Quantum AI Consulting
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Quantum AI Consulting
I N D U S T R I E S
W E O P T I M I Z E
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CATEGORY 1
CATEGORY 1
Transportation, Logistics & Automotive
Auto Manufacturers & Tier-1 Suppliers
Your OEM relationships shouldn't depend on who answers the phone fastest.
Chip shortages and logistics failures cost the industry $210B in 2021. AlixPartners.
Auto Manufacturers & Tier-1 Suppliers
Your OEM relationships shouldn't depend on who answers the phone fastest.
Chip shortages and logistics failures cost the industry $210B in 2021. AlixPartners.
Auto Manufacturers & Tier-1 Suppliers
Your OEM relationships shouldn't depend on who answers the phone fastest.
Chip shortages and logistics failures cost the industry $210B in 2021. AlixPartners.
Car Dealerships
The buyer who submitted a form at 9pm bought from your competitor by 9am.
Dealerships responding within 5 minutes are 21x more likely to qualify the lead.
Car Dealerships
The buyer who submitted a form at 9pm bought from your competitor by 9am.
Dealerships responding within 5 minutes are 21x more likely to qualify the lead.
Car Dealerships
The buyer who submitted a form at 9pm bought from your competitor by 9am.
Dealerships responding within 5 minutes are 21x more likely to qualify the lead.
Taxi & Rideshare Fleets
Empty cabs don't pay for themselves. Neither do surge-priced competitors.
Rider retention drops 23% after one bad booking experience. McKinsey Mobility Report.
Taxi & Rideshare Fleets
Empty cabs don't pay for themselves. Neither do surge-priced competitors.
Rider retention drops 23% after one bad booking experience. McKinsey Mobility Report.
Taxi & Rideshare Fleets
Empty cabs don't pay for themselves. Neither do surge-priced competitors.
Rider retention drops 23% after one bad booking experience. McKinsey Mobility Report.
Courier & Last-Mile Delivery
Every failed delivery attempt costs you the customer and the re-delivery.
Last-mile accounts for 53% of total shipping cost. Capgemini Research Institute.
Courier & Last-Mile Delivery
Every failed delivery attempt costs you the customer and the re-delivery.
Last-mile accounts for 53% of total shipping cost. Capgemini Research Institute.
Courier & Last-Mile Delivery
Every failed delivery attempt costs you the customer and the re-delivery.
Last-mile accounts for 53% of total shipping cost. Capgemini Research Institute.
Freight & Logistics Providers
Your shipper shouldn't learn about a delay from their customer.
68% of logistics providers say visibility gaps are their biggest client retention risk. Reuters Events.
Freight & Logistics Providers
Your shipper shouldn't learn about a delay from their customer.
68% of logistics providers say visibility gaps are their biggest client retention risk. Reuters Events.
Freight & Logistics Providers
Your shipper shouldn't learn about a delay from their customer.
68% of logistics providers say visibility gaps are their biggest client retention risk. Reuters Events.
CATEGORY 2
CATEGORY 2
Retail, E-Commerce & Consumer Services
Brick & Mortar Retail
Foot traffic means nothing if they walk out empty-handed.
70% of purchase decisions happen in-store, but only 24% of retailers personalize that experience. Shopify Retail Report.
Brick & Mortar Retail
Foot traffic means nothing if they walk out empty-handed.
70% of purchase decisions happen in-store, but only 24% of retailers personalize that experience. Shopify Retail Report.
Brick & Mortar Retail
Foot traffic means nothing if they walk out empty-handed.
70% of purchase decisions happen in-store, but only 24% of retailers personalize that experience. Shopify Retail Report.
E-Commerce & DTC Brands
You paid to get them to your site. They left with items in their cart.
Average cart abandonment is 69.8%. That's $18B left on the table annually. Baymard Institute.
E-Commerce & DTC Brands
You paid to get them to your site. They left with items in their cart.
Average cart abandonment is 69.8%. That's $18B left on the table annually. Baymard Institute.
E-Commerce & DTC Brands
You paid to get them to your site. They left with items in their cart.
Average cart abandonment is 69.8%. That's $18B left on the table annually. Baymard Institute.
Florists & Gift Retailers
Every anniversary you forget is an order your competitor gets.
62% of flower purchases are occasion-driven, but only 8% of florists proactively remind customers. SAF Market Research.
