Built for Builders
Understands projects, contracts, cost, procurement, finance and approvals as one operating context — not just separate files.
CONNECT · ORCHESTRATE · UNDERSTAND · ACT
The Intelligence Layer
for Companies That Build.
Company + project intelligence for contractors, real-estate developers & asset owners.
One brain across the systems already in place. No rip & replace.
Give every company that builds one living intelligence layer.
Your business already runs across project systems, ERP, finance, procurement, contracts, documents, email and approved messaging. ProjBrain connects the context between them so each authorized user can ask the same brain and get the information they are allowed to see. No rip & replace.
Project Intelligence
Commercial & Claims
Finance & Cash
Documents & Knowledge
Procurement Intelligence
Decision Intelligence
Risk & Early Warning
Executive Briefings
Human-Approved Actions
The Problem
Every team has part of the truth.
No one sees the whole picture in time.
13 HRS/WK
Looking for the right information
Average time spent finding role-critical data — Autodesk, 2025
37%
Integration barrier
Existing-system integration blocks AI adoption at scale — RICS, 2025
30%
Data quality & availability
Fragmented or incomplete data limits AI value — RICS, 2025
WHAT THIS LOOKS LIKE
A site issue is discussed in chat, scheduled in one system, priced in another, governed by a contract and approved by email. Teams spend hours reconstructing what happened before they can decide what to do next.
WHY NOWAI is entering every major system — but the business is still fragmented.
45%No AI implementation
34%Still in early pilots
<1%Organisation-wide AI
RICS AI in Construction, 2025
Process FailureFragmented Context
Fragmentation turns small issues into expensive decisions.
The information exists — but it moves through disconnected systems, documents and conversations. Context is lost between the event, its business impact and the decision that follows.
01
Incident Occurs
Project RealityA delivery, design change, payment issue or site event changes what the project needs.
Status: New Signal
02
Hidden Context
ConversationThe reason, workaround or approval may sit in email, messaging or a meeting — outside the formal project record.
Status: Partial Picture
03
Disconnected Records
Different SystemsSchedule, cost, procurement and contract records update separately, often at different times.
Status: Fragmented Context
04
Business Impact
Decision RiskBy the time the pieces are reconstructed, the decision may be late and the cost, delay or entitlement is already real.
Status: Action Required
Value Delivery // Outcomes
Faster decisions. Clearer risk. Stronger governance.
ProjBrain brings the relevant business and project context together at the moment a decision is needed — without pretending early-stage outcomes are already measured.
01. DECISIONS
Fragmented→Connected
Compress Decision Cycles
02. RISK
Reactive→Earlier
Surface Risk Earlier
03. GOVERNANCE
Opaque→Traceable
Make Decisions Traceable
One place to understand what is happening across the business — and act on it.
ProjBrain connects the systems, documents and conversations a contractor or developer already uses. Ask naturally; it connects the relevant context, explains what matters and moves the next step forward for human approval.
Company + Project Context
P
Intelligence & Action
One brain. Any channel.
Web, app, WhatsApp and Telegram can all reach the same role-aware intelligence layer.
Ask.
Understand.
Act.
Meet users where work already happens.
ACCESS CHANNELS
4
Same intelligence. Different role. Different access.
app.projbrain.com/hq
Needs Your Attention · Sample Data
5Decisions
3Risks
2Deadlines
Item
Action
Context
Supplier Delivery
Review
Project + Procurement
Variation Exposure
Explain
Commercial + Finance
Contract Notice
Prepare
Contract + Project
Why ProjBrain Can Win
Built to understand the business of building.
General enterprise AI connects to company data. ProjBrain is built to understand how projects, contracts, cost, procurement, finance and decisions work together.
Cross-Business Reasoning
Connects a project event to its commercial, financial and operational consequences — so the answer reflects the business around the project.
System of Action
Turns connected context into warnings, recommendations, drafts and next steps — with people in control of consequential actions.
Compounding Operating Memory
Events, decisions and outcomes become reusable intelligence across future projects and the company.
Works With Existing Systems
Connects the tools already in place instead of forcing a contractor or developer to replace its operating environment.
GCC Built-In
Arabic/English workflows, private-deployment options and regional communication channels are part of the product from the start.
ILLUSTRATIVE CROSS-BUSINESS EXAMPLEOne event. Connected consequences.
01Supplier delay
→
02Payment blocked
→
03Project impact
→
04Commercial exposure
→
05Notice deadline
→
06Human-approved action
The value is not finding six records. It is understanding how they affect one decision.
