ProjectHindsight —
built from the
ground up for infrastructure

Six deeply integrated features that work together to turn your organisation's project experience into a living, searchable, actionable knowledge base.

🔍
Semantic AI Search
Finds lessons by meaning — not keywords
📥
Document Extraction
AI pulls lessons from any uploaded report
🌐
Knowledge Discovery
Searches published industry reports globally
⚠️
Risk Assessment
Matches new projects to past failures proactively
Review & Approval
Quality-controlled, auditable knowledge base
🤝
Knowledge Commons
Opt-in sector-wide knowledge sharing
🔍 Search 📥 Extraction 🌐 Discovery ⚠️ Risk ✅ Review 🤝 Commons 📊 Compare
Feature 02 — AI Document Extraction

Upload a report.
Get structured lessons.

Drop in any project document — post-project review, meeting minutes, risk register, closeout report. Our AI reads it, identifies the lessons and structures them into the ProjectHindsight standard format: title, root cause, so what, impact level, category, outcome type and tags. All automatically.

Supports PDF, Word documents and plain text uploads
Extracts 8–20 structured lessons per document automatically
AI assigns impact level, category, outcome type and confidence score
Root cause and "So What" fields extracted — the most actionable fields
All extracted lessons go through human review before entering knowledge base
PDF & Word Support AI Extraction Root Cause Analysis Confidence Scoring
Extract from Document
📄
AMP8_MainsRenewal_PostProject_Review.pdf
2.4MB · Uploaded just now
AI extracting lessons… 14 of 18 processed
✓ Lesson extracted
Unknown service conflicts with heritage pipework caused 4-week delay to mains renewal programme
Type: Challenge
Impact: High
Category: Planning
Confidence: 91%
Feature 03 — Knowledge Discovery

The world's project
knowledge, at your fingertips

Your organisation's internal lessons are valuable — but so is the global body of published infrastructure knowledge. Knowledge Discovery uses AI to search published reports, government reviews, academic papers and industry case studies and extract relevant lessons directly into your knowledge base.

AI searches the web for published reports relevant to your query
Extracts structured lessons from accessible documents automatically
Sources include NAO, IPA, government reviews, academic papers and industry bodies
Save discovered lessons directly as new projects in your knowledge base
Paste any URL directly to extract from a specific report
Web AI Search External Reports URL Extraction Save as Project
Knowledge Discovery
🌐 water mains renewal lessons learned
✓ 28 lessons extracted from 4 accessible documents
UKWIR: Optimisation of Water Mains Renewal
11 lessons
ukwir.org
Predictive modelling can improve renewal efficiency by 30% based on real-world utility data…
EPA Flint Water Crisis — Response & Lessons
6 lessons
epa.gov
Failure to conduct corrosion control treatment resulted in lead contamination affecting…
World Bank Water Supply Case Studies
11 lessons
worldbank.org
Community involvement and phased renewal plans can enhance project success…
Feature 04 — Risk Assessment

Know what went wrong
before it goes wrong again

Before you start a new project, describe what you are doing. ProjectHindsight's Risk Assessment engine compares your project scope against every relevant past lesson in the knowledge base and flags the risks most likely to affect you — ranked by similarity and impact.

Input your new project scope and type — AI does the matching
High, medium and low risk flags with source lessons linked
Each flag shows the original lesson, root cause and recommended mitigation
Results exportable as a project risk report for planning documents
Improves as more lessons are added — learning from every project
Proactive Risk Flags Similarity Matching Risk Reports Mitigation Advice
Predict Project Risks
DN200 Mains Renewal — Station Road
4 risks flagged
Unknown service conflicts likely in heritage road
Category: Planning · Source: Lesson #047
94% match to past lesson
Traffic management permit delay risk — 6 week lead time required
Category: Regulatory · Source: Lesson #023
88% match to past lesson
Specialist pipe joining contractor availability — order 12 weeks early
Category: Procurement · Source: Lesson #061
79% match to past lesson
Night working restrictions in residential area — check BWMS licence
Category: Stakeholder · Source: Lesson #034
71% match to past lesson
Feature 05 — Review & Approval Workflow

Human-in-the-loop.
Always.

AI extracts and suggests — but your team decides what enters the knowledge base. Every lesson goes through a structured review workflow before it is published. This keeps the knowledge base accurate, trusted and auditable — critical for regulated infrastructure organisations.

AI-extracted lessons sit in a review queue before publication
Reviewers can approve, edit or reject individual lessons
Full audit trail — who approved, when, and what was changed
Role-based permissions — admin, reviewer, contributor, viewer
Review activity logged for governance and compliance reporting
Approval Workflow Audit Trail Role Permissions Quality Control
Review Queue — 3 pending
Pending
AI Extracted · 91% confidence
Groundwater ingress during excavation caused 2-week delay to pipe installation
Category: Construction · Impact: High · Outcome: Challenge
Approved
By J.Smith · 2 hours ago
Early engagement with EA accelerated abstraction licence by 6 weeks
Category: Regulatory · Impact: High · Outcome: Success
Pending
AI Extracted · 84% confidence
Supplier single point of failure for specialist fittings — 8-week lead time not anticipated
Category: Procurement · Impact: High · Outcome: Challenge
Feature 06 — Knowledge Commons

Benefit from the sector.
Give back to it.

Knowledge Commons is a voluntary, anonymised sharing layer that allows organisations to contribute lessons to a sector-wide pool — and benefit from others' experience in return. All sharing is opt-in. All data is anonymised before sharing. Your organisation's identity is never revealed.

Opt-in per lesson — you choose exactly what to share
Organisation name and sensitive details stripped before sharing
Search the commons alongside your private knowledge base
See sector patterns — which risks are most common across infrastructure
Available on Premium and Enterprise plans
Anonymised Sharing Opt-in Only Sector Intelligence Privacy Protected
Knowledge Commons — Sector View
Sector-wide patterns across 847 anonymised lessons
Supply Chain
72%
Ground Conditions
58%
Permit Delays
44%
Design Changes
38%
YOUR CONTRIBUTION
12 lessons shared to Commons · Organisation identity anonymised

ProjectHindsight vs the alternatives

Not all knowledge management tools are created equal

Capability ProjectHindsight Generic Knowledge Base SharePoint / Confluence
Search
Semantic AI search (meaning not keywords)
Similarity scoring and ranking
Full text keyword search
AI & Automation
AI lesson extraction from documents
External knowledge discovery (web search)
Proactive risk assessment on new projects
Governance & Compliance
Review and approval workflowPartialPartial
Full audit trailPartial
ICO registered, GDPR compliant, UK hosted
Infrastructure-Specific
Built for infrastructure sector terminology
ProjectHindsight lesson format (Root Cause / So What)
Sector-wide Knowledge Commons

See it for yourself

The best way to understand ProjectHindsight is to use it. Start your 30-day free trial today — or book a conversation with the founder and we will walk you through it live.