TeckNexus ยท 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

AI Use Case Priortizer for Manufacturing

Rank your factory's AI use cases by value, feasibility, and OT-integration complexity - 10 manufacturing use cases with brownfield weighting.

You'll need: a rough picture of your data maturity and your candidate use cases. Produces: a ranked shortlist with next steps, plus a PDF report.

Private Network Site Survey Readiness Checklist for Manufacturing

Confirm your factory site is ready before commissioning an RF survey โ€” readiness diagnosed across six manufacturing-specific domains.

You'll need: site access knowledge and a facilities contact.
Produces: a readiness score, manufacturing-specific survey checklist, required-documents list, and field validation sequence.

Private Network ROI Calculator for Manufacturing

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

You'll need: factory revenue, headcount, and target use cases.
Produces: a 5-year ROI with payback and annual cashflow, plus a PDF report.

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.

Smart Manufacturing Value Calculator

Select from 5 use cases โ€” AMR, Cobots, AR, predictive maintenance โ€” 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

Get a consultant-grade technology recommendation from 17 questions across region, vertical, devices, spectrum, and commercial model โ€” including what was ruled out and why.

You'll need: your site profile, device mix, and commercial preferences.
Produces: a recommendation with rationale and vendor guidance, plus a PDF report.

Private Network Deployment Architecture Selector

Determine the right deployment architecture โ€” SNPN, enterprise RAN, managed breakout, or hybrid โ€” from 15 questions.

You'll need: your operating-model preferences and data constraints.
Produces: an architecture recommendation with responsibility matrix and vendor engagement sequence, plus a PDF report.

Private Network Use Case-to-SLA Mapper

Translate your operational use cases into precise technical SLA requirements โ€” latency, jitter, throughput, availability, QoS class, handover, redundancy, and spectrum implications.

You'll need: your operational use cases.
Produces: a complete technical SLA requirements specification.

Private Network Radio Sizing & Planning Estimator

Get a planning-grade estimate of how many radios your deployment will require โ€” and whether coverage or capacity is the binding constraint.

You'll need: your site area, environment type, spectrum band, and device mix.
Produces: a radio count range with a binding-constraint verdict.

Private Network RFP Scorecard Generator

Build a structured, weighted vendor evaluation framework before you issue the tender - calibrated to your vertical, use cases, architecture, and procurement priorities.

You'll need: your vertical, use cases, architecture direction, and compliance requirements.
Produces: a weighted scorecard, vendor question bank, red flags, proof points, and evaluation process guide.

Private Network TCO Comparator

Independent 5-year TCO comparison across Wi-Fi, CBRS, private LTE, and private 5G - hardware, installation, spectrum, management, and operating costs, calibrated by region and site type.

You'll need: your site count, region, and deployment environment.
Produces: a side-by-side 5-year TCO comparison.

AI Data Center Interconnect (DCI) Bandwidth Planner

See what scale-up and scale-out bandwidth an AI deployment actually demands โ€” before the RFP is written, based on published accelerator interconnect generations.

You'll need: your AI deployment scale assumptions.
Produces: a DCI demand model by traffic pattern.

Telco Network Security Maturity Assessment

Benchmark your network security posture across threat awareness, architecture, detection and response, AI and automation, and governance - including signalling and inter-roaming threats.

You'll need: a picture of your current security operations.
Produces: a 5-dimension maturity benchmark.

Device Onboarding on Cellular Networks

Benchmark your SIM provisioning, device lifecycle management, and operational readiness โ€” and see exactly where automation would save the most time and cost.

You'll need: a picture of your current provisioning process.
Produces: a maturity benchmark with an automation-savings view.

Security and Asset Management on Cellular Networks

Evaluate your visibility, control, and security posture across cellular-connected OT and IoT devices.

You'll need: a picture of your current visibility and controls.
Produces: a maturity benchmark with your most urgent security gap flagged.

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 โ€” 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 โ€” 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

๐Ÿญ 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 โ€” without weeks of research or expensive consulting.

๐Ÿ“ก 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.

๐Ÿ”ญ 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.

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Whether you want to list a tool in our directory, co-develop an assessment, or discuss a sponsorship arrangement โ€” fill in the form below to get started.