Florists & Gift Retailers
Every anniversary you forget is an order your competitor gets.
62% of flower purchases are occasion-driven, but only 8% of florists proactively remind customers. SAF Market Research.
Florists & Gift Retailers
Every anniversary you forget is an order your competitor gets.
62% of flower purchases are occasion-driven, but only 8% of florists proactively remind customers. SAF Market Research.
Pet Stores & Veterinary Retail
Pet owners spend $1,480 annually on average. Chewy captures 60%+ of online pet spend. APPA Industry Report.
68% of logistics providers say visibility gaps are their biggest client retention risk. Reuters Events.
Pet Stores & Veterinary Retail
Pet owners spend $1,480 annually on average. Chewy captures 60%+ of online pet spend. APPA Industry Report.
68% of logistics providers say visibility gaps are their biggest client retention risk. Reuters Events.
Pet Stores & Veterinary Retail
Pet owners spend $1,480 annually on average. Chewy captures 60%+ of online pet spend. APPA Industry Report.
68% of logistics providers say visibility gaps are their biggest client retention risk. Reuters Events.
CATEGORY 3
CATEGORY 3
Real Estate, Construction & Home Services
Real Estate Agents & Brokerages
The lead you'll call tomorrow already toured with someone else today.
78% of buyers go with the first agent who responds. NAR Home Buyer Survey.
Real Estate Agents & Brokerages
The lead you'll call tomorrow already toured with someone else today.
78% of buyers go with the first agent who responds. NAR Home Buyer Survey.
Real Estate Agents & Brokerages
The lead you'll call tomorrow already toured with someone else today.
78% of buyers go with the first agent who responds. NAR Home Buyer Survey.
Property Management Companies
Every vacant day is rent you'll never recover.
Average tenant turnover costs $3,000-5,000 per unit. NARPM Industry Survey.
Property Management Companies
Every vacant day is rent you'll never recover.
Average tenant turnover costs $3,000-5,000 per unit. NARPM Industry Survey.
Property Management Companies
Every vacant day is rent you'll never recover.
Average tenant turnover costs $3,000-5,000 per unit. NARPM Industry Survey.
General Contractors & Construction
The client calling for an update is already frustrated you didn't send one.
77% of construction projects exceed budget or timeline. McKinsey Construction Report.
General Contractors & Construction
The client calling for an update is already frustrated you didn't send one.
77% of construction projects exceed budget or timeline. McKinsey Construction Report.
General Contractors & Construction
The client calling for an update is already frustrated you didn't send one.
77% of construction projects exceed budget or timeline. McKinsey Construction Report.
Solar & Roofing Contractors
The homeowner who wasn't ready last month might be ready now. Are you still calling?
Solar sales cycles average 60-90 days. 70% of leads go cold from lack of follow-up. EnergySage Market Report.
Solar & Roofing Contractors
The homeowner who wasn't ready last month might be ready now. Are you still calling?
Solar sales cycles average 60-90 days. 70% of leads go cold from lack of follow-up. EnergySage Market Report.
Solar & Roofing Contractors
The homeowner who wasn't ready last month might be ready now. Are you still calling?
Solar sales cycles average 60-90 days. 70% of leads go cold from lack of follow-up. EnergySage Market Report.
Home Service Contractors (HVAC, Plumbing, Electrical)
The emergency call you missed at 11pm went to your competitor at 11:01pm.
85% of homeowners hire the first contractor who answers. ServiceTitan Industry Data.
Home Service Contractors (HVAC, Plumbing, Electrical)
The emergency call you missed at 11pm went to your competitor at 11:01pm.
85% of homeowners hire the first contractor who answers. ServiceTitan Industry Data.
Home Service Contractors (HVAC, Plumbing, Electrical)
The emergency call you missed at 11pm went to your competitor at 11:01pm.
85% of homeowners hire the first contractor who answers. ServiceTitan Industry Data.
CATEGORY 4
CATEGORY 4
Professional Services & Agencies
Law Firms
Every hour spent chasing invoices is an hour you didn't bill.
Attorneys spend 48% of their time on non-billable administrative work. Clio Legal Trends Report.
Law Firms
Every hour spent chasing invoices is an hour you didn't bill.
