Just In Time AI

Sage -- Practitioner Essays on AI

In-depth thinking on AI for security, compliance, managed services, and field operations. Written by practitioners, for practitioners.

sage /seIdZ/ -- a profoundly wise person; one who has attained wisdom through experience and reflection.

30 articles published

peterbilt-engine-diagnostics

Your Peterbilt Is Losing Power -- AI Knows What the PACCAR MX Is Telling You

AI-powered diagnostics for Peterbilt trucks identifies PACCAR MX-11 and MX-13 fault patterns -- turbo failures, injector cup leaks, EGR carbon buildup -- in under five minutes, replacing 4-8 hours of

8 min readDan StoltsJul 12, 2026
peterbilt-engine-diagnosticsai-truck-diagnosticspaccar-mx-problemspeterbilt-579-troubleshooting+2 more
peterbilt-aftertreatment-diagnostics

Your Peterbilt Aftertreatment Derate Is Costing You Thousands -- AI Finds the Real Cause

A Peterbilt aftertreatment derate costs $2,000-$5,000 per event. AI diagnostics identifies the true root cause -- DPF, SCR, DEF, or NOx sensor -- in under five minutes, preventing expensive misrepair

7 min readDan StoltsJul 10, 2026
peterbilt-aftertreatment-diagnosticsai-truck-diagnosticspeterbilt-def-problemspaccar-dpf-issues+3 more
komatsu-engine-diagnostics

Your Komatsu Engine Is in Derate -- AI Knows the Root Cause

When your Komatsu engine goes into derate, every idle hour costs $150-$500. AI-powered diagnostics identifies SAA6D engine faults, KDPF regeneration failures, and SCR derates in under five minutes --

8 min readDan StoltsJul 8, 2026
komatsu-engine-diagnosticsai-heavy-equipment-diagnosticskomatsu-engine-problemsheavy-equipment-troubleshooting+1 more
kenworth-engine-diagnostics

Your Kenworth Engine Codes Are Stacking Up -- AI Knows Which One Actually Matters

AI-powered engine diagnostics for Kenworth trucks identifies PACCAR MX-11 and MX-13 root causes in under five minutes -- cutting 4-8 hours of dealer diagnostic time and preventing $1,000-$4,000 in unn

8 min readDan StoltsJul 6, 2026
kenworth-engine-diagnosticsai-truck-diagnosticspaccar-mx-problemskenworth-t680-troubleshooting+2 more
kenworth-aftertreatment-diagnostics

Your Kenworth Aftertreatment Derate Is Not Random -- AI Knows the Root Cause

AI-powered aftertreatment diagnostics for Kenworth trucks identify DPF regen failures, DEF system faults, SCR efficiency codes, and NOx sensor drift in minutes -- preventing $3,000-$5,000 misdiagnoses

7 min readDan StoltsJul 4, 2026
kenworth-aftertreatment-diagnosticsai-truck-diagnosticskenworth-def-problemspaccar-dpf-issues+3 more
honda-transmission-diagnostics

Your Honda Transmission Is Telling You Something -- AI Knows What It Means

Honda transmission repair bills range from $100 to $4,500+ -- and the difference is getting the diagnosis right on the first try. AI-powered diagnostics cuts dealer diagnostic time by 60-70% and surfa

8 min readDan StoltsJun 30, 2026
honda-transmission-diagnosticsai-automotive-diagnosticshonda-transmission-problemscar-transmission-troubleshooting+1 more
freightliner-engine-diagnostics

Your Freightliner Is Throwing Codes -- AI Knows What They Really Mean

A Freightliner in a dealer bay costs $500-$1,500/day in lost revenue. AI-powered diagnostics cuts through Detroit DD13/DD15/DD16 fault codes in minutes, not hours -- delivering ranked probable causes

8 min readDan StoltsJun 26, 2026
freightliner-engine-diagnosticsai-truck-diagnosticsdetroit-diesel-problemsfreightliner-cascadia-troubleshooting+1 more
john-deere-hydraulic-diagnostics

