Build & Ship
Why We Build the POC Before You Pay a Dime
You are about to commit six figures to a dev team you have never worked with. That is a terrible bet - unless they prove themselves first with a working prototype.
5 min
Blog
Lessons from 100+ product launches. AI, engineering, and product strategy from practitioners.
AllOperations & AutomationRevenue & GrowthBuild & ShipBuyer's PlaybookIndustry PlaybooksCase Studies & ProofAI & Society
Operations & Automation
What We Learned Building Voice AI for Production
Most voice AI demos sound impressive - then fall apart at scale. Here's what actually matters when shipping AI phone agents that handle thousands of real calls.
8 min
Revenue & Growth
Marketing Automation: What Works, What Doesn't, and Where to Start
Marketing teams waste 40% of their budget on poorly targeted campaigns and manual tasks AI could automate. Here is where AI genuinely moves the needle - with real benchmarks, not vendor promises.
10 min
Industry Playbooks
HVAC Dispatch Scheduling: Fix the Chaos That's Costing You $200K/Year
Most HVAC companies run dispatch on whiteboards, group texts, and gut feelings. The result? Techs waste 28% of their day driving, 74% of calls go unanswered, and peak season turns every dispatcher into a firefighter. Here's how to fix it without spending $63K on ServiceTitan.
14 min
Buyer's Playbook
Is Your Business Actually Ready for AI? (The Honest Assessment)
Most AI investments fail because teams skip the readiness check. This framework scores your data, team, and infrastructure before you spend a dollar.
10 min
Build & Ship
OCR vs LLM for Invoice Processing: What We Learned Building Both
A real-world comparison of OCR and LLM approaches for invoice processing. Accuracy numbers, processing times, cost per document, and a decision framework from building both systems.
11 min
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We’ve shipped 100+ products using the patterns we write about. If something here describes your problem, we can fix it.
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Operations & Automation
Cut Warehouse Costs and Ship Faster: The AI Operations Playbook
Warehouse labor costs are up. Order volumes are exploding. Manual picking, paper-based receiving, and gut-feel inventory calls can't keep up. Here's how AI fixes the economics - section by section.
10 min
Revenue & Growth
Gamified Loyalty Programs: Turning Customers into Players
Badges, tiers, and streaks keep members engaged 2-3x longer. Here's how to design loyalty gamification that drives real results, not just vanity metrics.
10 min
Industry Playbooks
Dental No-Shows Cost You $105K/Year. Here's How to Fix Them.
The average dental practice loses $105,000+ per year to missed appointments. No-show fees don't work. Generic text reminders barely move the needle. Here's what actually reduces no-shows from 15% to under 5% - and why most practices get the approach wrong.
12 min
Buyer's Playbook
Best AI Development Companies in 2026: A Practical Guide
The wrong AI development partner costs six figures and six months. Here's an honest ranking of who actually ships - and who just talks a good game.
8 min
Build & Ship
Warehouse Management System Cost in 2026: Custom vs. SaaS Breakdown
SaaS WMS runs $2K-$15K/month. A custom WMS costs $80K-$200K to build. Here's when each makes sense -- and what hidden costs kill warehouse software budgets.
10 min
Operations & Automation
AI Orchestration Platforms: How to Pick the Right One
Your AI agents need coordination, state management, and error recovery. Seven major frameworks compete in 2026 - LangGraph, CrewAI, OpenAI Agents SDK, AG2, and more. Here is how to choose.
14 min
Build with us
If this described your problem, we’ve probably fixed it before.
100+ products shipped using the patterns we write about. One conversation with a founder to see if we can help.
Talk to a founder