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nPlan vs Nodes & Links

Two AI project-controls tools that work on the schedules you already have. nPlan leans on a dataset it says holds 750,000+ historical schedules to forecast uncertainty for every activity, flag risky activities against your risk register and generate schedules from scope documents. Nodes & Links lets planners ask a schedule plain-language questions about what changed and why, with continuous quality scanning, change logs and delay tracing. Vendor pages read Oct 21, 2026; desk research, not tested, no winner.

DESK RESEARCH, NOT TESTED. Compiled from vendors' public websites (accessed Oct 21, 2026). Vendor claims are not verified by Means & Methods Lab. No scores or rankings.

In short: nPlan (Scheduling & risk; no public prices (quote / sales)) vs Nodes & Links (AI project controls & schedule analysis; no public prices (quote / sales)). Facts last checked Oct 21, 2026. No winner declared; not tested.

Side by side

nPlan vs Nodes & Links: vendor-published facts side by side
Sheet rownPlanNodes & Links
CategoryScheduling & riskAI project controls & schedule analysis
AI role (our label)AI-firstAI-first
What it doesAI for project controls trained on a dataset the vendor says contains 750,000+ historical schedules (over $2Tn of construction spend). Four use cases: Plan (generate schedules from scope documents, check schedule integrity), Assure (activity-level uncertainty forecasts), De-risk (flag risky activities and check them against your risk register), and Deliver (project and portfolio summaries). Products: Portfolio, Insights, Schedule Studio, and Schedule Integrity Checker; vendor says Schedule Studio connects to Claude and ChatGPT and exports XER. Works with existing schedules. Sectors listed include highways, rail, and heavy infrastructure. Re-read Oct 17, 2026: the homepage also points to a Model Performance 101 white paper that frames forecast accuracy as mean absolute error (MAE), which it says falls as more schedules become available, and offers user training courses with certifications. Re-checked Oct 19, 2026: the homepage now also lists Decision Intelligence (route options when a project reaches a crossroads) and Insights Risk Professional, cites $500bn of projects under active management (vendor claim), mentions a Driving Paths view in Schedule Studio, and offers nPlan Academy courses of about two hours with certifications. Its featured white paper is now AI-First Project Controls and Delivery; the Model Performance 101 paper we noted Oct 17 is no longer linked on the homepage. Re-checked Oct 20, 2026: homepage unchanged in substance (750,000+ schedules and over $2Tn of spend, the four use cases, $500bn under active management, nPlan Academy courses of about two hours); the product menu lists Insights Pro, Insights Core, Insights Contract Risk, Insights Risk Professional, Insights Project Management Professional, Portfolio, Schedule Integrity Checker, Schedule Studio and Decision Intelligence, and a featured blog post describes Schedule Studio's link to Claude and ChatGPT for questions, edits, health checks and XER export (vendor statements). Re-checked Oct 21, 2026: unchanged in substance (750,000+ historical schedules, the four use cases, Schedule Studio's link to Claude and ChatGPT with XER export, nPlan Academy courses of about two hours); the homepage now lists Project Controls Expo Australia 2026 at the Melbourne Cricket Ground among its events and a blog recap of its AI Day mentioning a Decision Intelligence demo and an orchestration engine it calls Khaleesi (vendor statements).AI project-controls platform where users ask their schedule plain-language questions about what changed, why it matters and what to do next. Vendor says answers are auditable and traceable to source, built on models compatible with P6 principles and 10+ years of scheduling R&D, and offers three modes: hands-on platform tools, on-demand answers, and automated monitoring. Listed functions: continuous schedule-quality scanning (stale logic, broken links), change logging (who changed what, when) with critical-path and milestone impact, ongoing what-if stress tests of the critical path, and role-specific status summaries. Vendor says it is ISO 27001 certified and that customer data never touches public LLMs (vendor claims, not verified). Example prompts include asking which changes since the last update drove the biggest delays on or near the critical path. Re-read Oct 17, 2026: the homepage says schedule versions and key project documents are pulled in and kept in sync through enterprise-grade APIs and integrations without manual uploads, and that a Platform Mode shows how each answer was produced. Re-checked Oct 19, 2026: unchanged in substance (plain-language schedule questions, answers grounded in auditable models compatible with P6 principles, ISO 27001, data kept off public LLMs, Platform Mode, 10+ years of scheduling foundations); the homepage now contrasts itself with generic LLMs and says its answers have no hallucinations (vendor claim, not verified), and still offers free access with a work email. Re-checked Oct 20, 2026: homepage unchanged in substance; its feature pages describe a Delay Navigator that traces a chosen activity back through its predecessors to the start delay, shows the impact on later activities and ranks the suppliers, activities or contractors contributing most delay by activity code (pitched for planners, consultants and gathering evidence for disputes), Change Control with side-by-side critical-path comparisons in an interactive Gantt, and Schedule Integrity with 14 DCMA metrics (the page spells it DMCA) plus 29 proprietary checks and configurable thresholds; the Security FAQ says the platform runs on AWS with logical tenant isolation, default data hosting in the USA, EU, UK and Australia, ISO 27001 and UK Cyber Essentials, and AES-256 encryption at rest (vendor statements). Re-checked Oct 21, 2026: unchanged in substance (plain-language schedule questions with auditable answers, three modes, continuous schedule-quality scanning, change logging, what-if stress tests of the critical path, role-specific summaries, data kept off public LLMs, Delay Navigator tracing a start delay through predecessors); the no-hallucinations line and customer quotes are vendor claims and not used.
Who it's forProject owners and contractors' project controls teams.Schedulers and planners, project controls, project managers and executives at general contractors, owner-operators, PMOs and consultancies (vendor menu).
Pricing (as publicly stated)No public prices found (checked Oct 16, 2026; unchanged Oct 17, 2026 evening re-read): the vendor site has no pricing or plans link in its navigation or footer, and /pricing and /plans return a not-found page. The site's calls to action include "Get a demo" and "Talk to us". Confirm current pricing with the vendor. Re-checked Oct 19, 2026: unchanged. /pricing still returns not found. Re-checked Oct 20, 2026: unchanged; /pricing still returns not found; Talk to us. Re-checked Oct 21, 2026: unchanged; /pricing still returns not found; Talk to us.No public prices found (checked Oct 16, 2026; unchanged Oct 17, 2026, when the homepage also offered "Start Free Now" access with a work email; no plan terms shown): the vendor site has no pricing or plans link in its navigation or footer; /pricing redirects to the homepage and /plans returns a not-found page. The site's calls to action include "Get a demo" and "Contact us". Confirm current pricing with the vendor. Earlier note (Oct 15, 2026): homepage routes to a demo. Re-checked Oct 19, 2026: unchanged. (/pricing still redirects to the homepage). Re-checked Oct 20, 2026: unchanged (/pricing still redirects to the homepage); the homepage's calls to action are now Talk to your project, Get a Demo and See it on my project, and we did not see the Start Free Now offer. Re-checked Oct 21, 2026: unchanged (/pricing still redirects to the homepage); calls to action are Talk to your project, Get a Demo and See it on my project, and the Start Free Now work-email sign-up is shown again at the foot of the homepage, with no plan terms.
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Vendor links
Sources

