Abstract AI neural network with glowing blue-to-purple gradient nodes and flowing data streams
Agentic AI for the Frontier Firm

Automate. Scale.
Build What's Next.

Hart LM designs and deploys custom AI agents, intelligent workflows, and SaaS products that turn operational friction into your sharpest competitive edge.

Powering Industries
Healthcare · Legal · Real Estate · Media and beyond
n8nLangChainOpenAIAnthropicLangGraphAutoGenCrewAIAWSAzureGCPMakeZapierHIPAACA Compliant
Why Hart LM Exists

Bridging the gap between knowing and doing.

Most businesses know AI could transform their operations — but the gap between knowing and doing is where value gets lost. Hart LM builds real systems that run, scale, and pay for themselves.

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Market growth projected to 2033
0%
Productivity gain for AI-integrated teams
0%
ROI reported in 6 months (healthcare)

Results in 30 Days

We start with a focused paid pilot that proves ROI before any big commitment. Real automation, real metrics, real fast.

Agentic AI — Not Just Bots

Agents that reason, plan, and take action across multi-step workflows — not rule-based scripts that break the moment your data changes.

Compliance-Ready Builds

HIPAA-compliant healthcare systems. California AB 316 / SB 446 aligned deployments. Security is the foundation.

Value-Based Pricing

Our fees are tied to ROI — not hours. Automation that pays for itself within months, not years.

Service-to-SaaS Pipeline

Client engagements feed the Venture Lab. Repeatable patterns become SaaS products — early clients get equity-style upside.

Model-Agnostic Stack

OpenAI, Anthropic, local Ollama — we route tasks to the best model for each job. No vendor lock-in.

About

Meet the Harts.

A father-son team turning curiosity into code — and code into companies.

Sean and Lincoln Hart — founders of Hart LM

Sean & Lincoln Hart

Founders, Hart LM

Sean Leigh Hart is a media technology executive, visual effects producer, and software architect with over 20 years of experience across broadcast engineering, systems integration, and advanced media workflows. He's worked with companies like FOX, ABC, NBCUniversal, and Technicolor, and is the founder of Silo FX, delivering work for clients including Disney, Amazon, and Netflix. Today, as CTO of Maiden Media Solutions, he builds AI-driven tools that streamline and modernize how content is created and delivered.

But this isn't just Sean's story

Lincoln Hart has always been naturally curious — constantly exploring ideas and contributing creative thinking to every app, game, or system they touch. Seeing that spark, Sean chose to teach his son business and real-world problem solving early — something rarely taught in school — by making him a true partner in the process.

What started as curiosity has turned into collaboration. Together, they're building, learning, and creating — side by side.

FOXNBCUniversalDisneyAmazonNetflixTechnicolor
What We Do

Choose your focus.

Services, venture building, and SaaS productization — all under one roof with one team aligned to your goals.

AI Automations & Workflows — abstract blue-purple tech visualization
Core Service

AI Automations & Workflows

We map your highest-friction operations and deploy intelligent automation that runs 24/7. Built on n8n, Make, and Zapier with custom LLM orchestration — no per-task pricing traps.

  • n8n + Make + Zapier
  • LLM orchestration
  • Event-driven triggers
Custom AI Agents — abstract blue-purple tech visualization
Core Service

Custom AI Agents

Autonomous agents that reason, plan, and act across multi-step workflows — integrated into your existing tools via LangGraph, AutoGen, and CrewAI. Sales, research, support and beyond.

  • LangGraph / AutoGen / CrewAI
  • Multi-tool integrations
  • 24/7 autonomous operation
Dashboards & Apps — abstract blue-purple tech visualization
Applied Intelligence

Dashboards & Apps

Decision-ready dashboards and internal apps that surface what your agents are doing — and what they’re driving. From portfolio-level KPIs to operator-grade tooling.

  • Real-time KPIs
  • Role-based access
  • Custom internal tools
SaaS Product Building — abstract blue-purple tech visualization
Venture Lab

SaaS Product Building

We co-build AI-powered SaaS products from insight to launch — turning repeatable automation patterns into standalone products with consumption-based pricing that scales.

  • Equity-style partnerships
  • Go-to-market ready
  • Production-grade from day one
Industry Specializations

Where we move the needle.

Four sectors. Repeatable outcomes. Measurable ROI from the first deployment.

Healthcare — abstract AI tech visualization
Fastest Growing

Healthcare

Scheduling, claims validation, clinical documentation agents, and patient intake automation — without touching your EHR stack.

36% CAGRHIPAA-Compliant283% ROI in 6 mo
Legal Services — abstract AI tech visualization
High Demand

Legal Services

Contract review, legal research, document drafting, and client intake automation — built for mid-size firm specialists.

86% firms adoptingMid-size specialistsCA-aligned builds
Real Estate — abstract AI tech visualization
Portfolio Scale

Real Estate

Predictive maintenance, AI leasing assistants, 24/7 lead qualification, and portfolio dashboards that actually get used.

40% higher leads30% lower repair costPortfolio intel
Media & Production — abstract AI tech visualization
Creative Tech

Media & Production

AI editing agents, automated rotoscoping, and multi-format content repurposing pipelines — post-production at 2× the speed.

50% less post time10× content outputMulti-format
Transparent Pricing

Tied to ROI, not hours.

From low-risk pilots that prove ROI in 30 days to enterprise digital labor architectures — all with fixed-price engagements.

Starter

Paid Pilot

Prove AI works for your specific use case.

$500–$1Kone-time
  • 1 workflow automated
  • ROI report included
  • Full handoff in 30 days
Get started
Most Popular

Full Implementation

A complete production deployment with compliance and training.

$15K–$25Kproject
  • 2–3 core automated workflows
  • Multi-system integrations
  • Team training + HIPAA-ready
  • 30-day post-launch support
Get started
Retainer

Monthly Optimization

Ongoing sprints that evolve with your business.

$2K–$8Kper month
  • New workflow additions
  • Priority support channel
  • Quarterly strategy reviews
Get started
Enterprise

Custom AI Agents & Systems

Large-scale autonomous agents and enterprise digital labor architecture.

$50K–$500K+scoped
  • Autonomous multi-agent systems
  • Deep learning pipelines
  • SAP / ERP integrations
  • Full digital labor architecture
Get started
“Hart LM's automation dashboards transformed how we operate at WorldKam. From marketing and onboarding to customer support, everything is now seamlessly managed through the powerful, custom CRM ecosystem they designed.”
MO
Mathias Omotola
CEO, WorldKam
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Ready to build your AI-powered future?

Book a free 30-minute discovery call. We'll map your top automation opportunities and show you exactly what's possible — with no obligation.

No commitment requiredResults in 30 daysHIPAA & California compliantFixed-price engagements
Contact

Let's map your first win.

Tell us about your operations bottleneck. We'll respond with a focused plan — not a pitch deck.

Based in Calabasas, CA

A studio that ships. We co-create AI systems alongside your team, then spin repeatable breakthroughs into scalable products.

Location
Calabasas, California
Response time
Within 1 business day
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