blind spots across every robotic system build. Rather than reacting to unexpected delivery slips or programming bugs during FAT, leadership gains proactive AI intelligence that forecasts bottlenecks weeks in advance and ensures every custom cell is commissioned on schedule with protected margins.

Tazqoryn AI — main operations Dashboard
CAPABILITIES & ASSURANCES (4)SWIPE ⇄
100%
Commissioning Transparency
Full-Lifecycle Synchronization
Unifies multi-million dollar robotics projects across all 7 stages. Ensures complete transparency from engineering intake to site commissioning.
99.8%
First-Pass Integration Success
Dependency Impact Resolution
AI cross-checks mechanical, electrical, and programming logic before floor assembly begins, eliminating costly rework and ensuring flawless FAT runs.
80%
Engineering Time Recovered
Automated Specifications & Quoting
Compresses quote and design cycles from weeks to hours with instant extraction and automated BOM generation, providing technically defensible estimates.
0%
Blind Spot Margin Erosion
Predictive Commercial Exposure
Detects supply chain constraints and engineering bottlenecks weeks in advance, protecting project margins before they are impacted.
AI

Autonomous Operational Intelligence — The dashboard’s predictive engine continuously evaluates engineering revisions, component lead times, and assembly bay velocity 24/7. When risk is detected on any custom build, the system proactively simulates mitigation paths and schedules adjustments—giving leadership complete certainty and clients guaranteed delivery dates.

The Nestack Robotics Suite

Built for every corner of industrial automation.

Industrial automation moves differently across every facility — with specialized robotic cells, heavy system integration, live sensor telemetry, and critical commissioning cycles. The Nestack robotics suite is purpose-built to give your engineering and integration teams shared, real-time operational intelligence.

FULL-LIFECYCLE SHOP ORCHESTRATION

From Customer Spec to Energized Asset. One Controlled Thread.

From initial RFQ intake to final on-site acceptance, Tazqoryn AI unifies every phase of industrial automation and robotics systems integration into a continuous operational thread—automating engineering handoffs, eliminating rework, and protecting project margins.

01 · Project Intake1 of 7
Project Intake — Tazqoryn AI
Project Intake01

RFQ & Specification Document Intelligence

Scans incoming customer RFQs, engineering specs, and technical drawings to extract core parameters like cycle time, payload, and standards. It flags conflicting specifications early and points directly back to the source page, drastically reducing applications-engineering manual review time.

Fields Tracked
  • AI Spec Extraction
  • Conflict Detection
  • Cycle Time Targets
  • Requirement Confidence Rail
  • Source Page Citations
Quoting & Estimation02

Quoting & Estimation Copilot

Transforms verified requirements and concepts into line-item cost estimates. It calculates material costs, assembly labor, and engineering hours, while recommending engineering-hour bands and predicting margin exposure, ensuring technically defensible project pricing.

Fields Tracked
  • Instant BOM Pricing
  • Labor & Material Estimates
  • Margin Protection
  • Analogous Project Recall
  • Contingency Modeling
System Design03

Dependency-Aware Engineering Studio

Centralizes mechanical, electrical, and controls engineering. Using the Engineering Impact Agent, it visually links requirements to design objects. If a component changes, it instantly shows downstream consequences across electrical sheets, PLC tags, safety functions, and spare parts.

Fields Tracked
  • 3D Cell Assembly
  • Dependency Impact Graph
  • Safety Risk Assessment
  • BOM Mapping
  • Cross-Discipline Sync
Robot Programming04

Controls & Robotics Copilot

Empowers controls engineers to generate PLC state-machine skeletons and robot motion pseudocode. Enforces a rigorous compile, simulate, and engineer review cycle before any authorized deployment to a live controller, ensuring safe and traceable automation behavior.

Fields Tracked
  • PLC Logic Generation
  • Simulation & Diagnostics
  • Code/Program Diff
  • State-Machine Definition
  • Authorized Deployment
System Integration05

Build Floor Pipeline & Integration

Orchestrates machine assembly, panel build, and wiring on the integrator's floor. The Integration Readiness Agent tracks I/O checkout, FAT protocols, and cycle studies, flagging unresolved dependencies—like missing safety validations—before the machine ships.

