TeckNexus · Intelligence Tools & Resources

From Deployment Evidence to Ecosystem Intelligence

Independent tools for enterprises making private network and AI decisions – and intelligence for the vendors and telcos serving them.

Manufacturing Tools

Private Network Site Survey Readiness Checklist for Manufacturing

Before commissioning an RF survey or engaging a deployment partner, confirm your site is ready. This tool diagnoses your readiness across six domains, flags information gaps and deployment blockers, and generates a manufacturing-specific site survey checklist, required documents list, and field validation sequence.

AI Use Case Priortizer for Manufacturing

Consultant-grade AI prioritisation for discrete and process manufacturers - OT integration complexity, brownfield weighting, and 10 factory-specific use cases.

Enterprise Vertical: Manufacturing

25+ continuously updated decision cards covering factory automation, robotics, IIoT, and Industry 4.0 strategies backed by real evidence from global private network deployments.

Private Network ROI Calculator for Manufacturing

Transparent 5-year financial model for private LTE or 5G in manufacturing - 8 use cases, industry deployment benchmarks, annual cashflow, and full methodology disclosure.

Smart Manufacturing Value Calculator

Select from 5 use cases — AMR, Cobots, AR, predictive maintenance — and enter factory revenue and headcount. Returns 5-year ROI and payback period. Based on Ericsson/Hexagon/ADL study.

Cross-Vertical Tools

Private Network Technology Selector

17 questions across region, vertical, devices, spectrum, and commercial model - returns a consultant-grade technology recommendation with rationale and vendor guidance.

Private Network Architecture Selector

15 questions to determine the right deployment architecture - SNPN, enterprise RAN, managed breakout, or hybrid - with responsibility matrix and vendor engagement sequence.

Private Network Radio Sizing & Planning Estimator

Get a planning-grade estimate of how many radios your private network deployment will likely require - and whether coverage or capacity is the binding constraint. Produces a range based on your site area, environment complexity, spectrum band, device mix, and use case profile. Useful for budget sizing and vendor conversations before formal RF design.

Private Network RFP Scorecard Generator

Generate a structured, weighted vendor evaluation framework for your private network procurement. Calibrated to your vertical, use cases, architecture, compliance requirements, and procurement priorities. Produces a weighted scorecard, vendor question bank, red flags, required proof points, and evaluation process guide.

Private Network Use Case-to-SLA Mapper

Translate your operational use cases into precise technical SLA requirements - latency, jitter, throughput, availability, QoS class, handover, redundancy, and spectrum implications. Built for enterprise architects, OT/IT teams, and procurement teams specifying private network requirements.

Private Network TCO Comparator

Independent 5-year TCO comparison for enterprise wireless networks, covering hardware, installation, spectrum, management, and operating costs across Wi-Fi, CBRS, private LTE, and private 5G. Built on TeckNexus intelligence, published research, deployment benchmarks, and region-specific cost assumptions. Calibrated by region, site type, and deployment environment.

Telco Network Security Maturity Assessment

How resilient is your network against today's threat landscape - signalling protocol attacks, AI-weaponised social engineering, ransomware, inter-roaming exploits, and 5G-specific vulnerabilities? This assessment benchmarks your security posture across five dimensions: threat awareness, network architecture, detection and response, AI and automation, and governance.

Industrial-grade Private Wireless TCO Calculator

Compare total cost of ownership across private wireless connectivity options. Input operational parameters to model TCO over a multi-year period and identify the lowest-cost architecture for your environment.

Compare Wireless Critical Connectivity Options

Side-by-side comparison tool for private wireless technology options - LTE, 5G, Wi-Fi, and CBRS - across key performance, cost, and operational dimensions to support technology selection decisions.

The Real ROI of CBRS – TCO Across Industries

Deployment-backed analysis of CBRS total cost of ownership across multiple industries. Provides real-world ROI benchmarks from live CBRS deployments — useful for validating business cases and comparing against vendor estimates.

Private 5G Cost Estimator

Quick-estimate tool for private 5G deployment costs. Input site size, device count, and coverage requirements to get an indicative infrastructure cost range - useful for early-stage budget planning.

Private Wireless Sustainability Calculator

Estimate the sustainability impact of deploying private wireless — including energy efficiency gains, carbon reduction, and ESG reporting metrics - across industrial and enterprise environments.

Calculate Your TCO for 5G LAN

Model the total cost of ownership of deploying Celona's 5G LAN solution versus existing Wi-Fi or wired infrastructure. Useful for enterprise and industrial sites evaluating CBRS-based private 5G.

FCC Spectrum Licensing Database

Search US licensed spectrum availability by frequency, geography, and licensee. Essential for US-based private network spectrum planning and CBRS/PAL availability checks.

AWS Total Cost of Ownership Calculator

Compare on-premises infrastructure costs against AWS cloud deployment. Useful for modelling edge AI and private network core cloud migration scenarios.

Azure Total Cost of Ownership Calculator

Model infrastructure costs for on-premises vs Azure cloud. Relevant for enterprises evaluating hybrid private network and AI workload deployments on Azure edge.

