We design, train, and ship AI
for teams that need to move now.

Pilot to production in 4 weeks. We build it, your team uses it, you own it.

For property management.
We upskill teams on
  • Claude CodeClaude Code
  • ChatGPTChatGPT
  • GeminiGemini
  • CursorCursor
  • LinearLinear
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Custom-built for your team

Pick a problem. Watch the agent get built.

Six workflow patterns I build. Tap one and we'll assemble the agent on the canvas, then run it end-to-end.

Live canvas

Client renewal drafter

Assembling…

The pitch

Drafts personal renewal emails the moment a lease is 60 days from expiring. Pulls live tenant + property context, lands in your queue with one-click Approve.

Ship in ~14 daysProperty management · Professional services

Run console

step 0/5

Every Pathfinding Lab agent runs on a flow like this. We instrument every step so you can see what fired, what it cost, and which messages the team approved. Nothing in a black box.

Build this for my team
What We Do

Turn weeks into days, and days into hours

We help businesses get more done in less time. Whether you need AI integration, a modern web presence, or automated workflows, we deliver measurable results fast.

Get Results

We build solutions that move the needle. From AI-powered insights to conversion-optimized websites, every deliverable is measured against real business outcomes.

faster

Speed Up Processes

Turn weeks into days and days into hours. We automate repetitive workflows, streamline operations, and deploy fast so you can focus on what matters.

Stay Current on AI

The AI landscape moves fast. We help you adopt the right tools, from intelligent agents to predictive models, so your business stays ahead of the curve.

TimeCostEffort

Do More With Less

Smart automation and AI integration mean your team accomplishes more without scaling headcount. We identify the highest-leverage opportunities and execute.

What We Build

From intelligent AI systems to stunning digital experiences

AI Services

Harness the power of artificial intelligence to automate, predict, and transform your business operations.

  • Agent Creation
  • Prediction & Modeling
  • Custom AI Workflows
  • Computer Vision
  • AI Toolkit Implementation
  • Cloud Consulting
  • AI Consulting
  • Product Photography Enhancement
Learn More

Website Development

Craft high-performance, visually stunning websites that convert visitors into loyal customers.

  • Cutting-edge Interactive Websites
  • Custom Dashboards
  • WordPress/Wix/Squarespace/Shopify Solutions
  • E-commerce Platforms
  • SEO Optimization
Learn More

Mobile App Development

Build sleek, performant mobile apps that put your business in the palm of every hand.

  • iOS App Development
  • Cross-Platform Apps
  • App Store Optimization
  • Maintenance & Updates
Learn More

How We Work

A proven process that delivers results

Step 01

Discovery Call

Tell us where you are. We'll discuss your current setup, requirements, and ideas in a free consultation.

Step 02

Strategy & Scope

We map the path forward. You'll receive a detailed proposal with timeline, milestones, and transparent pricing.

Step 03

Build & Iterate

Watch progress in real-time. You get access to a client dashboard to track milestones, review deliverables, and provide feedback.

Step 04

Launch & Support

We don't disappear after launch. Ongoing support, performance monitoring, and iteration to keep you ahead.

Our Work

Real products. Real results.

Project History

Flash Copy
iOS AppChrome ExtensionAI/OCR
A multi-platform text extraction tool using OCR and QR-based transfer. Google Docs add-on, VS Code extension, Chrome extension, and mobile scanning flow.
flashcopy.app
Frames by Maru
ShopifyE-commerceCustom Theme
A custom Shopify storefront for handcrafted botanical frames. Dawn theme with scroll animations, masonry galleries, and biophilic design sections.
QR Beam
React NativeMobileQR Technology
A React Native mobile app for seamless text scanning and transfer via QR codes. Cross-platform with real-time camera processing.
Handle LLC
Corporate SiteBrandingStatic
Company web presence with dark theme, gradient accents, and modern layout. Product showcase and contact integration.
handlesite.com

Ready to be our next success story?

Start Your Project
Before & After

From sketch to shipped product

Drag the slider to see how we transform rough concepts into polished, production-ready experiences.

Landing Page

From rough wireframe to a fully designed, conversion-optimized landing page.

Final Design
Wireframe
Wireframe
Final Design

App Dashboard

From a sketch to a polished, data-rich mobile dashboard experience.

Final Design
Wireframe
Wireframe
Final Design

Automation Pipeline

From whiteboard brainstorm to a production-grade AI workflow visualization.

Final Design
Wireframe
Wireframe
Final Design

Built for Your Challenges

Whatever the problem, we have the expertise to solve it.

For companies wanting to stay current

Stay Ahead of the Curve

Your competitors are adopting AI. We help you modernize your tech stack, train your team on new tools, and implement cutting-edge solutions before they become table stakes.

  • AI-powered customer support chatbots
  • Automated document processing
  • Smart internal knowledge bases
  • Real-time competitive intelligence dashboards

For teams drowning in repetitive tasks

Automate Your Workflows

Stop wasting hours on tasks that should take seconds. We build custom automation pipelines that connect your tools, eliminate manual handoffs, and free your team to focus on strategy.