Attorneys spend 48% of their time on non-billable administrative work. Clio Legal Trends Report.
Law Firms
Every hour spent chasing invoices is an hour you didn't bill.
Attorneys spend 48% of their time on non-billable administrative work. Clio Legal Trends Report.
Marketing & Advertising Agencies
Your clients expect proactive strategy. You're stuck explaining last month's report.
Agency client churn averages 30% annually. 67% cite poor communication. Agency Management Institute.
Marketing & Advertising Agencies
Your clients expect proactive strategy. You're stuck explaining last month's report.
Agency client churn averages 30% annually. 67% cite poor communication. Agency Management Institute.
Marketing & Advertising Agencies
Your clients expect proactive strategy. You're stuck explaining last month's report.
Agency client churn averages 30% annually. 67% cite poor communication. Agency Management Institute.
Business Coaches & Consultants
Feast or famine isn't a business model. It's a warning sign
Independent consultants spend 40% of time on business development. Only 23% have predictable pipelines. Consulting Success Survey.
Business Coaches & Consultants
Feast or famine isn't a business model. It's a warning sign
Independent consultants spend 40% of time on business development. Only 23% have predictable pipelines. Consulting Success Survey.
Business Coaches & Consultants
Feast or famine isn't a business model. It's a warning sign
Independent consultants spend 40% of time on business development. Only 23% have predictable pipelines. Consulting Success Survey.
Event Planning & Production
One dropped ball ruins 6 months of planning.
48% of event planners cite vendor coordination as their biggest operational challenge. EventMB Industry Report.
Event Planning & Production
One dropped ball ruins 6 months of planning.
48% of event planners cite vendor coordination as their biggest operational challenge. EventMB Industry Report.
Event Planning & Production
One dropped ball ruins 6 months of planning.
48% of event planners cite vendor coordination as their biggest operational challenge. EventMB Industry Report.
Commercial Cleaning Services
Winning a contract means nothing if you lose it in 6 months.
Commercial cleaning contract churn averages 35% annually. Most cite inconsistent quality. ISSA Industry Report.
Commercial Cleaning Services
Winning a contract means nothing if you lose it in 6 months.
Commercial cleaning contract churn averages 35% annually. Most cite inconsistent quality. ISSA Industry Report.
Commercial Cleaning Services
Winning a contract means nothing if you lose it in 6 months.
Commercial cleaning contract churn averages 35% annually. Most cite inconsistent quality. ISSA Industry Report.
CATEGORY 5
CATEGORY 5
Government, Public Sector & Politics
Government Agencies & Municipal Services
Citizens don't care about your budget constraints. They care if anyone answers.
Government call centers average 11-minute wait times. 34% of callers abandon. Deloitte Public Sector Survey.
Government Agencies & Municipal Services
Citizens don't care about your budget constraints. They care if anyone answers.
Government call centers average 11-minute wait times. 34% of callers abandon. Deloitte Public Sector Survey.
Government Agencies & Municipal Services
Citizens don't care about your budget constraints. They care if anyone answers.
Government call centers average 11-minute wait times. 34% of callers abandon. Deloitte Public Sector Survey.
Political Campaigns
The doors you don't knock on are votes you don't get.
Personal voter contact increases turnout likelihood by 20%. Campaigns with systematic follow-up see 3x volunteer activation. Analyst Institute.
Political Campaigns
The doors you don't knock on are votes you don't get.
Personal voter contact increases turnout likelihood by 20%. Campaigns with systematic follow-up see 3x volunteer activation. Analyst Institute.
Political Campaigns
The doors you don't knock on are votes you don't get.
Personal voter contact increases turnout likelihood by 20%. Campaigns with systematic follow-up see 3x volunteer activation. Analyst Institute.
Non-Profit Organizations
Every dollar spent on admin is a dollar not spent on mission.
Non-profits spend 22% of budgets on administration. Donor retention averages 43%. AFP Fundraising Effectiveness Report.
Non-Profit Organizations
Every dollar spent on admin is a dollar not spent on mission.
Non-profits spend 22% of budgets on administration. Donor retention averages 43%. AFP Fundraising Effectiveness Report.
Non-Profit Organizations
Every dollar spent on admin is a dollar not spent on mission.
Non-profits spend 22% of budgets on administration. Donor retention averages 43%. AFP Fundraising Effectiveness Report.