Built for the Whole Ecosystem

🏭 For Enterprises

Evaluate and decide with confidence

Use structured tools built from real deployment evidence to select technologies, prioritise use cases, and build the business case — without weeks of research or expensive consulting.

📡 For Vendors

Get found by the right buyers

Reach enterprise decision-makers at the moment they are evaluating. List your tools, co-develop assessments, or sponsor intelligence that positions you alongside credible, vendor-neutral content.

🔭 For Telcos & Implementers

Stay ahead of buyer priorities

Understand what enterprise buyers are evaluating, where deployment decisions are heading, and how your deployment approaches align with what the market actually needs.

TeckNexus · Get Involved

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Submit a Tool or Partner With Us

Whether you want to list a tool in our directory, co-develop an assessment, or discuss a sponsorship arrangement — start here.

News and Insights

Ericsson is embedding an agentic AI framework into its NetCloud platform to accelerate self-healing, intent-driven operations across private 5G, Wireless WAN, and SASE. Ericsson is evolving its AI assistant, ANA, from a prompt-based helper into a multi-agent system that can interpret high-level intents, plan workflows, and coordinate specialized agents to act across the enterprise networking stack. Ericsson’s rollout will be staged. A troubleshooting orchestrator is planned for Q4 2025 to handle high-frequency pain points such as offline devices and degraded radio conditions, with a projected reduction in downtime and support cases by more than 20 percent.
Hitachi Rail’s Hagerstown factory is now powered by a secure Private 5G Network, thanks to GlobalLogic and Ericsson. This digital transformation enables smart manufacturing capabilities such as predictive maintenance, digital twins, AI-driven inspections, and real-time automation—positioning the plant as a benchmark for Industry 4.0 in North America.
Ericsson and Thailand’s Digital Economy Promotion Agency (depa) have extended their 5G cooperation for two more years to accelerate industrial digitalization under the Thailand 4.0 agenda. The updated memorandum of understanding renews a public–private framework that began in 2022 and centers on applied 5G innovation for manufacturers, logistics providers, energy firms, and smart city programs. A focal point remains the 5G Innovation and Experience Studio (5GIX Studio) in Thailand Digital Valley, Chonburi, which functions as a testbed and service hub for advanced wireless trials, spectrum sharing scenarios, and industry-grade applications.
Fujitsu’s latest generative AI breakthrough compresses large language models by 94% using 1-bit quantization, tripling inference speed and retaining 89% accuracy. Combined with brain-inspired knowledge distillation, these enhancements power high-speed, low-cost AI for CRM, image recognition, and edge deployments, all while reducing energy demands.
Fresh data from Nokia and GlobalData shows that private wireless and on-premise edge are delivering rapid ROI, unlocking AI at scale, and improving security and sustainability across industrial sites. Industrial operations need deterministic connectivity, real-time data, and strong security to automate safely and sustainably. Across 115 organizations, 87% of adopters reported a return on investment within one year after deploying private wireless with on-prem edge. Setup costs were lower than alternatives for 81% of respondents, and 86% cut ongoing costs. Critically, 94% deployed on-prem edge alongside private wireless, and 70% are already powering AI use cases.
Private 5G Networks are enterprise-controlled wireless systems offering secure, reliable, and high-performance connectivity. Learn what Private 5G Networks are, how they compare to Wi-Fi and public 5G, and how industries like manufacturing, logistics, and healthcare use them to power automation, IoT, and real-time data applications.
MWC25 Las Vegas is the premier North American event for CIOs and IT leaders, offering real-world insights on 5G, AI, IoT, private networks, and edge computing. With industry leaders from IBM, Qualcomm, T-Mobile, and more, the event focuses on actionable strategies for enterprise transformation.
OneLayer is expanding into Latin America to address growing demand for private 5G and LTE security solutions. With successful deployments in mining and utilities, the company brings its expertise in Zero Trust, network orchestration, and cellular device visibility to regional markets like Brazil and Chile.
South Korea's government and its three national carriers are aligning fresh capital to speed AI and semiconductor competitiveness and to anchor a private-led innovation flywheel. SK Telecom, KT, and LG Uplus will seed a new pool exceeding 300 billion won (about $219 million) via the Korea IT Fund (KIF) to back core and foundational AI, AI transformation (AX), and commercialization in ICT. KIF, formed in 2002 by the carriers, will receive 150 billion won in new commitments, matched by at least an equal amount from external fund managers. The platforms lifespan has been extended to 2040 to sustain long-cycle bets.
Vietnam is entering the hyperscale AI data center map, with VNPT and LG CNS positioning to meet local and regional demand. For telecom operators and enterprises, now is the time to align AI roadmaps with data center strategy: plan for high-density racks and liquid cooling, secure GPU capacity, engineer diverse connectivity, and build energy resilience. As the regions AI infrastructure forms, those who co-design workload placement, interconnect, and power from the outset will gain durable cost and performance advantages.

Frequently Asked Questions

About our tools, how they are built, and how to get involved.

