DMI’s AI Factory to Accelerate AI Adoption

DMI’S AI FACTORY
TO ACCELERATE
AI ADOPTION
BUSINESS BENEFITS
DMI’s AI Factory boosts Generative AI integration across industries with blueprints, pre-trained models,
architectures, and practical experience, emphasizing operational efficiency and innovation. It optimizes AI
development, deployment, and management, focusing on Responsible AI. The key benefits are reduced
infrastructure needs, faster growth, and scalable deployment.
Organizational
Preparedness for AI Adoption
The AI Factory provides a
preparedness toolkit that helps
assess readiness of an organization
for adoption of AI.
Enhanced Developer
Experience (DX)
The AI Factory provides the ability
to download the artifacts and
allows developers to customize
the AI application based on
business needs using their choice
of development IDEs prior to
deploying the app.
Develop and Deploy Accurate
and Relevant AI Applications
The AI Factory allows businesses
to customize powerful base
generative models using
organizations enterprise data that
help build tailored AI applications
based on specific business needs.
Improved User Trust and
Transparency
Gen AI applications deployed
through AI factory provide
citations or references to the data
sources that allows users to verify
the accuracy of the information,
thereby building trust.
Streamlined AI
Development Process
DMI’s AI Factory is a full-stack
solution that includes all the
necessary tools and features for
data collection, model fine
tuning, model evaluation, model
monitoring and deployment.
Accelerated Time-to-Market
and Risk Reduction
The AI factory provides out of
the box LLM evaluation metrics
that helps evaluate and monitor
conversational dialogs and
generated responses for better
compliance with organizational or
industry-specific policies.
FEATURES
DMI AI FACTORY ARCHITECTURE
AI Preparedness Toolkit for AI
maturity assessments. Out-of-the-box
blueprints, reference architectures, and
frameworks.
Faster Time to Value and Flexibility to
Deploy to Commercial and Government
Clouds.
Automated provisioning of applications
for multimodal AI (text, image).
Custom Model Builder to improve
performance & reliability on your unique
use cases and data.
Industrial Scale Gen AI LLM Ops
with guardrails for LLM evaluation,
monitoring, privacy, and security.
Bring Your Own Data using custom ETL
pipelines for Generative AI applications.
Accelerators & Re-usable
Models/ Components
Solution Blueprints &
Reference Architectures
Reusable Open
Source/COTS/ GOTS
AI
Experts
DMI Center of Excellence (CoE)
Data / Text / Image /
Video / Tabular
Agile
Process Governance Change
Management
Enterprise Integration
Predictive AI
ModelOps MLOps/Observability
Testing Data
Sourcing Dataset Data Exploration
/ Annotation
Train Develop
Models
Model
Serving
Generative AI
Core Features
LLMOps LLM Observability
Select LLM Data Prep Evaluate RAG and Fine-tune Deploy
Factory Catalog
(datasets/ models/
pipelines)
Automated
Provisioning (Envs
and GPUs using IaC)
Hybrid Cloud
/Sand Box
Env(s)
Governance
RAI
(Responsible)
DMI AI
Preparedness
Toolkit
LLM
Ground Truth
Analysis
LLM
Firewall
Security IdM
Cloud/EDGE Enabler
Mission
Needs
Stakeholders
Data
Engineer
Business
Analyst
Data Scientist
Enterprise
Governance
AI Regulatory
Requirements
(NIST AI 600-1,
AI RMF, EO and
OMB)
Operating
Constraints
Infrastructure
Culture
Change Mgmt
AI
Products
HCD/
Design Thinking
AI-Capabilities
People
Hybrid Cloud
Platform
(FedRAMP)
Users
DMI is a leading global provider of digital services working at the intersection of
public and private sectors. With broad capabilities across IT managed services,
cybersecurity, cloud migration and application development, DMI provides
on-site and remote support to clients within governments, healthcare, financial
services, transportation, manufacturing, and other critical infrastructure sectors.
DMI has grown to over 2,100+ employees globally and has been continually
recognized as a Top Workplace in both regional and national categories.
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