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LSA Digital
Human-AI Architecture

WHAT'S YOUR IDEA_

We run your idea through our Human-AI concept-to-scale cycle:

DEVELOP

Build a lean Business Plan with videos, presentations, financial models, market analysis, and product demos.

DEPLOY

Build a working PROTOTYPE with rapid feedback cycles — pilot-ready and compliant (safe & secure).

DISRUPT

Use the product to disrupt the status quo — dramatic savings, increased revenue, accomplished mission objectives at scale.

What is your idea for scaling m|

See How We Work

Human-AI Consulting for Enterprise, Government, and Founders

We build AI products in days, not months, with the compliance and oversight enterprises require. FedRAMP, HIPAA, and 25+ years of enterprise architecture, paired with startup velocity.

Enterprise Heritage.
Startup Velocity.

We aren't just figuring things out. We are veterans of Scaled Agile and Digital Transformation. We know the enterprise landscape because we helped build it.

Today, we combine that deep discipline with the raw acceleration of Human-in-the-Loop AI.

Deep expertise in Scaled Agile & Enterprise Architecture
Strategic Rigor meets Generative Speed
Proven methodologies, modernized for AI
From complex transformation to rapid execution

Speed vs. Compliance & Scale

LSA Zone
Risk
Legacy
HighSPEEDLow
LowCOMPLIANCE & SCALEHigh
Fast but NOT scalable
Fast but NOT compliant
Heavy documentation
Traditional consulting
Heavy Planning, no outcomes
Human-AI Balance
Value-first
Built-in compliance
The LSA Zone

Develop. Deploy. Disrupt.

We are a mix of business planners, agile product managers, AI/ML experts and enterprise architects with deep digital transformation experience across commercial, federal, state and local government.

Explore the Full Cycle
Time to Value

The LSA Advantage

Traditional consulting and product development takes months. Our Human-AI approach delivers in days*.

*assuming a small-to-medium sized product, from idea-to-scale

Traditional Approach

The old way of doing things

2-4 weeks
Business Requirements
4-8 weeks
Develop & Planning
3-6 months
Development & Testing
2-4 months
Compliance & Security
6-12 months
Scale to Production
Total Time12-24 months
Heavy documentation overhead
Slow feedback cycles
High risk of scope creep

LSA Human-AI Approach

Concept to Scale, fast

Total Time3-6 months
Human Product Manager consulting to sharpen your ideas
Not just AI-generated screens—real strategic guidance
AI-accelerated development with built-in compliance
Our Portfolio

Proven Solutions

A collection of our own products and successful deployments. Everything we build is designed for real-world impact and "everything is for sale."

LSARS

Environmental Permitting & Compliance Platform

Accelerate environmental permitting and compliance with AI-driven analysis and expert verification.

Stage: DEVELOP (Working prototype; demos & buyer feedback)
Domain Experts: Partnership with key environmental expert and population health informatics professor
Technology: Cloud infr + Public LLM APIs + Custom Small Language Models (SMLs)

MEDICODAX

Human-AI Medical Coding Solution

Transform medical coding with Human-AI collaboration, improving accuracy and reducing burnout.

Stage: DEVELOP (Working prototype; demos & buyer feedback)
Domain Experts: Partnership with small/medium clinics (inpatient & outpatient)
Technology: Cloud infr + Public LLM APIs + Custom Small Language Models (SMLs)

EPMS

AI-Assisted Product Management

Accelerate product discovery and roadmap planning with our Exploratory Product Management System.

Phase: DEPLOY (actively being used for entrepreneur product lifecycle)
Domain Experts: LSA Digital are the product management experts, with premier partnership and sponsorship of Scaled Agile, Inc.
Technology: Cloud infr + Public LLM APIs

Human-AI Concept Lab

Process Optimization with Human-in-the-Loop AI

Process optimization where AI analyzes workflows while humans retain control. Now productized as JarvisIM. Visit jarvisim.ai for the full product experience.

Phase: DEVELOP (developing prototype)
Domain Experts: LSA Digital are the enterprise process experts, with premier partnership and 17+ year experience with ARIS
Technology: Cloud infr + Public LLM APIs

PopHealthMap (formerly HSRA)

Population Health and Environmental Risk Mapping

AI-powered population health and environmental risk mapping platform with regulatory-grade precision. Now branded as PopHealthMap. Visit pophealthmap.com for the full product experience.

Stage: DEVELOP (Working prototype with demos & buyer feedback)
Domain Experts: Partnership with key environmental expert and population health informatics professor
Technology: Cloud infrastructure + Public LLM APIs + Custom Small Language Models

ReimagineIt

AI-Guided Process Transformation

Transform business process bottlenecks into actionable blueprints with AI-guided discovery and Innovation Lab ideas.

Phase: DEPLOY (Public Beta at reimagineit.ai)
Technology: Next.js, TypeScript, AI-powered discovery engine
Features: Organization management, initiative tracking, blueprint generation

Squawk

Social Publishing & Approval Workflow Platform

Coordinate expert-driven social content from discovery to approvals, scheduling, and multi-platform publishing in one system.

Phase: DEPLOY (Dogfooding for LSA Digital social publishing)
Workflow: Discovery, approvals, queueing, scheduling, and publishing operational
Technology: Next.js, TypeScript, org-based workflow engine, API integrations

AI Accelerator

Open

6-Week Hands-On Mentorship

Not a course. A senior mentor embedded with your team for 6 weeks, building real AI workflows, processes, and systems alongside you.

