Defend and protect with 100% accuracy and full context
Understand exactly what was known, flagged and decided throughout preconstruction, with the full record of when it was documented and why, so you have the ground to protect the company when or if disputes arise.
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Trusted by Industry Leaders
We partner with leading general contractors across North America, Europe, and the Middle East to field-test our construction intelligence models on live, complex builds.
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Continuously audit project history
When an issue arises months later, figuring out who knew what and when can turn into a nightmare of sifting through scattered emails and file versions. Neuron Factory’s preconstruction knowledge graph gives you a transparent, chronological project history from first phone call to production handoff and beyond.
- Understand the full record of every single decision and version change in the preconstruction phase.
- Get a verified timeline tracking what was known, what was marked as a risk, and why.
- Identify detailed records of scope revisions, site reports and design sign-offs.
Defend disputes and protect margins
Without a data-backed record, defending against a dispute often comes down to whoever’s memory is more convincing. Our platform allows you to establish defensible, documented grounds to protect the organization and preserve project margins.
- Unveil liabilities hidden between documents, clashes between disciplines and missing details before contracts are executed.
- Remove guesswork and friction in meetings by maintaining a unified truth record.
- Mitigate legal and operational exposure by enforcing template standards across contract packages.
Proactively identify operational risks
Operational risks that show up in the construction phase always cost more to fix than the ones caught in review, and a pile of late RFIs is usually the first sign something was missed. Uncover permitting, licensing, and contractual exposure hidden in the tender package before it becomes the company’s problem to defend.
- Flag regulatory and compliance red flags—permitting, licensing, code requirements—not just pricing risk.
- Spot critical site conditions early, such as soil composition issues, permitting restrictions or ingress/egress complications.
- Attach written specs directly to drawings to catch trade coverage gaps and unassigned subcontractor responsibilities.
Trace document context straight to the original source
An unverified alert is essentially useless as it often requires a double-check by hand. Our construction document management platform preserves full context transparency and auditability by citing every automated risk alert directly in the source documentation.
- Eliminate manual searching with hyperlinked alerts that directly link back to the source page.
- Link insights back to original blueprint files, spec divisions and material lists at the same time.
- Get full visibility into the reasoning so you are always in control.
No more guessing during preconstruction
Instead of reacting to costly late-stage disputes, leverage a fully auditable project history record to proactively address site conditions, scope shifts, and compliance discrepancies before they turn into financial penalties.