Market Opportunity
A large software market — with a focused GCC enterprise entry.
$12.9B
TAM PROXY2026 construction management software market estimate · Fortune Business Insights, Aug 2026
$500M+
MODELED GCC SAMInitial GCC enterprise opportunity · internal management estimate
$50M ARR
5-YEAR SOM TARGETManagement target · account and pricing assumptions available in diligence
Land. Expand. Compound.
01
CORE
Enterprise LicenseAnnual Subscription
02
SCALE
Usage & WorkflowsValue-Aligned Expansion
03
ENTERPRISE
Private DeploymentKSA-Hosted · VPC · On-Premise
04
UPSELL
Advanced IntelligenceHigher-Value Workflows
LAND
High-Value Decisions · project, commercial & procurement
EXPAND
Across Company · more projects, roles & use cases
COMPOUND
Company Memory · more context & reusable intelligence
Competitive Landscape
Different starting points.
One operating gap.
Most products start from a platform, general company knowledge or a focused construction workflow. ProjBrain starts from how a contractor or developer operates across them.
Platform-centered workflows
Strong systems for managing records, projects and transactions inside their product ecosystems.
Procore · Autodesk · Oracle / Aconex · SAP
General company intelligence
Powerful general-purpose search, assistants, connectors and configurable agents across enterprise data.
ChatGPT Enterprise · Claude · Gemini · Copilot · Glean · Gaia
Focused construction workflows
Deep value around specific construction use cases, documents, schedules, risk or commercial workflows.
Trunk Tools · Document Crunch · nPlan · Wenti Labs
Company + project operating intelligence
Connects project, commercial, procurement, finance, contracts and company context to reason across the business and move the next step forward.
The Intelligence Layer for Companies That Build
PROJBRAIN'S POSITIONNot another system to replace the others. An intelligence layer designed to connect the operating context between them.
Validation
Demand validated across contractors and developers.
3 SIGNED LOIs
Top GCC Contractor
Top-Tier Saudi Contractor
Real Estate Developer
ACTIVE PIPELINE
Regional Engineering & Design Group
Contractors / Developers
Owners / PMOs
MVP Developed
Initial functional product and interaction model.
Buyer Validation
Signed demand spans contractors and a real-estate developer.
2 Industry Advisors
Senior GCC construction leaders guiding product & GTM.
GTM Defined
Enterprise wedge and paid-deployment motion ready for execution.
Built by people who understand both sides of the problem.
Deep Saudi/GCC construction leadership paired with enterprise AI architecture and deployment experience.
TO BE HIRED POST-ROUND:
AI/ML LeadAgentic systems & evaluation
Backend / Data EngineerConnectors, pipelines & scale
Enterprise GTM LeadGCC construction & development
MG
Mohammed Ghannam
Founder & CEO- 16+ yrs construction · Saudi/GCC
- MBA · AI/ML engineer
- Commercial, operations & P&L leadership
AK
Ahmad Khader
CTO & Co-Founder- 13+ yrs ML/AI architecture
- MSc Data Science
- Data, retrieval, orchestration & secure deployment
18-Month Execution
From MVP to repeatable enterprise deployment.
Launch
Month 0Pre-seed close. Team assembled. Production build begins.
Deploy
Month 4First paid enterprise deployments with contractors and developers.
Convert
Month 93+ enterprise conversions. Repeatable deployment motion proven.
Seed-Ready
Month 15–18Measured customer value, expansion motion and seed readiness.
CONTRACT MODELEnterprise
PAID DEPLOYMENTS4–6
ENTERPRISE CONVERSIONS3+
PILOT VALUEMeasured
Fund the proof. Then scale.
PRE-SEED ROUND
$2M
18 months runway
We are raising $2M to harden the core platform, build the AI & data layer, execute paid enterprise deployments and prove a repeatable GCC deployment motion.
USE OF FUNDS
40%Core Platform
Connectors, workflows, web + messaging experience
25%AI & Data Layer
Context, retrieval, evaluation, security and governance
25%Paid Deployments
Live contractor & developer deployments
10%Business Development
GCC enterprise partnerships and GTM
18-MONTH MILESTONES
Launch Production Platform
Execute Paid Deployments
Convert Enterprise Customers
Position for Seed Round
Build with the whole picture —
not fragments.
Built for contractors, real-estate developers and asset owners. One brain across the systems already in place — with source-linked answers and human control where it matters.