AI-Powered Business Intelligence
for Future-Proof Decision-Making
AI-Powered Business Intelligence
for Future-Proof Decision-Making
Your AI Brain.
Custom-Built for Your Business.
Your AI Brain.
Custom-Built for Your Business.
We build your company’s own thinking layer — trained on your data, workflows, and systems.
Operate smarter, faster, and more autonomously — all without moving your data or compromising control.
We build your company’s own thinking layer — trained on your data, workflows, and systems.
Operate smarter, faster, and more autonomously — all without moving your data or compromising control.
Build Your AI Brain
Build Your AI Brain
The Enterprise AI Gap
Everyone Wants AI. Few Make It Work.
Everyone Wants AI. Few Make It Work.
Everyone Wants AI. Few Make It Work.
The Promise
Real-time decision-making
Real-time decision-making
End-to-end automation
End-to-end automation
10x productivity
10x productivity
The Reality
Fragmented systems
Fragmented systems
Generic, untrainable models
Generic, untrainable models
Consultants without delivery
Consultants without delivery
6+ months later… still a pilot
6+ months later… still a pilot
AI doesn’t fail because the models are bad. It fails because
AI doesn’t fail because the models are bad. It fails because
it doesn't know your world.
it doesn't know your world.
🤩
😵💫
Data Munger Makes What Different
Data Munger Makes What Different
Not AI-as-a-Service. AI-as-a-System.
We don’t hand you a tool. We build a custom AI brain — trained on your operations, secure in your infrastructure, and ready to execute.
Automatically optimize decisions with real-time experimentation and AI-driven recommendations — boost efficiency, cut costs, and maximize ROI.
1
We Learn Your Business
We Learn Your Business
We don’t “fine-tune” on generic corpora. We ingest your real workflows, domain logic, and frontline know-how — even the undocumented stuff.
We don’t “fine-tune” on generic corpora. We ingest your real workflows, domain logic, and frontline know-how — even the undocumented stuff.
2
We Connect the Chaos
We Connect the Chaos
From legacy systems to modern SaaS, we unify your data into a coherent, queryable, privacy-respecting intelligence layer.
From legacy systems to modern SaaS, we unify your data into a coherent, queryable, privacy-respecting intelligence layer.
3
We Deploy Fast
We Deploy Fast
No endless roadmaps. From idea to value in 30 days. Start with one high-impact agent — expand as you go.
No endless roadmaps. From idea to value in 30 days. Start with one high-impact agent — expand as you go.
4
You Stay in Control
You Stay in Control
Your data stays in your cloud — or your servers.
We support on-prem deployments, air-gapped environments, and open-source model options.
Your data, your model, your brain.
Your data stays in your cloud — or your servers.
We support on-prem deployments, air-gapped environments, and open-source model options.
Your data, your model, your brain.
5
We Evolve Continuously
We Evolve Continuously
Every action, every user correction makes your AI smarter — without needing a developer in the loop.
Every action, every user correction makes your AI smarter — without needing a developer in the loop.
A Full-Stack Intelligence Platform
— With Deployment Flexibility
01
Smart Data Infrastructure
FOUNDATION LAYER
FOUNDATION LAYER
M
Munger AI
Send a message to your munger ai channel.
Total pipeline
Paid
Pay
40k
30k
20k
10k
0k
Q1
Q2
Q3
Q4
Donut chart
Paid
Pay
Generate
Live sync across silos
(ERP, CRM, docs, APIs)
Business semantic layer
+ entity resolution
Secure metadata extraction
with zero raw data exfiltration
01
Smart Data Infrastructure
FOUNDATION LAYER
M
Munger AI
Send a message to your munger ai channel.
Total pipeline
Paid
Pay
40k
30k
20k
10k
0k
Q1
Q2
Q3
Q4
Donut chart
Paid
Pay
Generate
Live sync across silos
(ERP, CRM, docs, APIs)
Business semantic layer
+ entity resolution
Secure metadata extraction
with zero raw data exfiltration
02
Modular AI Agents Built for Your Use Cases
INTELLIGENCE LAYER
INTELLIGENCE LAYER
Conversational BI –
Ask anything. Get precise answers in your context.
Document Intelligence –
Understand images, scans, camera feeds.
