Your data stays put. Your Digital Colleagues get to work.
Zero-Copy Virtualization unifies your capital project intelligence without migration or vendor lock-in. Digital Colleagues monitor risk, flag variances, and drive EBITDA protection from the moment you go live.
Zero-Copy Virtualization unifies your capital project intelligence without migration or vendor lock-in. Digital Colleagues monitor risk, flag variances, and drive EBITDA protection from the moment you go live.
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Traditional Data Warehousing
is killing your EBITDA
Traditional Data Platforms take 18 months to get your data “AI Ready”,
by which time the decision window has closed and the money is gone.
Traditional Data Platforms take 18 months to get your data “AI Ready”, by which time the decision window has closed and the money is gone.
//Velocity
Decision lag
By the time your data is warehoused, the slip is already in the schedule and the cost overrun is already booked.
//Velocity
Decision lag
By the time your data is warehoused, the slip is already in the schedule and the cost overrun is already booked.
Decision lag
By the time your data is warehoused, the slip is already in the schedule and the cost overrun is already booked.
//Velocity
//Accuracy
Context Gap
Generic platforms & LLMs lack Industrial Context and Project Physics. They struggle with causality.
Context Gap
Generic platforms & LLMs lack Industrial Context and Project Physics. They struggle with causality.
//Accuracy
//Capital
Integration Trap lag
Millions locked in IT migration roadmaps rather than protecting the P&L.
//Capital
Integration Trap lag
Millions locked in IT migration roadmaps rather than protecting the P&L.
Integration Trap lag
Millions locked in IT migration roadmaps rather than protecting the P&L.
//Capital
Every capital project faces all three. Most platforms solve none.
Every capital project faces all three. Most platforms solve none.
The Solution
Democritus is the full-stack vertical AI built to eliminate all three problems
Sovereign virtualization ends the integration trap. Prognosis agents kill the decision lag. Digital Colleagues close the context gap — freeing your team for what only humans can decide.
Sovereign virtualization ends the integration trap.
Prognosis agents kill the decision lag. Digital Colleagues close the context gap — freeing your team for what only humans can decide.
CapEx Defense
CapEx Defense
Agentic intelligence across your entire project portfolio. Surface hidden schedule risk and LD exposure before it becomes a board conversation.
Agentic intelligence across your entire project portfolio. Surface hidden schedule risk and LD exposure before it becomes a board conversation.
Agentic intelligence across your entire project portfolio. Surface hidden schedule risk and LD exposure before it becomes a board conversation.
Real-Time Intelligence
EBITDA Risk Prevention
OpEx Velocity
OpEx Velocity
Autonomous prognosis that sees operational risk before it hits the P&L.
Eliminate rework, idle labour, and decision-lag — before they're ever booked.
Autonomous prognosis that sees operational risk before it hits the P&L.
Eliminate rework, idle labour, and decision-lag — before they're ever booked.
Predictive Risk Control
Domain-Aware Intelligence
Non-Linear Growth
Non-Linear Growth
Digital Colleagues handle the groundwork. Your people handle the decisions.
Scale expert capacity without scaling headcount
Digital Colleagues handle the groundwork. Your people handle the decisions.
Scale expert capacity without scaling headcount
Digital Colleagues handle the groundwork. Your people handle the decisions. Scale expert capacity without scaling headcount
Hidden Cost Elimination
Zero-Move Unification
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Built for the Front Line. Scaled for the P&L
Built for the Front Line. Scaled for the P&L
Built for the Front Line. Scaled for the P&L
Stop funding IT roadmaps. Start protecting margins.
The Control Room
Project Directors
CISO & CIO
CEO & Board
VP Ops & Eng
CFO
Full margin visibility across the portfolio. Know exactly where capital is trapped.
Cash Preservation
The Front Line
Project Directors
CISO & CIO
CEO & Board
VP Ops & Eng
CFO
Control room intelligence at the speed of thought. No more chasing signals.
Operational Truth
The Technology
AI Built for Industrial Physics. Grounded in Domain.
General AI guesses. Democritus understands causality.
Zero-Copy Virtualization
Zero-Copy Virtualization
Connect to your data where it lives.
We infer structure and meaning without moving a byte.
Pay for the brain, not the plumbing.
Connect to your data where it lives.
We infer structure and meaning without moving a byte.
Pay for the brain, not the plumbing.
Causal Intelligence & Extensibility
Causal Intelligence & Extensibility
Pre-built causal models surface value leaks before they compound. Describe any pain point in plain language — a custom agent builds itself.
Pre-built causal models surface value leaks before they compound. Describe any pain point in plain language — a custom agent builds itself.
Proactive Digital Colleagues
Proactive Digital Colleagues
Don't wait for the report. Your Digital Colleagues surface risk, draft the response, and flag it for your decision — before the window closes.
Don't wait for the report. Your Digital Colleagues surface risk, draft the response, and flag it for your decision — before the window closes.