Your Deere Hydraulics Are Sluggish -- AI Knows Which Component Is Failing

AI-powered hydraulic diagnostics for John Deere heavy equipment. Identify pump failures, electrohydraulic valve issues, cylinder leaks, and pressure loss causes in minutes instead of days of costly do

8 min readDan StoltsJun 20, 2026
john-deere-hydraulic-diagnosticsai-heavy-equipment-diagnosticsdeere-hydraulic-problemsheavy-equipment-troubleshooting+1 more
chevrolet-transmission-diagnostics

Your Chevrolet Transmission Is Telling You Something -- AI Knows What It Means

Chevrolet transmission diagnostics cost $300-$750 at a dealer before a single part is replaced. AI cross-references your symptoms against thousands of GM failure patterns and delivers a confidence-ran

7 min readDan StoltsJun 18, 2026
chevrolet-transmission-diagnosticsai-automotive-diagnosticschevrolet-transmission-problemscar-transmission-troubleshooting+1 more
chevrolet-electrical-diagnostics

Your Chevrolet Electrical System Is Telling You Something -- AI Knows What It Means

AI-powered electrical diagnostics for Chevrolet vehicles identifies battery drain, BCM faults, and StabiliTrak errors in minutes -- not the 2-4 hours and $300-$1,000 a dealer charges before touching a

8 min readDan StoltsJun 16, 2026
chevrolet-electrical-diagnosticsai-automotive-diagnosticschevrolet-electrical-problemscar-electrical-troubleshooting+1 more
caterpillar-engine-diagnostics

Your Cat Engine Is Throwing Codes -- AI Knows What They Actually Mean

AI-powered engine diagnostics for Caterpillar heavy equipment. Identify ACERT faults, DPF regeneration failures, and power derate causes in minutes instead of days waiting for a dealer technician.

8 min readDan StoltsJun 14, 2026
caterpillar-engine-diagnosticsai-heavy-equipment-diagnosticscat-engine-problemsheavy-equipment-troubleshooting+1 more
ai-security-assessment

Why Every MSP Needs AI-Powered Security Assessments in 2026

AI-powered security assessments let MSPs evaluate prospects in minutes instead of weeks, closing deals faster while delivering CIS Controls v8 mapped findings -- at near-zero marginal cost.

7 min readDan StoltsMay 31, 2026
ai-security-assessmentmsp-securitycybersecurity-automationcis-controls+1 more
cybersecurity-cost

The Hidden Cost of Ignoring Cybersecurity for Small Business

The average data breach costs small businesses $3.31 million. But the real damage is the cascade: 65% of customers lose trust, insurance premiums spike 200-300%, and ransomware causes 22 days of downt

8 min readDan StoltsMay 29, 2026
cybersecurity-costsmall-business-securitydata-breach-costcyber-insurance+2 more
cis-controls-v8

CIS Controls v8: The MSP's Complete Guide to Implementation and Revenue

CIS Controls v8 gives MSPs 18 prescriptive security controls across 3 Implementation Groups. Start every client with an IG1 assessment, use the gaps as your proposal scope, and build recurring revenue

9 min readDan StoltsApr 27, 2026
cis-controls-v8msp-security-frameworkimplementation-groupscybersecurity-compliance+1 more
The Power of Multi-Agent Orchestration in Claude Code
multi-agent-orchestration

The Power of Multi-Agent Orchestration in Claude Code

Multi-agent orchestration splits complex tasks across parallel Claude Code agents with isolated memory. A master agent plans and coordinates while subagents execute independently -- solving the single

8 min readDan StoltsApr 15, 2026
multi-agent-orchestrationclaude-codejitneuroai-development+2 more
Building an AI Content Engine With Claude Code
claude-code

Building an AI Content Engine With Claude Code

Claude Code can orchestrate an entire content pipeline -- research to publishing to distribution -- turning one person into a content operation producing 10-20 posts per week. The engine has four stag

