Custom AI Systems for Proprietary Business Knowledge

Custom AI Systems for Inspections, Infrastructure, GIS, and Enterprise Operations

Karman Group designs production-ready AI systems for organizations managing inspections, infrastructure, field operations, GIS intelligence, and enterprise workflows.

We help companies turn proprietary knowledge into usable systems with retrieval, automation, review controls, and integrations that fit the way their teams actually work.

Whether the goal is faster field execution, stronger operational visibility, or better inspection and claims outcomes, we build AI that produces reliable outputs inside real business workflows.

Discuss Your Use Case View What We Build

Industries We Serve

AI-powered solutions for organizations managing complex assets, inspections, field operations, and enterprise workflows.

Utilities & Energy

Modernize field inspections, asset management, GIS workflows, SAP integrations, and operational intelligence across electric, gas, water, and renewable energy organizations.

Roofing Contractors

Automate roof inspections, photo documentation, damage assessments, reporting, and customer workflows using AI-powered inspection intelligence.

Restoration Companies

Improve property assessments, insurance documentation, project tracking, and field operations through intelligent inspection workflows.

Property & Insurance

Transform inspections, claims data, aerial imagery, and property records into actionable reports, risk assessments, and operational decisions.

Engineering & Infrastructure

Enhance asset inspections, condition assessments, field data collection, reporting, and infrastructure management workflows.

Oil & Gas

Improve facility inspections, pipeline documentation, compliance reporting, and operational visibility using AI and geospatial intelligence.

What We Build

Enterprise AI systems that automate inspections, field operations, business processes, and decision-making.

AI-Powered Inspection Platforms

Capture, organize, analyze, and report on field inspections using AI, computer vision, and automated workflows.

Computer Vision & Image Intelligence

Extract insights from photos, aerial imagery, and visual assets to improve accuracy, documentation, and operational efficiency.

GIS & Spatial Intelligence

Integrate mapping systems, spatial data, and enterprise workflows to support asset management and field operations.

Enterprise System Integrations

Connect CRMs, ERPs, GIS platforms, document repositories, and internal systems into a unified operational workflow.

Workflow Automation

Automate intake, routing, approvals, reporting, and operational processes to reduce manual effort and increase consistency.

Custom AI Assistants & Knowledge Systems

Create role-specific AI assistants that securely access business knowledge, documents, and operational data.

Asset Management & Field Operations

Support inspections, infrastructure management, maintenance workflows, and operational visibility across distributed teams.

Cloud-Native Enterprise Applications

Design and deploy scalable business applications that integrate AI directly into everyday business operations.

Enterprise AI Services

Deeper capabilities for complex operational environments

Deeper technical capabilities for organizations that need AI systems deployed into real operational environments.

AI Workflow Automation

Orchestrate cross-team operational workflows with governed AI decision support, human checkpoints, and measurable execution throughput.

Multi-step process orchestration with approval routing
Role-based copilots for operations, PM, and compliance
SLA-aware task triage and escalation pathways
Automated document generation and action handoffs
Audit trails with policy-enforced execution controls

Computer Vision Systems

Deploy production-grade vision pipelines for field imagery, equipment monitoring, and site-level intelligence in complex environments.

Object and anomaly detection across operational assets
Video and image classification tuned to domain context
Edge-to-cloud vision inference deployment patterns
Confidence scoring with analyst review thresholds
Model monitoring for drift and reliability in production

Inspection Intelligence

Convert inspection photos and reports into structured operational intelligence that supports faster decisions and higher consistency.

Photo-based defect tagging and severity ranking
Automated report drafting from visual evidence
Comparative analysis against historical inspections
Quality assurance checkpoints before final submission
Portfolio-level trend detection and risk scoring

Enterprise Integrations

Integrate AI capabilities into enterprise systems without disrupting core operations, controls, or existing security architecture.

API-first integration with internal and third-party systems
Identity-aware connectors for governed data access
Bidirectional sync with CRM, ERP, GIS, and data platforms
Event-driven triggers for real-time workflow activation
Secure deployment in cloud, hybrid, or on-prem environments

GIS + AI Systems

Fuse geospatial layers with AI models for territory intelligence, asset prioritization, and location-aware operational planning.

Spatial anomaly detection across infrastructure footprints
Map-native analytics for utilities and field operations
Predictive maintenance and risk heatmapping
Geofenced automations for site-specific workflows
Decision support with temporal and geospatial context

Custom AI Development

Engineer bespoke AI platforms tailored to your data landscape, compliance obligations, and operational outcomes.

Domain-tuned model strategy and system architecture
Retrieval and reasoning pipelines for proprietary data
Evaluation harnesses for reliability and governance
Production observability, versioning, and rollback safety
End-to-end delivery from pilot through enterprise rollout

AI Products in Production

Vertical AI products built by Karman Group LLC and powered by Karman AI, deployed in real operational workflows.

AI Product in Production

Karman AI demonstrates how Karman Group LLC turns domain-specific workflows, visual data, and reporting requirements into a production AI system.

Generates structured outputs in minutes instead of manual turnaround
Applies AI analysis inside a repeatable workflow
Supports roofing, property, and insurance use cases
Demonstrates how custom systems can be deployed in production

AI Product in Production

TaxCreditCapEx

TaxCreditCapEx is an AI-powered tax credit intelligence platform built by Karman Group LLC and powered by Karman AI.

