Service Decision Intelligence for the Imaging & Print Industry
The imaging and print industry runs on service data (fleet alerts, device history, parts catalogs, warranty rules), but teams still struggle to turn it into fast, confident decisions.
Circuitry.ai bridges that gap. Our Service Decision Intelligence platform helps OEMs, dealers, and managed print providers resolve issues faster, cut warranty leakage, and deliver better service across support, field service, parts, depot repair, and warranty operations.
Built for the imaging service ecosystem

OEMS/Manufacturers

Dealers/MSPs

Servicers/Repair depots
Tailored for each part of the channel
For OEMs and manufacturers
Protect margin and brand across a global install base. Cut warranty leakage with consistent, automated claim decisions and lift parts accuracy and revenue. Give every dealer and contact center expert-level support without expanding headcount, and turn field data into quality and product insights.
For dealers and MSPs
Win the first-time fix. Equip field techs and the service desk with instant, accurate answers and parts, and see fewer truck rolls, faster ramp, and more profitable service contracts.
For servicers and repair depots
Scale scarce diagnostic expertise on board and component repair. Accelerate RMA and warranty recovery, improve parts reuse and repair/return decisions, give customers better status visibility, and turn senior technician expertise into an AI worker every technician can use.
The pain points Circuitry.ai solves
Experienced technician shortage
How Circuitry.ai solves it
AI Service Advisor captures expert knowledge from manuals, service bulletins, call logs, repair notes, and tribal knowledge to guide new and experienced technicians.
Business impact
Faster onboarding, fewer escalations, higher technician productivity.


Repeat truck rolls
How Circuitry.ai solves it
Service Decision Intelligence recommends the likely cause, best diagnostic path, required parts, and next action before dispatch or while the technician is on-site.
Business impact
Higher first-time fix rates, lower travel cost, improved uptime.
Fleet alerts don't become actionable decisions
How Circuitry.ai solves it
Connects fleet monitoring signals, error codes, service history, and product knowledge to generate triage and resolution recommendations.
Business impact
Better remote resolution, lower dispatch volume, faster SLA response.


Parts complexity and return leakage
How Circuitry.ai solves it
Parts Advisor identifies the right part, assembly, kit, compatible substitute, supersession, or repair option based on device model, failure mode, and service history.
Business impact
Reduced incorrect parts, faster repair, lower parts returns and inventory waste.
Warranty and contract leakage
How Circuitry.ai solves it
Warranty Decision Intelligence applies coverage, policy, failure evidence, repair history, claim patterns, and exception logic to recommend approve, deny, adjust, inspect, or review.
Business impact
More consistent decisions, faster cycle time, reduced leakage.


Fragmented knowledge across OEMs, dealers, and servicers
How Circuitry.ai solves it
Creates a service data fabric that can ingest and normalize knowledge, service transactions, parts catalogs, policies, and connected-device data.
Business impact
Accurate answers and Consistent decisions across branches, channels, and service teams.
Customer expectations for uptime and digital service
How Circuitry.ai solves it
AI agents can triage customer issues, answer questions, enrich service requests, recommend remote fixes, and route the right job to the right team.
Business impact
Improved customer experience, reduced inbound burden, and stronger contract retention.


Service margin pressure
How Circuitry.ai solves it
Automation and decision support reduce manual work, repeat visits, escalations, and avoidable parts costs while enabling new service revenue models.
Business impact
Improved technician utiliztion, service profitability and competitive differentiation.
The solution: Autonomous Service Journeys for imaging
Circuitry.ai orchestrates the full service event the way an autonomous system drives a car. It senses the issue, interprets context from your content, decides the next best action, and acts across your systems. You adopt it in stages, capturing ROI at each step.