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

News and Insights

The latest 3GPP cycle consolidates 5G-Advanced (Release 18), sets the agenda for Release 19, and frames early 6G studies, with direct implications for operator investment, enterprise use cases, and vendor roadmaps. Release 18, the first phase of 5G-Advanced, is moving from standards completion into implementation, bringing carrier-grade enhancements in spectral efficiency, energy savings, and mobility performance. Release 19 now builds on these foundations, prioritizing further RAN efficiency, XR and video delivery at scale, richer analytics/exposure in the core (NWDAF, NEF/CAPIF), and enterprise-grade reliability across private and public networks.
Reliance Jioโ€™s path to a mid-2026 IPO is increasingly intertwined with the timing and magnitude of Indiaโ€™s next mobile tariff hike. Domestic brokers argue Jio has a tactical reason to push back on near-term tariff increases: hikes tend to accelerate Bharti Airtelโ€™s revenue market share (RMS) gains more than Jioโ€™s, narrowing the lead at the worst possible time for an IPO. Airtel has been the key beneficiary of previous price actions, chipping away at Jioโ€™s RMS advantage by almost two percentage points since mid-2024. On current assumptions, Jio is informally pegged around $153 billion, implying an EV/EBITDA multiple near the low teens.
The Indian government has floated draft rules that refine how mobile operators can share spectrum, aiming to boost spectral efficiency and accelerate 5G expansion under the new telecommunications regulatory framework. The draft rules seek to formalize spectrum sharing under the new regime, giving operators a clearer pathway to pool or share spectrum holdings while ensuring compliance with license conditions. In practical terms, telcos would gain a more predictable mechanism to use underutilized spectrum, improve coverage, and optimize capacity without always resorting to new auctions or heavy capex.
A landmark private 5G pilot at EMSTEEL with e& UAE signals how industrial networks in the region are evolving from connectivity add-ons to strategic infrastructure. The pilot delivers dedicated, high-speed wireless coverage across complex industrial spaces that are often hostile to traditional Wiโ€‘Fi and public cellular. For manufacturers in the UAE, this is a meaningful milestone: it showcases a path to secure, deterministic wireless that can carry safety-critical and time-sensitive workloads on the shop floor. Private 5G gives factories a foundation to adopt connected worker tools, real-time quality control, AI-assisted operations, and digital twins without moving sensitive data off-site.
Nvidiaโ€™s CEO has warned that U.S. export controls have effectively halted the companyโ€™s China business, sharpening the stakes for AI leadership, supply chains, and enterprise buyers. He indicated the company is modeling China sales at effectively zero for the next two quarters under current rules, acknowledging that the revenue loss constrains reinvestment in R&D and manufacturing capacity. The message was blunt: a prolonged lockout weakens the U.S. AI stack abroad and cedes room to rivals at home and overseas. Huang pegged Chinaโ€™s accelerator market at roughly $50 billion today with potential to reach up to $200 billion by decadeโ€™s end.
Nokia is making a multiโ€‘year, $4 billion push to expand US R&D and manufacturing as it pivots to AIโ€‘native networks under CEO Justin Hotard. The company will invest roughly $3.5 billion in USโ€‘based R&D spanning networking technologies, defense applications, automation, quantumโ€‘safe networking, and semiconductor development. A further $500 million targets manufacturing and R&D expansion in Texas, New Jersey, and Pennsylvania, strengthening domestic supply chains for critical telecom gear. The plan follows Nokiaโ€™s strategy revamp and creation of a Mobile Infrastructure unit to advance an AIโ€‘native network portfolio across RAN, transport, IP, and cloud.
Indiaโ€™s 5G market has entered a scale phase, with momentum pointing to more than a billion subscribers and deeper network modernization over the next six years. Ericssonโ€™s latest Mobility Report projects over 1 billion 5G subscriptions in India by end-2031, representing about 79% of the countryโ€™s mobile base. Average mobile data usage per active smartphone in India stands near 36 GB per month and is forecast to approach 65 GB per month by 2031. Two demand-side levers stand out: affordable 5G devices and expanding Fixed Wireless Access (FWA), accelerating mainstream adoption and opening a credible substitute to wired broadband in underserved areas.
Jeff Bezos is stepping back into day-to-day operations as co-CEO of Project Prometheus, a new AI company reportedly funded with $6.2 billion to build โ€œAI for the physical economy.โ€ Project Prometheus will be co-led by Bezos and Vik Bajaj, an operator-scientist with leadership experience at Google X, Verily, and Foresite Labs. Early reports indicate the company is targeting engineering and manufacturing tasks across sectors such as aerospace, automotive, and computing hardware. Headcount is already near 100, drawing researchers from OpenAI, Google DeepMind, and Meta, signaling an aggressive push for top-tier AI talent.

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 โ€” 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 โ€” for example, as a category of solution โ€” 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 โ€” with your permission โ€” 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 โ€” 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 โ€” 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 โ€” 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 โ€” 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 โ€” 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 โ€” 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 โ€” 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 โ€” Manufacturing, Mining, Ports, Airports โ€” 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 โ€” use case selection, vendor shortlisting, deployment model, ROI prioritisation โ€” 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 โ€” vendor selection, use case validation, deployment model โ€” 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 โ€” 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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