Up to 80%*
Process time reduction
AI-BUILT ENTERPRISE DIGITAL TWIN
Enterprise Due Diligence and Transformation Connected to Capital Markets
AI continuously updates a digital twin of your enterprise from real system data, runs diligence for risks and quality assurance, designs best practices including AI agents, and helps implement them.
Trusted by leaders building what comes next
OUTCOMES
Results You Can Measure
Up to 75%*
GPU cost reduction
Real-time
Quality control & assurance
End-to-end
Data governance & risk control
*Observed in selected engagements; results vary with scope and data access.
One Digital Twin. Two Decisions.
For Investors · Due Diligence
See how a business actually runs before you invest.
- Process, data, and GPU risks from real system data
- Gaps between documented and actual operations
- Value-creation priorities for the hold period
For Enterprise Leaders · Transformation
Find what to fix, fix it, and keep it fixed.
- Bottlenecks across processes and data flows
- Lower AI infrastructure and GPU cost
- AI agents and controls, implemented and monitored
HOW IT WORKS
From Real Data to Measurable Change
01
Build the Digital Twin
AI maps processes, data governance, and AI infrastructure from ERP, CRM, and other real data.
Processes · Data Governance · AI / GPU
02
Diligence & Continuous Assurance
Gap and risk analysis, then real-time quality control and assurance as new data arrives.
03
Design Best Practices
Optimal processes, data governance, and AI infrastructure for your context.
04
Implement
Process changes, AI agents, governance controls, and GPU optimization, tracked against KPIs.
04 Implement ↩ 02 Diligence & Continuous Assurance · Continuous
INSIDE THE DIGITAL TWIN
Three Connected Maps, Built from Real Data
PROCESS INTELLIGENCE
Four Layers. Built Up from Real Data.
We connect strategy to execution, detailed processes, and outcomes—evidence first, not interviews.
DATA → STRATEGYStrategyStrategy ExecutionDetailed ProcessesOutcomesREAL DATA · THE FOUNDATIONERP · CRM · Excel · Hidden data · Video & audio · More
External Sources
Vendors · Partners · External operationsIngestionInternal Systems
ERP · CRM · Data platformsAnalytics & AICorporate Decisions
Vendors · Partners · External operationsIngestionInternal Systems
ERP · CRM · Data platformsAnalytics & AICorporate Decisions
Ownership · Lineage · Quality · Access · Controls
DATA SUPPLY CHAIN & GOVERNANCE
The Full Data Supply Chain—Inside and Out.
We model data from vendors and external operations through your internal systems to the corporate decisions it drives.
AI INFRASTRUCTURE & GPU
Know What Your AI Costs—and What It Delivers.
We map workloads, GPU utilization, and spend to cut idle capacity and cost.
WorkloadsGPU UtilizationCostOptimization
Idle capacityWorkload fitCost trend
AI-NATIVE
Built by AI, Not by Interviews.
Traditional approachAIx2
SourceInterviews, workshops, sample documentsReal system data: ERP, CRM, files, logs, audio & video
CoverageSamplesFull authorized dataset
TimingPoint-in-time snapshotContinuously updated
EffortLarge manual teamsAI-led, minimal human in the loop
OutputSlide reportLive digital twin + implemented change
Experts validate material findings and decisions. AI does the analytical work.
CONNECTED TO CAPITAL MARKETS
Turn Enterprise Evidence into Capital.
Pioneering enterprises often have breakthrough technology but little investment-ready evidence. The digital twin closes that gap.
Fundraising for Pioneering Enterprises
Turn how your company actually runs into an evidence-based investment story.
- Investment-ready operating evidence
- Clear transformation and growth priorities
- Materials for investor discussions
Capital Allocation
Put capital where the evidence says it creates value.
- Risks and opportunities ranked by impact
- Transformation investments prioritized
- Post-investment progress tracked continuously
Built by a team from McKinsey, Stanford AI research, and Bay Area AI engineering.