Augment— put an expert in every technician’s pocket
Service Advisor and Parts Advisor surface the right guidance and parts instantly from your knowledge. Humans stay in control; first-time-fix and ramp speed improve immediately.
Automate — take repetitive decisions off your team
AI workers pre-fill work orders, recommend and locate parts, and score warranty/RMA claims while your team validates. Warranty leakage and parts returns drop.
Orchestrate — Decision Intelligence as the controller
At maturity, the platform routes work, triggers proactive interventions, and monitors SLA compliance end-to-end, predictive uptime across your fleet and channel.
How Circuitry.ai works for imaging and print
Ingest
Organize your service knowledge: manuals, bulletins, call logs, parts catalogs, and warranty policies.
Connect
Link service lifecycle data: device model, fleet alerts, error codes, contract status, and repair history.
Deliver
Surface AI-powered recommendations: root cause, parts selection, warranty decision, or dispatch guidance.
Orchestrate
Route work, enrich service requests, trigger inspections, and update cases across your systems.
Measure
Track first-time fix, warranty leakage, call deflection, technician productivity, and ROI over time.
Circuitry.ai Service AI workers for the imaging and print ecosystems
Service AI Advisor
Service Advisor's role in imaging
The Service Advisor can serve as a technician and support advisor for printers, MFPs, scanners, production print, wide-format, finishing devices, and connected fleets.
Decisions Service Advisor can help with
- What is the likely cause?
- Can this be fixed remotely?
- What diagnostic step should be performed next?
- Is dispatch required?
Parts AI Advisor
Parts Advisor's role in imaging
Parts Advisor can provide parts and repair guidance across boards, fusers, feed units, controllers, rollers, imaging components, accessories, and assemblies.
Decisions Parts Advisor can help with
-
Which part, kit, or repair exchange is needed?
-
Is there a supersession?
-
Should this be repair/return or advance exchange?
Warranty Decision Intelligence
The role of Warranty Decision Intelligence in imaging
Coverage, policy, evidence, repair reasonableness, and claim decision support for OEM warranty, dealer warranty, and service contracts.
Decisions it can help with
- Approve, deny, adjust, inspect, or route for review.
- Does history suggest repeat failure, improper repair, or policy exception?
Service AI Agents
The role of AI Agents in imaging
Automate intake, triage, knowledge search, service request enrichment, RMA/status updates, contract checks, and simple customer or dealer tasks.
Decisions AI Agents can help with
- Create a case
- Ask missing questions
- Attach relevant diagnostics
- Route to field/depot
- Update status and notify customers
Quality AI Analyst
The role of Quality AI Analysts in imaging
Uses service and warranty data to detect emerging product, part, firmware, or process issues.
Decisions AI Analysts can help with
- Which models, parts, regions, or dealers show unusual failure trends?
- What corrective action should be prioritized?
Service Advisor's role in imaging
The Service Advisor can serve as a technician and support advisor for printers, MFPs, scanners, production print, wide-format, finishing devices, and connected fleets.
Decisions Service Advisor can help with
- What is the likely cause?
- Can this be fixed remotely?
- What diagnostic step should be performed next?
- Is dispatch required?
Parts Advisor's role in imaging
Parts Advisor can provide parts and repair guidance across boards, fusers, feed units, controllers, rollers, imaging components, accessories, and assemblies.
Decisions Parts Advisor can help with
-
Which part, kit, or repair exchange is needed?
-
Is there a supersession?
-
Should this be repair/return or advance exchange?
The role of Warranty Decision Intelligence in imaging
Coverage, policy, evidence, repair reasonableness, and claim decision support for OEM warranty, dealer warranty, and service contracts.
Decisions it can help with
- Approve, deny, adjust, inspect, or route for review.
- Does history suggest repeat failure, improper repair, or policy exception?
The role of AI Agents in imaging
Automate intake, triage, knowledge search, service request enrichment, RMA/status updates, contract checks, and simple customer or dealer tasks.
Decisions AI Agents can help with
- Create a case
- Ask missing questions
- Attach relevant diagnostics
- Route to field/depot
- Update status and notify customers
The role of Quality AI Analysts in imaging
Uses service and warranty data to detect emerging product, part, firmware, or process issues.
Decisions AI Analysts can help with
- Which models, parts, regions, or dealers show unusual failure trends?
- What corrective action should be prioritized?
Circuitry.ai Joins The Consortium to Drive Smarter Service Management Across the Print Ecosystem
Circuitry.ai joins The Consortium, bringing AI-powered Service Decision Intelligence to imaging industry leaders driving smarter service operations.
Stramaglio Consulting today announced that Circuitry.ai has joined The Consortium, a think tank of imaging industry leaders dedicated to accelerating innovation and sustainable channel growth.
Driving business outcomes for imaging
Circuitry.ai designs its Autonomous Service Journeys around the outcomes that matter most to OEMs, dealers, and depots.
Each journey moves a service decision from manual to autonomous, and maps to measurable gains in Productivity, Outcomes, and Efficiency (POE).
The three journeys below run across a single service event, so a gain in one compounds across the others.
Because these journeys share one service data fabric, the outcomes reinforce one another: a better diagnosis drives the right part, and the right part with clean evidence drives a cleaner warranty decision.
Service journey
Service AI Advisor
Interprets device history, fleet alerts, and error codes; recommends root cause, diagnostic path, and remote fix; enriches and routes the work order.
- ✓ Higher first-time-fix rates and fewer truck rolls
- ✓ Stronger CSAT and contract renewals
- ✓ Higher call deflection
- ✓ More issues resolved remotely and higher call deflection
Parts journey
Parts AI Advisor
Identifies the right part, kit, or supersession by device model and failure mode, then decides repair, return, or advance exchange.
- ✓ Fewer incorrect part orders and returns
- ✓ improved parts accuracy and margin
- ✓ Reduced inventory waste and faster repairs
- ✓ Fewer second visits from wrong parts
Warranty journey
Warranty Decision Intelligence
Applies coverage, policy, failure evidence, and repair history to decide whether to approve, deny, adjust, or escalate with supporting evidence
- ✓ Reduced warranty and contract leakage
- ✓ Recovered warranty and supplier dollars
- ✓ Faster, more consistent claim cycle time
- ✓ Auditable, defensible decisions across the channel
Why imaging companies choose Circuitry.ai
Purpose-built for service lifecycle decisions
Diagnostics, parts, warranty, support, field service, depot repair, and quality analytics.
Seamless integration
AI workers augment your CRM, FSM, ERP, parts, and warranty systems (Salesforce, IFS, PTC ServiceMax, SAP, Oracle and more).
Trained on your data and knowledge
Your manuals, BOMs, IoT feeds, and contracts, so guidance is precise.
Human-in-the-loop and explainable
Circuitry.ai provides accurate answers and decisions and executes them autonomously by integrating with existing service, fleet, CRM, ERP, dealer, and warranty systems.
Autonomy and accuracy
Circuitry.ai provides accurate answers and decisions and executes them autonomously by integrating with existing service, fleet, CRM, ERP, dealer, and warranty systems.
Imaging industry expertise
Led by service veterans, an active member of the dealer Consortium, and partnered with repair-depot leaders.
Enterprise AIaaS
Subscription model, your data segregated and private, models trained only for you.
Measurable ROI
Designed around Productivity, Outcomes, and Efficiency, including truck roll reduction, first-time fix, remote resolution, parts accuracy, claim cycle time, and service margin.
Adopt at your pace
The augment to automate to orchestrate maturity model delivers measurable ROI at every stage.
Ready to make print service smarter?
Start with a focused Imaging and Print AI Service Assessment. Circuitry.ai can help identify where AI-powered decisions will deliver the fastest value across support, field service, parts, warranty, and depot repair.
Request a demo or schedule a 30-minute discovery session.