Fields Tracked
  • Build Assembly Tracking
  • I/O & Safety Checkout
  • FAT Execution
  • Integration Readiness
  • Digital Verification
Testing & Commissioning06

Site Acceptance & Commissioning Board

Bridges the factory floor to the customer facility. Manages site readiness, installation, LOTO procedures, and SAT results. A visual board tracks punch items by discipline, using AI to cluster related issues and suggest root causes based on site evidence.

Fields Tracked
  • Site Readiness
  • SAT Execution
  • Digital Punch Lists
  • AI Root Cause Clustering
  • Run-at-Rate Testing
Maintenance & Support07

Asset-Aware Support & Predictive Maintenance

Maintains a live digital twin of every installed cell. Fuses telemetry—like torque, vibration, and temperature—with the specific robot configuration baseline to identify degradation patterns. Provides asset-aware support to diagnose issues directly against the authorized engineering baseline.

Fields Tracked
  • Live Asset Telemetry
  • Condition Trend Monitoring
  • Asset-Aware Diagnostics
  • Digital Twin Baseline
  • Downtime Prevention

Don’t settle for the AI your software chose.

Tazqoryn AI routes each switchgear manufacturing workflow step to the model family that fits — anomaly scoring, long reads, structured extraction, or a specialist fine-tune — not whichever model shipped inside your last software purchase.

TRADITIONAL SAAS VS TAZQORYN AI
TRADITIONAL SAAS
Built-in
AI

One model, one pass, and no step you can point somewhere else.

You work within its limits.

Tazqoryn AI·ROUTED ORCHESTRATION
01

Extract RFQ electrical ratings & citations

Rated voltage (13.8 kV), continuous current (2,000 A), and short-circuit withstand (31.5 kA) extracted with citations to source pages.

AIOpenAI
OPENAI RESPONSES API
02

Validate protection curves against IEEE/IEC criteria

Instantaneous and time-overcurrent trip curves validated against IEEE C37.20 and IEC 62271 coordination criteria.

DSDeepSeek
DEEPSEEK API
03

Parse 32-page specification & single-line drawing

Cross-references DWG single-lines with RFQ paragraphs to catch 2,000 A vs 2,500 A mismatches before engineering sign-off.

AClaude
ANTHROPIC MESSAGES API
04

Prioritize bay constraints by order backlog impact

Whole-factory backlog context ($47.8M) informs which missing relay or test failure matters most to delivery deadlines.

GGemini
GEMINI API
05

Generate SCPI test-bench injection scripts

Structured extraction turns FAT test checklists into automated secondary current injection and timing routines.

AIOpenAI
OPENAI RESPONSES API
06

Retain compliance & FAT test evidence

Oscillograph waveforms, inspector digital verification, and NCR closure records sealed into the asset history.

SSpecialist
DOMAIN COMPLIANCE ENGINE
ONE AUDITABLE MANUFACTURING THREAD
8 SHOP STAGES · 13.8 KV SWITCHGEAR REFERENCE · ZERO FAT SLIP

Note: Model names and marks belong to their respective owners. No endorsement or partnership implied.
Supported routing is configured during onboarding.

Compliance Standards

Built to the standards your shop is audited against.

Tazqoryn AI helps robotics integrators organize safety requirements, identify missing verification evidence, track engineering changes, and prepare FAT/SAT documentation for authorized engineering review.

STANDARDS (3)SWIPE STANDARDS ⇄
  • ISO 10218-1/-2Global / ISO
    Supported

    Industrial Robot Safety

    Supports robot application safety evidence, integration checklists, guarding reviews, risk-control traceability and commissioning records.

    AI-Assisted Evidence Checks
    • Document extraction & missing-evidence detection
    • Safety-review workflows & engineering prompts
    • FAT/SAT checklist generation & evidence tracking
    • Risk-control traceability records
    Equipment ScopeRobotics System Design & Integration
  • ISO 13849-1Global / ISO
    Supported

    Safety-Related Control Systems

    Supports safety-function requirements, required Performance Level (PLr), safety-component documentation and verification records.