Absolute Sovereignty
Absolute Sovereignty
Your data, your environment, your models. Nothing leaves your perimeter. Fully traceable, auditable, and secure.
Your data, your environment, your models. Nothing leaves your perimeter. Fully traceable, auditable, and secure.
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Built by insiders. Forged in reality
Built by insiders. Forged in reality
Built by insiders. Forged in reality
Founders with 40+ years of combined experience in energy, chemicals, and capital
projects. We've sat in the control rooms and reconciled the spreadsheets at midnight.
40+ years of combined experience in energy, chemicals, and capital projects. We've sat in the control rooms and reconciled the spreadsheets at midnight.
CHIEF EXECUTIVE OFFICER
CHIEF EXECUTIVE OFFICER
Swaroop Gururaj
Swaroop Gururaj
20+ years leading industrial digital transformation at BP & Kongsberg.
20+ years leading industrial digital transformation at BP & Kongsberg.
20+ years leading industrial digital transformation at BP & Kongsberg.
CHIEF TECHNOLOGY OFFICER
CHIEF TECHNOLOGY OFFICER
Ninad
Ninad
20+ years building enterprise scale at Microsoft, Nokia, and Schlumberger.
20+ years building enterprise scale at Microsoft, Nokia, and Schlumberger.
20+ years building enterprise scale at Microsoft, Nokia, and Schlumberger.
founding ENGINEERING team WITH 60+ YEARS IN INDUSTRIAL DATA
founding ENGINEERING team WITH 60+ YEARS IN INDUSTRIAL DATA
100+ combined years of industrial data expertise. We
understand code and physics.
100+ combined years of industrial data expertise. We
understand code and physics.
100+ combined years of industrial data expertise. We understand code and physics.
TIME TO VALUE
From first connection to full intelligence — in months, not years.
day 01
Data Activation
Connect to data sources where they live. Zero migration, zero lag.
Get physics-aware answers within hours of going live.
week 01
Agent Mandate
Deploy autonomous agents against specific financial mandates.
Intelligence that acts, not just reports.
month 03
Digital Workforce
Scale to a portfolio-wide workforce of Digital Colleagues — each trained on your operational context
Scale
Start with one project. Scale to your entire portfolio.
Democritus activates on a single mandate and expands at your pace
Expand to a portfolio-wide workforce of custom Digital Colleagues
Expand to a portfolio-wide workforce of custom Digital Colleagues
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Returns compound on the
P&L from Day 1.
Projected value-at-stake based on industry reports & domain insights
Example Capital project
$52M+
PER PROJECT
Total Value at Stake
$500M
Baseline CapEx
$17M+
CapEx Released
CapEx Defense: Immediate release of risk contingency and avoidance of 18-month SI "Migration" fees.
$10M+
OpEx Saved
OpEx Velocity: Automated claim
mitigation and schedule compression.
Stop paying for the "Data Chase."
$25M+
Risk Avoided
Working Capital Release: Predictive
"Project Physics" flags rework before it’s
committed. Reclaim trapped risk capital.
Example Capital project
$52M+
PER PROJECT
Total Value at Stake
$500M
Baseline CapEx
$17M+
CapEx Released
CapEx Defense: Immediate release of risk contingency and avoidance of 18-month SI "Migration" fees.
$10M+
OpEx Saved
OpEx Velocity: Automated claim mitigation and schedule compression. Stop paying for the "Data Chase."
$25M+
Risk Avoided
Working Capital Release: Predictive "Project Physics" flags rework before it’s committed. Reclaim trapped risk capital.
Example Capital project
$52M+
PER PROJECT
Total Value at Stake
$500M
Baseline CapEx
$17M+
CapEx Released
CapEx Defense: Immediate release of risk contingency and avoidance of 18-month SI "Migration" fees
.
$10M+
OpEx Saved
OpEx Velocity: Automated claim mitigation and schedule compression. Stop paying for the "Data Chase."
$25M+
Risk Avoided
Working Capital Release: Predictive "Project Physics" flags rework before it’s
committed. Reclaim trapped risk capital.
Frequently Asked Questions
001
Does "Day 1 Readiness" mean I don't need to clean my data?
Correct. Our virtualization layer handles the messy reality of industrial data. Your teams don't have to stop and clean everything before you see value. Moreover the noisy data contains invaluable signals for the AI to make realistic inferences.
Does "Day 1 Readiness" mean I don't need to clean my data?
Correct. Our virtualization layer handles the messy reality of industrial data. Your teams don't have to stop and clean everything before you see value. Moreover the noisy data contains invaluable signals for the AI to make realistic inferences.
002
Will this replace my engineers?
Will this replace my engineers?
003
We have legacy systems that are 20 years old. Can you connect?
We have legacy systems that are 20 years old. Can you connect?
004
Is my data secure?
Is my data secure?
005
How is this different from traditional data platforms?
How is this different from traditional data platforms?
Couldn’t find your answer?
Send us an email at info@democritius-ai.com