reMarkable Deploys Agentforce AI Agents to Scale Customer Service and IT

reMarkable built two Agentforce-powered AI agents — 'Mark' for customer support and 'Saga' for internal IT help — autonomously resolving 35% of inbound support cases and significantly reducing IT team workload, enabling the company to scale without proportional headcount growth.

Impact

35%

Support cases autonomously resolved by Agentforce agent

25,000+

Customer conversations handled by AI agent

20%

Equivalent share of support team workload handled by AI

3 weeks

Agent deployment time

Challenge

Rapid growth stretched reMarkable's customer support and IT teams thin. The company sold over 3 million devices and reached a $1 billion valuation, but rising support demand, scattered tribal knowledge, and repetitive IT tickets were creating bottlenecks.

Solution

reMarkable deployed two AI agents built on Salesforce Agentforce: 'Mark', a customer-facing service agent, and 'Saga', an internal IT help desk agent embedded in Slack that handles tickets, onboarding, and password resets autonomously.

Tools & Technologies

Get the full story.

Sign up to read complete case studies, access detailed metrics, and unlock all use cases.

Full Story

reMarkable faced a scaling dilemma familiar to fast-growing consumer hardware companies: demand for support — both external customer queries and internal IT requests — was growing faster than the team could hire. With tools fragmented across Zendesk, HubSpot, and Jira, and tribal knowledge locked in individual team members' heads, the support and IT functions were becoming bottlenecks.

reMarkable partnered with Salesforce to consolidate onto a unified platform — Sales Cloud, Service Cloud, Commerce Cloud, and Data Cloud — and then layered Agentforce on top to build autonomous AI agents. 'Mark', the customer service agent, was deployed in just three weeks and leverages Data Cloud to give it context-aware, real-time knowledge of customer history and product information. 'Saga', the internal IT agent, was embedded directly into Slack.

The results were immediate and measurable. Mark handled over 25,000 customer conversations and autonomously resolved 35% of all inbound support cases — doing the equivalent work of roughly 20% of the 115-person support team — while matching human agents in customer satisfaction scores. Saga dramatically reduced repetitive IT tickets and accelerated new hire onboarding.

Similar Cases

C
CANCOM
2x
adoption growth of cancom assistant

CANCOM, a leading EMEA digital solutions provider, built an AI-powered assistant using ServiceNow's Now Assist and generative AI to unify internal and customer-facing services. The CANCOM Assistant deflects 80% of support tickets across all departments and doubled adoption within a single year. The solution connects IT, HR, finance, supply chain, and sales onto one unified platform powered by agentic AI.

TechnologyNANow AssistCACANCOM Assistant
Z
Zapier
89%
ai adoption rate across all employees

Zapier deployed Claude Enterprise and Claude Code company-wide, achieving 89% AI adoption across all employees — the highest adoption rate in company history. The automation platform now runs 800+ internal AI agents and saw 10x year-over-year growth in Anthropic app usage. Adoption began grassroots before a formal rollout.

TechnologyCEClaude EnterpriseCCClaude Code
S
Stairwell
40,000+ characters
security data processed per claude request

Stairwell, a cybersecurity company, integrated Claude into its Maleval threat detection platform to summarize complex security findings for analysts. Claude's large context window allows it to process 40,000+ character API responses in a single pass, converting dense technical data into clear, actionable insights with minimal prompt engineering.

TechnologyCybersecurityCClaude
I
Intuit
Higher
helpfulness rating vs. non-claude experiences

Intuit integrated Claude via Amazon Bedrock into its Intuit Assist feature within TurboTax to generate plain-language explanations of tax calculations. The integration combines Claude's natural language capabilities with Intuit's proprietary tax knowledge engine, serving millions of customers during peak tax season. The result was higher helpfulness ratings and improved completion rates for federal tax filings.

Financial TechnologyTechnologyIAIntuit AssistABAmazon Bedrock
C
Canva
65%
daily ai use adoption rate among employees

Canva deployed Claude Enterprise across its entire workforce in mid-2024 as part of a deliberate multi-vendor AI strategy. Claude quickly emerged as the standout tool, achieving a 65% daily active use rate among employees. Engineering, product, content, and business teams all adopted Claude for productivity, prototyping, and creative work.

TechnologyDesign SoftwareCEClaude Enterprise
C
ChargeGuru
6 weeks
migration completed

ChargeGuru merged two legacy EV charging platforms into a single system in 6 weeks using Make, compressing typical 3-month delivery cycles to 2-day turnarounds and enabling non-technical teams to build independently.

TechnologyMMake
C
CustomGPT.ai
10,000+
paying customers served

CustomGPT.ai is a no-code RAG-as-a-Service platform enabling businesses to build domain-specific AI agents on their own data. By building its vector retrieval infrastructure on Pinecone, the company scaled to over 10,000 paying customers, stores 400+ million vectors, and delivers sub-20ms P50 query latency at 99.95%+ uptime. The result is a platform that earned the #1 ranking in a RAG accuracy benchmark, with Pinecone providing the foundation that let the engineering team focus entirely on product differentiation rather than infrastructure management.

TechnologyPPinecone
J
Jamf
70%+
employee adoption rate

Jamf, the leader in Apple enterprise management securing over 30 million devices for 75,000+ organizations worldwide, deployed the Moveworks AI Assistant (internally named Caspernicus) to transform employee support across IT, HR, Legal, and Facilities. Within the first month, 30% of employees adopted the assistant; today, more than 70% of Jamf’s workforce actively uses it to resolve requests that once took days in a matter of minutes. By meeting employees where they work in Slack, the platform automated routine tasks like password resets, software provisioning, and onboarding workflows, freeing IT to focus on higher-impact initiatives.

TechnologyMAMoveworks AI Assistant