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Nodes & Links

Agentic AI that audits, risk-analyzes, and reports on construction project schedules

Nodes & Links is an AI-powered project controls platform that layers on top of a client's existing Primavera P6, Microsoft Project, or Asta Powerproject schedule. Its "AI Scheduling Operator" continuously audits schedule data quality, tracks and explains logic/date changes, runs automated quantitative schedule risk analysis (QSRA), and generates natural-language progress and risk reports for large infrastructure, energy, and construction megaprojects.

$24.8M total across 4 rounds, including a ~£7.9M (~$10.9M) round announced July 2021 and a $12M Series B led by ETF Partners announced February 2025 (some European press reported the Series B as €11.4M); other named investors include SFC Capital, Uncorrelated Ventures, Tech Nation, and Seedcamp. Also has a deployment partnership with Leonard, VINCI's innovation and foresight platform, via its CATALYST program (a business partnership, not confirmed as an equity investment) raisedGrowth Stage
Founded 2018 · Named enterprise customers per vendor case studies and site logos: Balfour Beatty, VINCI, BAM Nuttall, Costain, DPR Construction, Turner & Townsend, Ferrovial, Zachry, EKFB, Laing O'Rourke, AECOM, Worley, Equinix, Hill, Strabag, and Galliford Try. A company-produced talk claimed the platform was operating in 23 countries and growing "300-400% annually" (self-reported, not independently verified); the exact number of paying accounts is not publicly disclosed. Third-party trackers estimate roughly 56 employees as of late 2025 (not an official company disclosure)
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WHY IT EXISTS

Why This Tool Exists

The Problem

Large infrastructure and construction megaprojects run on Primavera P6 or Microsoft Project schedules with tens of thousands of activities. Vendor case studies report project controls teams on large-scale projects spending around four days of every two-week reporting cycle manually auditing schedule quality, tracing changes, and building progress/risk reports, leaving little time to act on the risks those reports surface.

The Solution

Nodes & Links deploys an "AI Scheduling Operator" on top of a client's existing P6, MS Project, or Asta Powerproject schedule that continuously flags data-quality issues, logs and explains every logic/date change, runs automated schedule risk simulations (QSRA) across tens of thousands of activities in minutes per vendor claims, and answers natural-language questions or auto-generates role-specific reports instead of manual spreadsheet analysis.

USAGE

How You Use It

Delivery Method
SaaSAPI
Integrations
Primavera P6Oracle Primavera Cloud (OPC)Microsoft ProjectAsta Powerproject
Disciplines
Construction, Civil Engineering
Workflows
Coordination & Delivery
Project Phases
Bidding/Procurement, Construction Administration
Project Types
Infrastructure, Industrial, Data Centers, Commercial
TRANSPARENCY

Data Transparency

Exactly what this tool uses and how

Input
What it needs
Required:Project schedule exported from Primavera P6, Microsoft Project, or Asta Powerproject
Optional:Portfolio of multiple project schedules, Progress/actuals updates, Resource and cost data for Earned Value Management
Formats:Primavera P6, Oracle Primavera Cloud, Microsoft Project, Asta Powerproject
Output
What you get
Format:Web dashboards, automated natural-language reports, and AI chat answers covering schedule health, risk, and progress
Fields:Schedule Health/Integrity score and flagged data-quality issues, Change Control log (who changed what, when, and why), Critical path and top-five impactful paths, Delay Navigator root-cause analysis (Contribution Mode / Dates Mode), AI QSRA probabilistic completion-date forecasts, Earned Value Management and resource metrics, CO2/carbon footprint calculation (PAS-2080 compatible), Portfolio-level health scoring across projects
Algorithm
How it works
Model:Proprietary machine learning models trained on historical project schedule data; exact model architecture is not publicly disclosed. In company-produced educational content, a spokesperson describes client-specific models that continue learning from that client's own data without pooling it into other clients' models (unverified marketing claim, not addressed in the published privacy policy)
Accuracy:No independently published accuracy or error-rate metric. Vendor case studies cite business-outcome numbers instead: e.g., Turner & Townsend reports "40x faster" change analysis, AI QSRA analyzing 50,000 activities in under 2 minutes, and per-account case studies citing 210-360 hours/month of time saved (Costain, TruWest) and a claimed 327% ROI (Turner Costain)
Privacy
How your data is protected
Retention:No fixed duration publicly stated — the privacy policy says personal data is retained "for as long as we need it" unless a longer period is required for legal, accounting, or regulatory reasons
Training:Not addressed directly in the published privacy policy. In company-produced educational content, a spokesperson states that client schedule data trains client-specific ML models that keep learning from that client's own data and are not fed back into other clients' models — this claim is not independently verified
Compliance:ISO 27001 badge displayed on site (certificate not publicly published), SOC 2 badge displayed on site (audit report not publicly available), Subject to UK/EU GDPR as a data processor (GDPR has no separate "certification" to hold)
API
Integration
Endpoint:Contact vendor for API access — marketed as "Full API coverage" and integration with P6/Oracle Primavera Cloud workflows, but no public developer documentation was found
Method:Not publicly documented
USE CASES

Use Cases

  • ·Auditing Primavera P6 or MS Project schedule data quality before stakeholder reporting
  • ·Tracing and explaining logic/date changes across schedule baselines for claims and dispute support
  • ·Running quantitative schedule risk analysis (QSRA) across tens of thousands of activities to forecast completion-date probability
  • ·Portfolio-level health and risk monitoring across multiple concurrent infrastructure or construction projects
  • ·Generating automated, role-specific progress and risk reports for executives, project managers, and schedulers
PRICING

Pricing

Free
Free demo only — no self-serve free tier or published trial
Pro
Not publicly specified — sold as an enterprise SaaS subscription, priced by request
Enterprise
Custom pricing for enterprise/portfolio deployments; contact vendor for a quote
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Research Sources & Data QualityLast verified: 2026-07-17
Data Sources (14)
Verified Data (11)
problem, solution, deliveryMethod, integrations (P6/MSP/Asta confirmed via demo page and product video), yearFounded, founders, headquarters (Companies House registered office), fundingTotal (cross-checked across TechFundingNews, UKTN, PropTechConnect), customerBase (named logos and case-study metrics from vendor site), privacy data-location and retention language (from published privacy policy), compliance badges (ISO 27001, SOC 2, as displayed on vendor site)
Not Found (7)
api-documentation, pricing, independently-verified accuracy/error-rate metrics, exact paying-customer count, AI-training data-use policy beyond informal spokesperson claims, SOC 2/ISO 27001 audit reports or certificate numbers, employee count from an authoritative first-party source
Our Commitment: We only include verified data from official sources. If information isn't publicly available, we mark it as "Not publicly specified" rather than guessing.
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