    AI-Assisted Evidence Checks
    • Rule-assisted consistency checks
    • PLr traceability mapping
    • Missing validation evidence detection
    • Engineering review & logic sign-offs
    Equipment ScopeControl Systems & Safety PLCs
  • IEC 60204-1Global / IEC
    Supported

    Electrical Equipment of Machines

    Supports machine electrical-document reviews, protective-device records, wiring inspections and electrical test evidence.

    AI-Assisted Evidence Checks
    • Electrical checklist management
    • Drawing revision tracking
    • Wiring inspection evidence capture
    • Commissioning sign-off workflows
    Equipment ScopeMachine Electrical Systems

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.

Add-ons

Add the hardware your workflow needs.

Most of what the platform reads still starts on physical assets, sensors, or shop-floor paperwork. These are standard, off-the-shelf peripherals and industrial sensors from third-party manufacturers — not proprietary or own-branded hardware. We enrol them against your workspace so each one streams into the module that already handles its output.

High-speed document & schematic scanner

Network scanning station for multi-page utility RFQs and customer specifications. Integrates via TWAIN/SANE API and network share directly into the Project Intake module. Scans are instantly converted into searchable PDFs where key requirements (payload, cycle time) are extracted prior to engineering release.

Feeds · Project Intake

Industrial DIN-rail edge gateway

Rugged DIN-rail gateway deployed directly in the robot cell control panel. Interfaces with PLCs and joint servos over OPC UA or EtherNet/IP, republishing live torque, temperature, and vibration telemetry via MQTT to the Maintenance & Support module to predict asset failure and orchestrate condition-driven maintenance.

Feeds · Maintenance & Support

Rugged industrial tablet terminal

IP68-rated industrial tablet for technicians on the integrator floor. Connects securely via Wi-Fi REST API to the System Integration module. Empowers technicians to perform digital I/O checkout and SAT procedures, capturing real-time digital signatures and tracking physical build progress directly into the integration board.

Feeds · System Integration

Fixed-mount machine vision camera

High-resolution industrial machine vision camera mounted within the build cell. Integrates via GigE Vision and REST API directly into the Testing & Commissioning module. Automates build verification by comparing the physical cell to the digital intent, instantly flagging missing sensors or incorrect labels as deviation records.

Feeds · Testing & Commissioning

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

One flat plan for the whole shop.

Tazqoryn AI is priced for the platform, not the person. Every module ships in the same plan, so an application engineer, a production supervisor, a quality inspector and a service tech can all work in it without per-seat maths or a tier chart to decode.

Talk to us about your product lines, order volume and the systems you already run and we’ll walk through what the rollout looks like.

Starting at
$200/mo

Full access to all eight shop modules — Dashboard, Intake, Engineering, Quoting, Production, Quality, Commissioning and Service — on one auditable thread.

  • The main operations Dashboard, workload-by-stage read and AI Operational Brief
  • RFQ requirement extraction with per-field confidence and revision compare
  • Single-line Engineering configuration with validation and AI Revision Impact
  • Line-by-line Quoting with commercial intelligence and lead-time exposure
  • Production pipeline, Quality FAT and the Commissioning board through to energization
  • Installed-base Service with the factory record on every asset
Know more

Note: AI API usage is charged separately. Clients must recharge their AI credit balance based on their usage.

Onboarding

What your onboarding fee covers

A one-time setup that brings Tazqoryn AI live before your first billing cycle — we wire in your RFQ ingestion, load your approved component library and standard assembly configurations, backfill prior quotes, FAT records and commissioning history, and tune the requirement extractor and validation rules to your product lines and standards. Each fee is a starting point marked with a “+”: the final onboarding is scoped once we understand your environment, security needs, integrations, data volume, compliance requirements and deployment model.