  • End-to-end CI/CD pipelines
  • Automated reporting and data sync
  • Intelligent email and lead routing
  • Cross-platform integration workflows

For businesses needing demand/inventory intelligence

Forecast & Predict

Turn historical data into actionable forecasts. Our predictive models help you anticipate demand, optimize inventory, reduce waste, and make confident data-driven decisions.

  • Demand forecasting with ML models
  • Inventory optimization algorithms
  • Revenue prediction dashboards
  • Supply chain risk analysis

For teams that need to prove ROI

Marketing Analytics

Stop guessing which campaigns work. We build real-time analytics dashboards that track attribution, measure conversion, and surface insights that drive smarter ad spend.

  • Multi-channel attribution modeling
  • Real-time campaign performance dashboards
  • Customer journey mapping
  • A/B testing and conversion optimization
See the math

What does AI actually save you?

Drag the sliders to your team. We'll show hours and dollars reclaimed once we've automated 60% of your repetitive work.

Your team today

Team size

People doing the work that AI could speed up.

8people

Hours per person, per week, on repetitive work

Email triage, copy-paste reports, data cleanup, manual lookups.

6hrs/wk

Average loaded hourly cost

Salary + benefits ÷ working hours. Use $45 if unsure.

45$/hr

Year 1 with AI in flow

Hours reclaimed

1,440hrs / year

Productivity recovered

$64,800

~50 working weeks × hours × loaded rate

Pilot payback

Our 14-day pilot pays for itself in roughly 6 weeks

Anchored against a typical $8K scoped pilot. Production agents extend the savings; the math compounds from month two.

Get a 14-day pilot scoped
Don't Get Left Behind

Your team. Hands-on with AI.

Your competitors are already using AI to move faster. We train your team, implement the tools, and track every deliverable in a shared portal so you can see momentum in real time.

Live Workshops

1:1 and team training

Conference calls and screen-share sessions where your team learns AI tools by working on your actual problems. Claude, ChatGPT, Cursor, custom agents.

  • Hands-on, not slideware
  • Recorded so the team can rewatch
  • Tailored to your industry

Implementation + Portal

Built by us, tracked by you

We build the AI agents and automations alongside your team. Every ticket, milestone, and deliverable lives in your client portal so you always know what's in flight.

  • Real-time ticket tracking
  • Milestone-based delivery
  • You own everything we build

Playbooks & Use Cases

Templates that compound

A library of proven AI use cases adapted for your business: customer support, document processing, lead routing, reporting. Start with what works and tune from there.

  • Industry-specific playbooks
  • Reusable prompt + agent templates
  • Quarterly updates as tools evolve

Why now

Your competitors are already running AI in production.

Every quarter you wait is leverage you don't have. We can stand up your first agent in days, not months.

Schedule a Discovery Call
Already running AI?

Spending too much on AI? Let's fix that.

We audit your prompts, model choices, and workflows to cut AI costs by 30-70% without sacrificing quality. Most teams claw back their engagement fee in month one.

Prompt audit

Shorter prompts. Same quality.

We rewrite the prompts driving your highest-volume calls to cut token count without losing answer quality. Where the spend usually goes on the first sweep.

Model right-sizing

Haiku vs Sonnet vs Opus, per workload

Most teams default everything to the priciest model. We map each workload to the cheapest model that meets the bar, and benchmark to prove it.

Caching strategy

Stop re-paying for the same answer

Anthropic prompt caching, response caching, and embedding reuse — applied across your stack so repeat queries cost a fraction of the original call.

Cost monitoring

See spend per agent, per workflow, per day

A live dashboard plugged into your usage logs so you catch runaway calls the same week, not at month-end when the bill arrives.

30-min teardown

Send us last month's API bill. We'll come back with three places to cut it.

No commitment. If we can't find meaningful savings, you keep the analysis and we shake hands.

Get a cost audit
Tools we work in every day

We meet your team where you already work.

AI assistants, automation rails, design and project platforms. We integrate, automate, and upskill your team on the tools you'll keep using long after we ship.

Claude Code

Claude Code

Reasoning, writing, and the agent backbone for almost every project we ship.

ChatGPT

ChatGPT

Where most teams already work. We meet your team here, then upgrade the workflow.

Cursor

Cursor

AI-native code editor we use to ship custom integrations 4x faster.

GeminiGemini
LinearLinear
NotionNotion
SlackSlack
ZapierZapier
MakeMake
FigmaFigma
HubSpotHubSpot
AirtableAirtable
WebflowWebflow
ShopifyShopify
StripeStripe

And many more · We adapt to your stack

Frequently Asked Questions

Most websites ship within 4-8 weeks. AI integrations and mobile apps typically take 6-12 weeks depending on scope. We'll give you an exact timeline during our free discovery call.

Get a 14-day pilot scoped.

Tell us where your team is losing hours. We'll come back with a scoped pilot in 48 hours.

Before you ask

What people usually want to know

Both. Every engagement includes live workshops so your team can run the tools we build, plus written playbooks they can revisit. You're not stuck calling us to update a prompt.

Start with the discovery call. We'll walk through your team's day-to-day in 30 minutes and surface the 2-3 highest-leverage spots. No deck, no commitment.

You own everything we build. Sensitive data stays in your stack. We use enterprise-tier API agreements (Anthropic, OpenAI) that don't train on your inputs. Business license & general liability available on request.

Pilot scope back in

48 hours from your message