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Nodes & Links vs ALICE

Two AI tools that work from your existing schedule, not like-for-like. Nodes & Links is a project-controls platform where you ask your schedule plain-language questions about what changed, why it matters and what to do next, with ongoing schedule-quality and change monitoring. ALICE simulates many construction scenarios to optimize, de-risk and recover a schedule (it calls this generative scheduling), and can build a baseline from a 3D model. Both quote prices. Vendor pages read Nov 1, 2026; desk research from vendor sites, no winner.

DESK RESEARCH FROM VENDOR SITES. Compiled from vendors' public websites (accessed Nov 1, 2026). Vendor claims are not verified by Means & Methods Lab. No scores or rankings.

In short: Nodes & Links (AI project controls & schedule analysis; no public prices (quote / sales)) vs ALICE (Scheduling; no public prices (quote / sales)). Facts last checked Nov 1, 2026. No winner declared; desk research from vendor sites.

Side by side

Nodes & Links vs ALICE: vendor-published facts side by side
Sheet rowNodes & LinksALICE
CategoryAI project controls & schedule analysisScheduling
AI role (our label)AI-firstAI-first
What it doesAI project-controls platform ("Talk to your project") 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 years of scheduling R&D, and offers three modes: on-demand answers, hands-on platform control (a Platform Mode shows how each answer was produced) and automated monitoring. Schedule versions and key project documents are pulled in and kept in sync through APIs and integrations without manual uploads. 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. 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 dispute evidence); Change Control with side-by-side critical-path comparisons in an interactive Gantt; Schedule Integrity with 14 DCMA metrics (the page spells it DMCA) plus 29 proprietary checks and configurable thresholds; and Portfolio, Trends, an AI Agent for chatting with project data and AI Reports. Free Education Hub courses include an AI QSRA (quantitative schedule risk analysis) walkthrough. 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, AES-256 encryption at rest, daily encrypted backups replicated to a separate AWS region, role-based least-privilege access with MFA for privileged accounts and independent penetration testing, and that customer data never touches public LLMs (vendor statements, not verified). The no-hallucinations line, customer quotes and case-study figures are vendor claims and are not used.AI construction scheduling software that simulates many scenarios to optimize, de-risk and recover schedules, at bid stage and during construction. The vendor calls this "generative scheduling", with what-if exploration of construction scenarios. Products listed: ALICE Optimize (including Targeted Optimization, finding the fastest path to a schedule acceleration target), ALICE Analyze (a single view of project and portfolio health), ALICE Model (baseline from a 3D model) and ALICE FieldPlan (In Beta; lookaheads connected to drawings), plus a Schedule Insights Agent / Construction Schedule Agent for chatting with a schedule and a Schedule Quality Score that says what to fix and why. Its DCMA Schedule Check runs a DCMA 14-point quality check plus additional analysis on uploaded P6 or Microsoft Project schedules (missing relationships, unrealistic durations, critical path problems) with a scorecard, re-running each time a schedule is generated or optimized. Imports Microsoft Project, Oracle Primavera P6 and Primavera Cloud schedules. Project types named: industrial (energy, data centers, battery plants, chemical plants, mines, pipelines), civil and transit (railways, metros, highways, bridges, tunnels, viaducts) and buildings. The FAQ says the platform is SOC 2 Type II compliant and Cyber Essentials Plus certified, data is encrypted in transit and at rest, and customers own their data (vendor statements). Deployment-value figures are vendor claims not used here.
Who it's forSchedulers and planners, project controls, project managers and executives at general contractors, owner-operators, PMOs and consultancies (vendor menu).Owners, contractors, and consultants. Pricing FAQ says it is most often used by GCs and owners in infrastructure, industrial, and commercial sectors, generally on projects of at least $75M construction value.
Pricing (as publicly stated)Not publicly listed. The vendor site has no pricing or plans link; /pricing redirects to the homepage and /plans returns a not-found page. Calls to action are Talk to your project, Get a Demo, See it on my project and Log In, and a Start Free Now sign-up with a work email has appeared at the foot of the homepage, with no plan terms shown. Confirm current pricing with the vendor.No public prices. The pricing page says "Start here to request a custom quote of ALICE", with a questionnaire (company type, project size, construction value of your average project, priorities, location) followed by a consultation call to share tailored pricing; no figures. Pricing is based on the size and scope of your projects, with unlimited users and unlimited data. The FAQ says the price covers the platform plus dedicated customer success time, and that ALICE is generally used on projects with a construction value of at least $75M. Confirm pricing with the vendor.
User reviewsNo reviews yet. Read or writeNo reviews yet. Read or write
Vendor links
Sources

Facts last checked: Nov 1, 2026. Prices change; check the vendor page before relying on them.

Where the vendor descriptions differ

  • Core job (vendor pages): Nodes & Links lists continuous schedule-quality scanning (stale logic, broken links), change logging with critical-path and milestone impact, what-if stress tests of the critical path and role-specific status summaries. ALICE lists ALICE Optimize (scenarios from a P6 or Microsoft Project schedule), ALICE Analyze (project and portfolio health), ALICE Model (a baseline from a 3D model) and ALICE FieldPlan, still marked In Beta.
  • Asking questions: Nodes & Links is built around Talk to your project and says each answer is traceable to source, with a Platform Mode showing how an answer was produced. ALICE lists a Schedule Insights Agent for chatting with a schedule, plus Targeted Optimization, a Schedule Quality score and a DCMA Schedule Check in its menus.
  • Schedule data: Nodes & Links says schedule versions and project documents are pulled in through APIs and integrations without manual uploads, and that its models are compatible with P6 principles. ALICE imports Oracle Primavera P6, Primavera Cloud and Microsoft Project schedules.
  • Not like-for-like: Nodes & Links is aimed at monitoring and explaining changes in a live schedule for schedulers, project controls and executives. ALICE is aimed at generating and comparing alternative sequences to shorten or recover a schedule, and its pricing FAQ says it is generally used on projects of at least $75M construction value.
  • Security (vendor statements): Nodes & Links says it is ISO 27001 certified and that customer data never touches public LLMs. ALICE's FAQ says it is SOC 2 Type II compliant and Cyber Essentials Plus certified.
  • Pricing (checked Nov 1, 2026): neither publishes prices. Nodes & Links' /pricing redirects to its homepage, with Talk to your project, Get a Demo and Log In. ALICE uses a custom-quote questionnaire and a consultation call, with unlimited users and unlimited data.
  • Not used here: ALICE's project-value deployment figure, the Nodes & Links no-hallucinations line, and customer quotes from both sites. Facts for both tools come from vendor websites (desk research).

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.

Used either of these? Share your take

Good or bad, an honest review from an estimator, PM or super helps the next team more than another vendor demo. You post under a handle; your email is never shown.

Questions to ask in your review

  • Whether you mainly need to explain and monitor changes in the schedule you have (Nodes & Links) or generate alternative sequences to shorten or recover it (ALICE)
  • What either costs for your project size, since both quote
  • How each handles your P6 or Microsoft Project files and update cadence
  • 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?
  • What does it cost you in practice, compared with what the sales call said?

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