TIERS (3)SWIPE TIERS ⇄

Essential

$1,000+one-time
  • Kickoff and rollout plan scoped to your product lines, standard assemblies and shop stages
  • Workspace provisioning with admin accounts, a shop hierarchy for Intake through Service, and shared numbering (SYN-RFQ / SYN-SWG / SYN-Q / SYN-FAT)
  • One RFQ ingestion channel wired in — inbox, portal or shared drive — with field mapping to the intake record
  • Approved component library, standard assembly configurations and single-line templates imported from your CAD/CPQ
  • Dashboard, Intake requirement extractor and Engineering validation rules configured to your product lines
  • Baseline confidence thresholds and validation rules tuned to your standards (ISO 10218, ISO 13849, IEC 60204)
  • Roles set for engineering, quoting, production supervisors, quality inspectors and service techs
  • Live-readiness check and onboarding handbook before your first billing cycle

Plus

Most teams
$2,500+one-time

Everything in Essential, plus:

  • Guided backfill of prior RFQ packages, quotes, FAT records and commissioning history with validation
  • Two-way ERP / MRP sync plus two more integrations — CAD/PLM, CPQ or field service
  • Custom validation rules and revision-impact models tuned per product line and voltage class
  • Production pipeline, FAT test procedures and Commissioning board configured to your shop stages and inspectors
  • Live training for engineering, quoting, production, quality and commissioning teams, with a recording
  • Dedicated onboarding specialist through go-live

Enterprise

$5,000+one-time

Everything in Plus, plus:

  • Multi-plant, multi-region rollout plan across every product line and site
  • Bespoke integrations with SSO, API access and PLM/CAD platforms at scale
  • Bulk migration of years of RFQ, quote, BOM and FAT records, cleansed and reconciled
  • Document-intelligence and quoting templates built around your customer paperwork and standards library
  • Role-based training tracks and admin enablement across sites
  • Named onboarding manager with a defined go-live date and success plan

Where it runs

Same platform subscription either way — onboarding may vary by requirements.

Cloud (SaaS)

Runs in Nestack’s managed cloud — the fastest way to go live, with hosting, scaling and updates handled for you.

Private / self-hosted

The same platform deployed inside your own infrastructure — your cloud, VPC or on-prem — so customer specifications, BOMs, drawings and FAT records never leave your environment. Built for engineering and quality teams working under NDA and export-control obligations.

SWITCHGEAR ENGINEERING & FAT REMEDIATION AGENTS

Industrial & Advanced Manufacturing agents, in production, wired to your shop floor stack.

From live RFQ intake and single-line verification through bench SCPI testing, SAP locks, and closed FAT certificates — one industry playbook end to end.

Predictive switchgear FAT agents
Telemetry-to-dispatch orchestration
PLAYBOOK · MANUFACTURING ENGINEERING & FAT REMEDIATION
SISTER PLATFORM · NESTACK AGENTCAREMANUFACTURING · 1 PLAYBOOK

Your manufacturing AI agents, run like production systems.

Not chatbots bolted onto a dashboard. Agents built around shop floor workflows, documented APIs, and operational handoffs — with production guardrails from day one.

5
PLAYBOOK STAGES
5
CONNECTED TOOL TYPES
6
PLATFORM MODULES
24/7
AGENT MONITORING

Manufacturing agents are catalogued on nestackagents.com. Tool names and marks belong to their respective owners.

Connectivity

Your whole stack, connected.

Tazqoryn AI connects to the ERP, CAD, PLM, SCADA, and shop floor instrumentation systems your factory already runs — through public, documented APIs — so data moves through intake, engineering, quoting, production, and FAT without re-keying. 17 integrations across 6 workflow groups.