Let's Get Started

Fractional CTO

Service

Senior Technology Leadership, On Your Terms

Strategy, architecture, team building, and AI-native planning — backed by decades of hands-on technology leadership across ten industries.

Learn More
LSA Concept Lab

Explore
Human-AI Concepts

See how Human-in-the-Loop workflows could look for your idea. This is a conceptual demonstration, not a final architecture.

Awaiting input.
Enter an idea to explore concepts.

Proof, not promises

Trusted where the work is hard.

  • “The LSA team took the time to understand how the market actually operates, not just digitize what we were already doing. It has completely changed how we run the market.”
    Carol Baldwin
    La Jolla Open Air Farmers Market
  • “LSA introduced AI driven approaches that helped us summarize information, create presentations, and share progress more effectively.”
    Jeffrey Ballinger
    Best, Best & Krieger LLP
  • “Dedicated, persistent, and involved to the highest degree. We would be months behind without LSA.”
    Nate Severance
    US Air Force Research Labs Munitions Directorate
  • “A strategic framework that maximized value, streamlined operations, and enriched decision-making. Crucial to our future readiness.”
    Scott Whitacre
    US Air Force Research Labs Digital Capabilities Directorate
  • “Helped us with Enterprise Architecture governance and application portfolio analysis — worked to "connect the dots" between various Boeing organizations and improve EA value, delivering framework implementation, training, and application of standards in the field.”
    Ahmad Yaghoobi
    Ahmad Yaghoobi
    Boeing
  • “The thing that stood out most about LSA's advisory was the ability to connect "classroom theory" with "real life." Someone I would trust to deliver results and influence organizational change.”
    Lauresa Escribano
    Lauresa Escribano
    IBM
  • “Led a team to design and implement a custom automated EA solution — identifying risks related to applications and processes, training and mentoring experienced folks in business, application, and data architecture.”
    Chad Bepple
    Chad Bepple
    IRS
US Air Force Research LabsVanguardBoeingU.S. Office of Personnel ManagementUSAAAmerica's NavyGRU
83%Modern delivery practice adoption
69%Increase in planned-work completion
10+ yrsTrusted across federal, F500, and SMB

Insights & Impact

We don't just build; we teach, write, and share. Explore our latest thinking on where Human + AI is heading.

Webinar Recap: Human-AI for Product Value Beyond Proof-of-Concepts
Webinar

Webinar Recap: Human-AI for Product Value Beyond Proof-of-Concepts

You heard the AI hype, then you saw what happens when things get practical. On Thursday, September 18 at 10:00am EDT, we hosted an interactive session. LSA Digital’s Keith Mangold and ARIS Chief Evangelist J-M Erlendson walked through what it takes to unlock business value from Human-AI systems once teams move past the prototype stage.

Learn More
Podcast Appearance: Doing Business with a Servant’s Heart
Podcast

Podcast Appearance: Doing Business with a Servant’s Heart

Mike Idengren's featured appearance on the podcast Doing Business with a Servant's Heart hosted by Steve Ramona.

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Human-AI for Product Value Beyond Proof-of-Concepts Webinar Recap
Webinar

Human-AI for Product Value Beyond Proof-of-Concepts Webinar Recap

On July 31st @ 12pm EST - Mike Idengren and Keith Mangold joined the SAFe® Government Insider series to share how Human-AI systems can move beyond pilots and deliver real results—especially in complex, high-stakes government environments.

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WYB Podcast Guest topic – Scaled Agile and Architecture
Podcast

WYB Podcast Guest topic – Scaled Agile and Architecture

Explore key takeaways from Mike Idengren of Lean Scaled Architects in Episode 6 of "WhatsYourBaseline" podcast. Learn how LSA integrates agile methodologies with enterprise architecture for effective digital transformation in government and public sectors.

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LeDuc + LSA podcast: Digital Agility + Leadership
Podcast

LeDuc + LSA podcast: Digital Agility + Leadership

Discover insights on digital agility and leadership in our latest podcast episode with expert interviews and actionable strategies.

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LSA ProspectPilot Human-AI Marketing Solution
Case Study

LSA ProspectPilot Human-AI Marketing Solution

See how we built a Human-AI solution to "flip the script" on marketing – less expensive "spray and pray" advertising, and more low-cost building trust up front.

Download PDF
How We Built a Human-in-the-Loop AI System — Webinar Recap
Webinar

How We Built a Human-in-the-Loop AI System — Webinar Recap

Yesterday, Mike Idengren and Keith Mangold from LSA Digital hosted a live webinar to showcase how we designed and implemented a real, working Human-in-the-Loop AI outreach system — from concept to operational deployment.

Learn More
Human-AI Process Intelligence for Better AI Investment Decisions
Human-AI

Human-AI Process Intelligence for Better AI Investment Decisions

To realistically achieve the highest-impact AI ideas, prioritize the best process changes, staffing plans and technology roadmaps.

Learn More
White Paper: How to Get Your Architecture Implementation Off to a Good Start
Case Study

White Paper: How to Get Your Architecture Implementation Off to a Good Start

Buying a tool isn’t the same as implementing architecture. This white paper outlines how to approach EA implementation like a real program — with strategy, governance, and adoption built in from day one. Perfect for teams rolling out tools like ARIS or Alfabet.

Download PDF
View All Insights(Podcasts, Patents, Archives)