Visual Intelligence –
Understand images, scans, camera feeds.
Knowledge Mining –
Search, synthesize, and connect institutional knowledge.
Powered by your choice of models
Open-source LLMs (LLaMA, Mistral, etc.)
API-compatible commercial models
Fully containerized for on-prem use
02
Modular AI Agents Built for Your Use Cases
INTELLIGENCE LAYER
Conversational BI –
Ask anything. Get precise answers in your context.
Document Intelligence –
Understand images, scans, camera feeds.
Visual Intelligence –
Understand images, scans, camera feeds.
Knowledge Mining –
Search, synthesize, and connect institutional knowledge.
Powered by your choice of models
Open-source LLMs (LLaMA, Mistral, etc.)
API-compatible commercial models
Fully containerized for on-prem use
03
Cognitive Workflows That Think and Act
AUTOMATION LAYER
AUTOMATION LAYER
Decision support
Predictive process flows
Intelligent routing
AI-triggered alerts and communication
03
Cognitive Workflows That Think and Act
Flexible AI Models Tailored to Your Business
Decision support
Predictive process flows
Intelligent routing
AI-triggered alerts and communication
No more SaaS silo — Get intelligence at the edge.
Speed-to-Impact Timeline
Speed-to-Impact Timeline
Speed-to-Impact Timeline
AI, Delivered in 30 Days
From Question to Answer in Seconds
Discovery
Discovery
Discovery
Map systems, workflows,
and untapped opportunities
Map systems,
workflows,
and untapped
opportunities
Map systems, workflows,
and untapped opportunities
Design
Design
Design
Draft architecture +
secure data strategy
(on-prem or cloud)
Draft architecture +
secure data strategy
(on-prem or cloud)
Draft architecture +
secure data strategy
(on-prem or cloud)
Build
Build
Build
Launch first
production-ready
AI agent
Launch first
production-ready
AI agent
Launch first
production-ready
AI agent
Activate
Activate
Activate
Onboard users,
validate ROI,
expand workflows
Onboard users,
validate ROI,
expand workflows
Onboard users,
validate ROI,
expand workflows
Evolve
Evolve
Continuous optimization,
retraining,
and scaling
Continuous
optimization,
retraining,
and scaling
優化
持續優化
再訓練與擴充
Enterprise Outcomes
Enterprise Outcomes
Enterprise Outcomes
Measurable Impact in Days or Weeks
80%+
reduction in
manual processing
80%+
reduction in
manual processing
Tribal knowledge
captured, automated
and reused
Tribal knowledge
captured, automated
and reused
Decision cycles
compressed from
weeks to hours
Decision cycles
compressed from
weeks to hours
Processes optimized
without
reengineering
Processes optimized
without
reengineering
Tangible ROI
inside a quarter
— not a fiscal year
Tangible ROI
inside a quarter
— not a fiscal year
For Builders, Operators, and Innovation Leaders
Automatically optimize decisions with real-time experimentation and AI-driven recommendations — boost efficiency, cut costs, and maximize ROI.
Whether you're modernizing legacy systems
or building AI-native infrastructure from scratch
— DataMunger will embed intelligence at your core.
From Question to Answer in Seconds
Industries We Empower
From Question to Answer in Seconds
Manufacturing
&
Logistics
Financial
Services
Healthcare &
Life Sciences
E-commerce
& Retail
Media &
IP-intensive
orgs
Government
&
Defense
Data Control by Design
Data Control by Design
Data Control by Design
AI That Respects Your Boundaries
We meet your data where it lives — without copying or exposing it.
Automatically optimize decisions with real-time experimentation and AI-driven recommendations — boost efficiency, cut costs, and maximize ROI.
No data leaves your cloud
No data leaves your cloud
Supports VPC, private subnets, and on-prem deployments
Supports VPC, private subnets, and on-prem deployments
Open-source or containerized models available
Open-source or containerized models available
Operate in compliance with SOC 2 and GDPR standards
Operate in compliance with SOC 2 and GDPR standards
Your infrastructure.
Your model.
Your rules.
Munger AI
Don't Fall Behind.
Future-Proof Your Decisions Now.
Don't Fall Behind.
Future-Proof Your Decisions Now.
Munger AI is more than BI — it's AI-driven, real-time decision intelligence.
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