TeckNexus Independent Tools
TeckNexus independent tools are assessments, selectors, ROI calculators, and AI prioritisation tools developed entirely by TeckNexus. The methodology, scoring logic, and outputs are owned by TeckNexus — no vendor funds, influences, or has visibility into individual results. They are free to complete. Accessing the full output and PDF report requires registration.
No. TeckNexus owns the methodology, scoring, and output logic for all independent tools. No vendor has paid to influence recommendations or results. If a vendor is referenced in an output — for example, as a category of solution — it is because the evidence supports it, not because of a commercial relationship.
Registration allows TeckNexus to generate and deliver a personalised PDF report, track your results if you return, and — with your permission — notify you of updated benchmarks or relevant intelligence. Registration is free. Your data is not shared with any vendor without your explicit consent.
Individual submission data is held by TeckNexus and not shared with any third party without your explicit consent. Aggregated and anonymised data may be used to produce industry benchmark reports. No personally identifiable information is included in any published output.
All tools labelled TeckNexus in the directory — including the Private Network Technology Selector, Private Network Architecture Selector, AI Use Case Prioritisers (Manufacturing, Mining, Ports, Airports, Utilities), and the Private Network ROI Calculators (Manufacturing, Mining). More tools are added regularly.
Co-Developed & Sponsored Tools
Co-developed tools are built by TeckNexus in partnership with an industry sponsor. The sponsor co-funds development and is clearly disclosed on the tool. TeckNexus owns the methodology, platform, and output logic — the sponsor does not influence scoring or results. These tools are free for users to complete.
Your contact details may be shared with the named sponsor — but only with your explicit consent at the point of form submission. Your results and individual response data are not shared. The consent step is clearly presented before submission.
No. Sponsorship funds the development and hosting of the tool — it does not influence the methodology, scoring, or outputs. TeckNexus retains full editorial control. Sponsored tools go through the same methodology review as independent tools.
Yes. TeckNexus works with vendors, operators, and industry bodies to co-develop tools that serve enterprise decision-makers. Use the partner enquiry form on this page to tell us what you have in mind — tool category, target vertical, and what you are trying to achieve. We will get back to you to discuss fit and next steps.
Third-Party Tools (Curated Directory)
Third-party tools are ROI calculators, TCO models, decision aids, and planning resources produced by vendors, operators, or industry bodies. They are included in the TeckNexus directory because they offer genuine utility to enterprise decision-makers — but they are clearly labelled as vendor-produced. TeckNexus curates the directory and does not endorse any individual tool or vendor.
Tools are assessed for relevance, utility, and credibility. We look for tools that offer meaningful input fields and substantive outputs — not marketing calculators with fixed results. Listing is not paid placement. Any vendor can submit a tool for consideration using the form on this page.
Standard directory listings are unpaid. TeckNexus does not accept payment to influence which third-party tools are listed or how they are described. Separate commercial arrangements exist for co-developed and sponsored tools, which are clearly labelled as such.
Use the tool submission form at the bottom of this page. You will need to provide tool details, vendor information, and confirm that you are authorised to submit on behalf of the organisation. TeckNexus reviews all submissions before listing.
Vertical Intelligence Platforms (Paid)
Each Vertical Intelligence Platform is a structured set of 25+ decision cards built from TeckNexus analysis of real enterprise private network deployments. They cover a specific industry — Manufacturing, Mining, Ports, Airports — and are organised into six sections: vertical overview, business priorities and use cases, private wireless strategy, proof and ecosystem, decision framework, and deployment readiness. They are updated continuously as new deployments emerge.
A subscription to one vertical gives you access to all 25+ decision cards for that industry, continuous updates as new deployments are analysed, and the ability to share access across your team. Each card is structured around a specific decision — use case selection, vendor shortlisting, deployment model, ROI prioritisation — so you can navigate directly to what you need.
A research report gives you a snapshot at a point in time. The Vertical Intelligence Platform is continuously updated and structured around decisions, not narrative. Instead of reading a 60-page PDF, you navigate directly to the card relevant to your current question — vendor selection, use case validation, deployment model — and get evidence-backed guidance without the research overhead.
No. Each vertical is subscribed to separately at $1,200 per year. This keeps pricing proportionate to what you actually need. If you require multiple verticals, contact us to discuss multi-vertical access.
Yes. Each vertical has a sample platform available — accessible from the tool cards on this page. The sample gives you a representative selection of decision cards so you can assess the depth and format before committing.
The platforms are built for enterprise technology and operations teams evaluating private network investment, vendors building go-to-market strategies for specific industries, and consultants or system integrators advising clients on deployment options. They are also used by telcos and managed service providers tracking enterprise buyer priorities by vertical.

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Map your security gaps to real threat scenarios – including Salt Typhoon, Volt Typhoon, AI data poisoning, rogue devices, and unencrypted OT traffic.

Take the free 8-minute assessment built for utility operators evaluating AI-enabled private mobile networks. Get a readiness score across five critical domains, see where your gaps are, and receive a prioritized action plan for what to fix first.

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