The platform analyzes property addresses to identify Historic Tax Credits, Opportunity Zones, Brownfields, NMTC, LIHTC, energy incentives, state credits, and local programs. It estimates credit value, scores eligibility, prepares HPCA documentation, and helps match projects with investors.

AI Opportunity Reports for property screening
Historic Tax Credit and HPCA workflow automation
Federal, state, and local incentive discovery
Eligibility scoring and risk flagging
Investor matching and monetization support

Explore TaxCreditCapEx

System Integrations

Connected to the systems your teams already use

Built for interoperability with document repositories, internal applications, CRM systems, claims and property platforms, and cloud infrastructure.

Designed for API-driven deployment across production environments, internal tools, and business workflows.

Document Repositories

CRM / CMS

Claims Platforms

Internal APIs

Business Data Activation

Turn documents, records, and internal knowledge into working AI systems

Connect documents, records, images, and internal systems
Retrieve trusted answers from business-specific knowledge
Generate drafts, summaries, reports, and structured outputs
Keep humans in control with review and approval steps

Workflow Control

Built for review, routing, and real operational use

Karman Group systems are designed to fit existing business operations, with clear routing, validation, and integration points instead of isolated AI demos.

We enable the following capabilities:

Role-aware assistants for internal teams
Routing and escalation based on business rules
Audit-friendly review workflows
Outputs delivered into existing tools and teams

System Flow

From proprietary business data to useful outputs

Documents, Records, Images, Internal Data

→

LLM + AI Processing

→

Review, Validation, Business Rules

→

Reports, Drafts, Actions, Structured Outputs

→

Teams, Systems, and Customer Workflows

Technology Groups

Built on Modern Enterprise AI Infrastructure

Karman Group develops production-ready AI systems using modern cloud infrastructure, enterprise integrations, GIS intelligence, computer vision, and scalable AI architectures.

AI & Computer Vision

Custom multimodal AI systems, computer vision workflows, and enterprise AI orchestration.

OpenAI

Anthropic

Qwen

Hugging Face

PyTorch

Gemini Pro

Cloud & Deployment

Scalable cloud-native infrastructure and deployment pipelines designed for enterprise reliability.

AWS

Cloudflare

Docker

Vercel

Enterprise & GIS Systems

Enterprise integrations, spatial intelligence systems, operational workflows, and infrastructure analytics.

Esri

SAP

Salesforce

PostgreSQL

PostGIS

Development Stack

Modern full-stack engineering for scalable web, mobile, and AI-driven operational platforms.

Next.js

React

TypeScript

Node.js

GitHub

Designed for operational environments across inspections, infrastructure, utilities, energy, and enterprise workflows.

Why Karman Group

Enterprise AI delivery with real-world experience in inspections, GIS, infrastructure, and operational systems.

Enterprise systems experience

GIS and spatial intelligence expertise

AI and computer vision engineering

Workflow automation and integrations

Production deployment focus

Practical business outcomes

Leadership Experience

Karman Group LLC combines enterprise software, AI, GIS, inspection intelligence, and operational systems expertise to help organizations modernize complex workflows and deliver measurable business outcomes.

Shawn McCarthy

Chief Technology Officer (CTO)

Former founder of eMarket Software.
Software company acquired by PennWell Corporation.
Patent holder in enterprise collaboration technology.
Enterprise architect specializing in AI, GIS, inspection intelligence, and operational systems for utilities, infrastructure, energy, and field operations.
Creator of the Karman AI inspection intelligence platform.

John Clift

Founder & Strategic Operations

Founder of Karman Group LLC and Karman AI.
Experience leading operational and technology initiatives.
Focused on enterprise growth and strategic partnerships.
Drives long-term vision and business strategy.
Passionate about applying AI to real-world operational challenges.

Chris Fields

VP Sales & Marketing

Business development and market expansion.
Strategic partnerships and customer acquisition.
Pilot program development and industry outreach.
Sales strategy and growth initiatives.
Building relationships across target industries.

Jim Rogers

CFO & Capital Strategy

Financial planning and forecasting.
Capital strategy and fundraising support.
Corporate finance and growth planning.
Investor relations and business operations.
Long-term financial strategy.

Learn More About Our Team

About

Practical custom AI systems, built for production

Karman Group LLC builds custom AI infrastructure and workflow systems for companies that need more than a generic assistant. We focus on practical deployment, domain fit, and measurable value inside the way a business actually operates.

Our work is centered on production outcomes, not prototypes. We partner with teams to map operational constraints, align technical architecture to business priorities, and deliver systems that can be governed, adopted, and scaled.

Our team has delivered software, GIS, asset management, and operational intelligence solutions supporting utilities, infrastructure operators, field service organizations, engineering teams, and inspection programs.

How We Deliver

Discovery and workflow mapping with business stakeholders
Architecture for secure data access and governed AI usage
Rapid implementation cycles with measurable delivery milestones
Operational launch planning, team onboarding, and iteration

What Clients Gain

Faster operational decisions with trusted AI-assisted context
Reduced manual workload across high-volume business processes
Clear integration paths into enterprise systems and data flows
A practical roadmap from pilot implementation to production scale

Whether supporting inspection intelligence, infrastructure analytics, GIS-driven operations, or enterprise workflow automation, Karman Group focuses on building durable AI capabilities that create operational advantage over time.

Contact / Discovery

Discuss a Custom AI System for Your Business

Tell us about your inspections, documents, data sources, workflows, or operational challenges. We will help identify where AI can create practical business value.