CATEGORY 6
CATEGORY 6
Finance & Insurance
Banks & Credit Unions
Your customers bank with you. They borrow from someone else.
Banks capture only 23% of available wallet share from existing customers. Customers cite poor digital experience as top switching reason. Bain Banking Survey.
Banks & Credit Unions
Your customers bank with you. They borrow from someone else.
Banks capture only 23% of available wallet share from existing customers. Customers cite poor digital experience as top switching reason. Bain Banking Survey.
Banks & Credit Unions
Your customers bank with you. They borrow from someone else.
Banks capture only 23% of available wallet share from existing customers. Customers cite poor digital experience as top switching reason. Bain Banking Survey.
Insurance Agencies & Brokers
The renewal you forgot to follow up on is the policy that lapsed.
Insurance customer churn averages 16% annually. 60% of lapses cite lack of communication. J.D. Power Insurance Study.
Insurance Agencies & Brokers
The renewal you forgot to follow up on is the policy that lapsed.
Insurance customer churn averages 16% annually. 60% of lapses cite lack of communication. J.D. Power Insurance Study.
Insurance Agencies & Brokers
The renewal you forgot to follow up on is the policy that lapsed.
Insurance customer churn averages 16% annually. 60% of lapses cite lack of communication. J.D. Power Insurance Study.
CATEGORY 7
CATEGORY 7
Healthcare, Veterinary & Wellness
Medical Practices & Clinics
The no-show cost you the slot. The patient cost you their trust.
No-shows cost U.S. healthcare $150B annually. Average no-show rate is 23%. MGMA Practice Survey.
Medical Practices & Clinics
The no-show cost you the slot. The patient cost you their trust.
No-shows cost U.S. healthcare $150B annually. Average no-show rate is 23%. MGMA Practice Survey.
Medical Practices & Clinics
The no-show cost you the slot. The patient cost you their trust.
No-shows cost U.S. healthcare $150B annually. Average no-show rate is 23%. MGMA Practice Survey.
Veterinary Practices
Pet parents want to do the right thing. They just need you to remind them.
42% of pets don't receive recommended annual wellness care. Compliance drops to 28% for dental. AAHA Compliance Study.
Veterinary Practices
Pet parents want to do the right thing. They just need you to remind them.
42% of pets don't receive recommended annual wellness care. Compliance drops to 28% for dental. AAHA Compliance Study.
Veterinary Practices
Pet parents want to do the right thing. They just need you to remind them.
42% of pets don't receive recommended annual wellness care. Compliance drops to 28% for dental. AAHA Compliance Study.
Fitness Centers & Gyms
The member who stopped coming isn't 'busy.' They're leaving.
50% of new gym members quit within 6 months. Members who attend 3x/week for 60 days have 90% retention. IHRSA Industry Report.
Fitness Centers & Gyms
The member who stopped coming isn't 'busy.' They're leaving.
50% of new gym members quit within 6 months. Members who attend 3x/week for 60 days have 90% retention. IHRSA Industry Report.
Fitness Centers & Gyms
The member who stopped coming isn't 'busy.' They're leaving.
50% of new gym members quit within 6 months. Members who attend 3x/week for 60 days have 90% retention. IHRSA Industry Report.
Salons, Spas & Beauty Services
The appointment you didn't rebook is the client your competitor just gained.
Clients who rebook before leaving have 80% higher retention. Average salon rebooks only 32% at checkout. Phorest Salon Software Study.
Salons, Spas & Beauty Services
The appointment you didn't rebook is the client your competitor just gained.
Clients who rebook before leaving have 80% higher retention. Average salon rebooks only 32% at checkout. Phorest Salon Software Study.
Salons, Spas & Beauty Services
The appointment you didn't rebook is the client your competitor just gained.
Clients who rebook before leaving have 80% higher retention. Average salon rebooks only 32% at checkout. Phorest Salon Software Study.
CATEGORY 8
CATEGORY 8
Hospitality, Travel & Entertainment
Travel Agencies & Tour Operators
They Googled for 3 hours, submitted one form, and you never followed up
78% of travel inquiries receive no follow-up within 24 hours. Phocuswright Travel Research.
Travel Agencies & Tour Operators
They Googled for 3 hours, submitted one form, and you never followed up
78% of travel inquiries receive no follow-up within 24 hours. Phocuswright Travel Research.