SAP S/4HANA
Siemens Teamcenter
Oracle Cloud SCM
Rockwell FactoryTalk
Plex MES
AWS IoT SiteWise
Azure IoT Hub
PTC Windchill
Autodesk APS
Modbus TCP
SAP S/4HANA
Siemens Teamcenter
Oracle Cloud SCM
Rockwell FactoryTalk
Plex MES
AWS IoT SiteWise
Azure IoT Hub
PTC Windchill
Autodesk APS
Modbus TCP
SAP S/4HANA
Siemens Teamcenter
Oracle Cloud SCM
Rockwell FactoryTalk
Plex MES
AWS IoT SiteWise
Azure IoT Hub
PTC Windchill
Autodesk APS
Modbus TCP
SAP S/4HANA
Siemens Teamcenter
Oracle Cloud SCM
Rockwell FactoryTalk
Plex MES
AWS IoT SiteWise
Azure IoT Hub
PTC Windchill
Autodesk APS
Modbus TCP
Microsoft Dynamics 365
ServiceNow
Jira Software
Databricks
Snowflake
OPC UA Gateway
MQTT Telemetry
Prometheus
Grafana
HTTP Webhooks
Microsoft Dynamics 365
ServiceNow
Jira Software
Databricks
Snowflake
OPC UA Gateway
MQTT Telemetry
Prometheus
Grafana
HTTP Webhooks
Microsoft Dynamics 365
ServiceNow
Jira Software
Databricks
Snowflake
OPC UA Gateway
MQTT Telemetry
Prometheus
Grafana
HTTP Webhooks
Microsoft Dynamics 365
ServiceNow
Jira Software
Databricks
Snowflake
OPC UA Gateway
MQTT Telemetry
Prometheus
Grafana
HTTP Webhooks

Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied.

FAQ

Frequently asked questions

Everything you need to know about pricing, testing on your own product lines, engineering precision, system integrations, and enterprise security.

Have a custom question? Talk to us
How is Tazqoryn AI priced?
Tazqoryn AI is priced for the platform, not the person. Every core shop module — Intake, Engineering, Quoting, Production, Quality (FAT), Commissioning, and Service — is included in the base plan (starting at $200/mo) with unlimited seats. Your application engineers, estimators, shop floor supervisors, quality inspectors, and field techs can all collaborate without per-seat licenses. A one-time onboarding fee covers data ingestion, CAD/ERP connections, and shop rule configuration.
Yes. We run live pilots using your actual engineering packages — including customer RFQ specifications, robot cell layouts, BOMs, and equipment schedules. In a sandboxed environment, your team can test requirement extraction, integration checks, margin calculations, and automated FAT checklist generation against real past orders before going live.
No. Tazqoryn AI sits directly between your engineering and business systems rather than replacing them. It integrates via bi-directional APIs with your CAD/ECAD tools (AutoCAD Electrical, EPLAN, SolidWorks), ERP platforms (SAP, NetSuite, Epicor), and shop floor PLCs. It reads drawings and specifications, feeds structured BOMs and pricing back into your ERP, and tracks FAT evidence in one continuous digital thread.
A typical shop rollout takes between 2 to 4 weeks. Standard workspace provisioning, user roles, and initial RFQ intake pipelines are active within days. Full ERP sync, component library imports, and customized validation rules for your robotics standards (like ISO 10218 or ISO 13849) are configured alongside your team by a dedicated onboarding specialist before your first live order.
Tazqoryn AI is designed for mission-critical robotics engineering, not generic chat. Every extracted parameter cites the exact source drawing or spec sheet page with an explicit confidence score (e.g., 98%). All design modifications, sequence changes, and FAT sign-offs require human engineer approval, ensuring complete engineering integrity and accountability.
Robotics system integrators typically see an 80% reduction in RFQ analysis and estimation time, cutting bid turnaround from days to hours. In engineering and production, cross-document conflict detection reduces engineering change orders (ECOs) by up to 70%, while automated FAT test record compilation eliminates inspection delays and non-conformance paperwork.
Your engineering schematics, bid data, and customer specifications are protected with enterprise-grade security. All data is encrypted using AES-256 at rest and TLS 1.3 in transit, with role-based access control (RBAC) and SSO/SAML support. Customer IP is never used to train public AI models. For defense, utility, or high-security facilities, we also offer dedicated single-tenant VPCs and fully air-gapped on-premises deployments.
All subscriptions include continuous platform maintenance, regular security updates, and access to our technical support team. Higher tiers include a dedicated technical account manager, priority SLA response times (down to 1 hour for production-critical issues), quarterly rule and standard calibration, and ongoing training for new shop floor and engineering staff.