10 min readDan StoltsApr 5, 2026
claude-codecontent-engineai-content-pipelinejitneuro+2 more
Your Volvo Truck Is Derated and the Dash Is Lit Up -- AI Knows What Failed
volvo-truck-engine-diagnostics

Your Volvo Truck Is Derated and the Dash Is Lit Up -- AI Knows What Failed

AI-powered engine diagnostics for Volvo Trucks. Identify D11/D13/D16 fault codes, turbo failures, and power derates in minutes instead of days at the dealer. Get a confidence-ranked root cause diagnos

8 min readDan StoltsApr 1, 2026
volvo-truck-engine-diagnosticsai-truck-diagnosticsvolvo-d13-problemsvolvo-vnl-troubleshooting+1 more
Your AI Assessment: The $400K Deal Is a Warning Shot - Here's What It's Really Telling You
#cybersecurity-compliance

Your AI Assessment: The $400K Deal Is a Warning Shot - Here's What It's Really Telling You

SaaS firm could not answer 11 of 15 security questionnaire items from an enterprise client. AI assessment found $487,200 in capacity and a $400K deal at risk.

17 min readDan StoltsFeb 2, 2026
#cybersecurity-complianceassessmenttechnology
Your AI Assessment: Shadow AI, CUI Exposure, and What SecureFed Needs to Do in the Next 30 Days
#cybersecurity-compliance

Your AI Assessment: Shadow AI, CUI Exposure, and What SecureFed Needs to Do in the Next 30 Days

Government contractor audit found 12 unapproved AI tools with CUI exposure risk. AI assessment mapped shadow AI footprint and delivered a 30-day CMMC remediation plan.

16 min readDan StoltsJan 31, 2026
#cybersecurity-complianceassessmentgovernment
Your AI Assessment: How AI Can Help With a Sales Pipeline Full of Dead Deals
#ai-strategy

Your AI Assessment: How AI Can Help With a Sales Pipeline Full of Dead Deals

SaaS sales team had 340 deals untouched for 30+ days because nobody followed up. AI assessment identified $330,000 in recoverable pipeline value.

15 min readDan StoltsJan 30, 2026
#ai-strategyassessmenttechnology
Your AI Assessment: How AI Can Help Coastal Properties Group Stop Losing $100K+ Deals to Inbox Chaos
#ai-strategy

Your AI Assessment: How AI Can Help Coastal Properties Group Stop Losing $100K+ Deals to Inbox Chaos

Managing broker missing $100K+ deals across 200 daily emails in 4 accounts. AI assessment found $71,760 in savings and $525,000 in protected deal pipeline.

18 min readDan StoltsJan 30, 2026
#ai-strategyassessmentreal-estate
Your AI Assessment: How AI Can Replace 60 Hours/Week of Repeatable Work at TechServe MSP
#ai-strategy

Your AI Assessment: How AI Can Replace 60 Hours/Week of Repeatable Work at TechServe MSP

MSP burning 53 hours per week on repeatable tasks across three employees. AI assessment found $185,000 in recoverable and $210,000 freed for revenue work.

15 min readDan StoltsJan 29, 2026
#ai-strategyassessmenttechnology
Your AI Assessment: How to Scale Bright Idea Creative Without Sacrificing the Voice Clients Pay You For
#ai-strategy

Your AI Assessment: How to Scale Bright Idea Creative Without Sacrificing the Voice Clients Pay You For

Creative agency losing 15 hours per week to admin and $8,000 per month on legal retainers. AI assessment identified $117,000 per year in recoverable capacity.

15 min readDan StoltsJan 29, 2026
#ai-strategyassessmentprofessional-services
Your AI Assessment: How AI Can Transform Scheduling, Pre-Auth, and Patient Follow-Up at Riverside Medical Associates
#ai-strategy

Your AI Assessment: How AI Can Transform Scheduling, Pre-Auth, and Patient Follow-Up at Riverside Medical Associates

Practice manager losing 14 hours per week to scheduling and pre-auth paperwork. AI assessment found up to $248,000 per year in recoverable healthcare capacity.