Facts last checked: Oct 21, 2026. Prices change; check the vendor page before relying on them.

Where the vendor descriptions differ

  • Core approach: nPlan says its AI is trained on 750,000+ past schedules representing over $2Tn of construction spend and forecasts the uncertainty of every activity, not only a rolled-up result. Nodes & Links says its answers are grounded in auditable models compatible with P6 principles and 10+ years of scheduling R&D, and that a Platform Mode shows how each answer was produced.
  • Schedule quality: nPlan offers a Schedule Integrity Checker that identifies integrity issues and reports on schedule composition. Nodes & Links describes continuous scanning for stale logic, broken links and weak updates, plus a change log of who changed what and when, with the impact on the critical path and key milestones.
  • Risk and delays: nPlan flags risky activities, checks them against an uploaded risk register and, for portfolio owners, looks for systemic risks; its Decision Intelligence product is pitched at choosing a route when a project reaches a crossroads. Nodes & Links runs ongoing what-if stress tests of the critical path, and its Delay Navigator traces an activity back through its predecessors to where a delay started and filters by activity codes to show which suppliers or contractors contribute most.
  • Creating schedules and AI assistants: nPlan's Schedule Studio generates and edits schedules from scope documents and, per nPlan's blog, connects to Claude and ChatGPT for questions, edits, health checks and XER export. Nodes & Links says schedule versions and key documents are pulled in and kept in sync through APIs and integrations, and that customer data never touches public LLMs.
  • Training and access: nPlan offers nPlan Academy courses of about two hours with certifications for users at customer organizations. Nodes & Links shows a Start Free Now work-email sign-up on its homepage with no plan terms, alongside demo requests.
  • Pricing (checked Oct 21, 2026): neither publishes prices. nPlan's /pricing returns not found and the site routes to Talk to us; Nodes & Links' /pricing redirects to the homepage, which offers Talk to your project, Get a Demo and the free sign-up.
  • Not used here: nPlan's $500bn-under-management figure and accuracy statements, Nodes & Links' no-hallucinations line and six-month mitigation quote, and customer quotes on both sites (vendor material). Neither tool has been tested by Means & Methods Lab.

Paraphrased from the sources listed above. Vendor claims are reported as claims.

What users say

The facts above come from vendor websites. Whether either tool is any good for your work is something only people who use them can say. These are member reviews, all ratings shown, never edited or removed for being negative.

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Questions to ask in your review

  • How each handles your scheduling software, file formats and update cadence
  • How either tool's forecasts or delay findings compare with your own QSRA or forensic analysis on a past project
  • What the Nodes & Links free access includes and how long it lasts
  • What either tool costs for one project versus a portfolio
  • What did you use it for, on what kind of work and project size?
  • How long did setup and training take, and who on your team did it?

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