Travel Agencies & Tour Operators
They Googled for 3 hours, submitted one form, and you never followed up
78% of travel inquiries receive no follow-up within 24 hours. Phocuswright Travel Research.
Hotels & Resorts
OTAs own your customer relationship. You just provide the room.
OTA commissions cost hotels 15-25% per booking. Direct bookers have 2x higher lifetime value. Kalibri Labs Hotel Data.
Hotels & Resorts
OTAs own your customer relationship. You just provide the room.
OTA commissions cost hotels 15-25% per booking. Direct bookers have 2x higher lifetime value. Kalibri Labs Hotel Data.
Hotels & Resorts
OTAs own your customer relationship. You just provide the room.
OTA commissions cost hotels 15-25% per booking. Direct bookers have 2x higher lifetime value. Kalibri Labs Hotel Data.
Entertainment Venues & Promoters
Empty seats at showtime are the most expensive inventory in the business.
Average event ticket on-sale conversion is 2.3%. 40% of tickets sell in the final 2 weeks. Eventbrite Industry Report.
Entertainment Venues & Promoters
Empty seats at showtime are the most expensive inventory in the business.
Average event ticket on-sale conversion is 2.3%. 40% of tickets sell in the final 2 weeks. Eventbrite Industry Report.
Entertainment Venues & Promoters
Empty seats at showtime are the most expensive inventory in the business.
Average event ticket on-sale conversion is 2.3%. 40% of tickets sell in the final 2 weeks. Eventbrite Industry Report.
CATEGORY 9
CATEGORY 9
Technology, Telecom & Startups
Telecom & Internet Providers
By the time they call to cancel, they've already decided to leave.
Telecom churn averages 15-25% annually. Acquiring a new customer costs 5-10x retaining one. Bain Telecom Study.
Telecom & Internet Providers
By the time they call to cancel, they've already decided to leave.
Telecom churn averages 15-25% annually. Acquiring a new customer costs 5-10x retaining one. Bain Telecom Study.
Telecom & Internet Providers
By the time they call to cancel, they've already decided to leave.
Telecom churn averages 15-25% annually. Acquiring a new customer costs 5-10x retaining one. Bain Telecom Study.
SaaS & Tech Startups
You can't hire your way to scale. You need systems that scale without headcount.
SaaS companies with automated onboarding see 50% higher activation. CAC payback averages 12-18 months. OpenView SaaS Benchmarks.
SaaS & Tech Startups
You can't hire your way to scale. You need systems that scale without headcount.
SaaS companies with automated onboarding see 50% higher activation. CAC payback averages 12-18 months. OpenView SaaS Benchmarks.
SaaS & Tech Startups
You can't hire your way to scale. You need systems that scale without headcount.
SaaS companies with automated onboarding see 50% higher activation. CAC payback averages 12-18 months. OpenView SaaS Benchmarks.
Manufacturing & Industrial
The machine that's about to fail doesn't care about your production schedule.
Unplanned downtime costs manufacturers $50B annually. 82% of failures occur randomly. Deloitte Manufacturing Study.
Manufacturing & Industrial
The machine that's about to fail doesn't care about your production schedule.
Unplanned downtime costs manufacturers $50B annually. 82% of failures occur randomly. Deloitte Manufacturing Study.
Manufacturing & Industrial
The machine that's about to fail doesn't care about your production schedule.
Unplanned downtime costs manufacturers $50B annually. 82% of failures occur randomly. Deloitte Manufacturing Study.
CATEGORY 10
CATEGORY 10
Education
Colleges, Universities & Training Programs
The student who inquired yesterday enrolled at your competitor today.
Enrollment inquiries receiving response within 1 hour convert at 7x the rate of those waiting 24+ hours. EAB Enrollment Research.
Colleges, Universities & Training Programs
The student who inquired yesterday enrolled at your competitor today.
Enrollment inquiries receiving response within 1 hour convert at 7x the rate of those waiting 24+ hours. EAB Enrollment Research.
Colleges, Universities & Training Programs
The student who inquired yesterday enrolled at your competitor today.
Enrollment inquiries receiving response within 1 hour convert at 7x the rate of those waiting 24+ hours. EAB Enrollment Research.
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