17 min readDan StoltsJan 27, 2026
#ai-strategyassessmentHealthcare
Your AI Assessment: How to Rescue a $25K Tool and Break the Adoption Cycle at Hartley & Dunn
#ai-strategy

Your AI Assessment: How to Rescue a $25K Tool and Break the Adoption Cycle at Hartley & Dunn

Law firm had 13% adoption on a $25K AI tool after 6 months. AI assessment uncovered $742,560 in recoverable capacity and $65,000 in wasted tool investments.

15 min readDan StoltsJan 27, 2026
#ai-strategyassessmentlegal
Your AI Assessment: How to Close the Capability Gap Before Another $500K Walks Out the Door
#ai-strategy

Your AI Assessment: How to Close the Capability Gap Before Another $500K Walks Out the Door

Professional services firm losing $500K in deals to AI-enabled competitors. AI assessment identified $2.4M in recoverable capacity across 494 hours per week.

17 min readDan StoltsJan 26, 2026
#ai-strategyassessmentprofessional-services
Your AI Assessment: How to Win Back the Floor, Fix the Friday Night Problem, and Outquote Ohio
#ai-strategy

Your AI Assessment: How to Win Back the Floor, Fix the Friday Night Problem, and Outquote Ohio

Manufacturing firm losing 62 hours per week to manual processes after a $40,000 failed chatbot. AI assessment found $387,400 in recoverable annual capacity.

18 min readDan StoltsJan 26, 2026
#ai-strategyassessmentManufacturing
Your AI Assessment: Northern General Contractors - Cyber Insurance, MFA Gaps, and a Data Problem You Didn't Know You Had
#cybersecurity-compliance

Your AI Assessment: Northern General Contractors - Cyber Insurance, MFA Gaps, and a Data Problem You Didn't Know You Had

Construction firm had MFA gaps, no incident response plan, and $4.8M in data exposure. AI assessment found $26,000-$31,200 per year in recoverable capacity.

15 min readDan StoltsJan 25, 2026
#cybersecurity-complianceassessmentconstruction
Your AI Assessment: Heritage Wealth Advisors -- The $5M Exposure Hiding in Plain Sight
#cybersecurity-compliance

Your AI Assessment: Heritage Wealth Advisors -- The $5M Exposure Hiding in Plain Sight

Wealth advisory firm losing 45 hours per week to manual compliance. AI assessment found $487,000 in recoverable capacity and SEC/FINRA AI governance gaps.

17 min readDan StoltsJan 25, 2026
#cybersecurity-complianceassessmentfinancial-services
The Ransomware Question Nobody at This Insurance Agency Could Answer
#cybersecurity-compliance

The Ransomware Question Nobody at This Insurance Agency Could Answer

Insurance agency had no incident response plan after a competitor 17-day ransomware recovery. AI assessment found $87K in recoverable capacity and critical gaps.

15 min readDan StoltsJan 23, 2026
#cybersecurity-complianceassessmentInsuranceCybersecurity

Clear answers

Frequently asked questions

What is Sage from Just In Time AI?

Sage is the Just In Time AI publication for practitioner essays about applied AI, security, compliance, managed services, and field operations. It emphasizes lessons grounded in delivery experience.

Who writes the Sage articles?

Sage articles are written for practitioners by people working with AI and operational systems. The collection focuses on useful decisions, evidence, and implementation lessons rather than general AI news.

What topics does Sage cover?

Sage covers AI systems, workflow automation, governance, security, compliance, managed services, and field operations. Individual articles connect technical choices to business outcomes and operating constraints.

How is Sage different from the other Just In Time AI resource sites?

Sage is the team publication on jitai.co. DanStolts.com concentrates on why AI and operating choices matter, while ITProGuru.com provides deeper technical how-to guidance.