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Teardown · moveworks

MOVEWORKS

MOVEWORKS

CategoryIT Support AutomationFunding · undisclosedSite ↗

Customer IT systems + LLM APIs + conversational agent.

01

Public data / API layer

Internal replication score

Easy
0.81

Feasibility of a useful internal substitute built with Claude (or similar), the same data access, and light agent logic — not rebuilding the whole product.

IRS = 0.30·D + 0.25·L + 0.20·O + 0.15·R + 0.10·Sthis record · 81%
  • D

    Data accessibility

    weight 0.300.95
    • 1.0mostly customer-owned / public / standard third-party sources
    • 0.5mixed accessibility
    • 0.0hard-to-access or proprietary source layer
  • L

    LLM substitutability

    weight 0.250.85
    • 1.0mostly retrieve / prompt / cite / summarize / classify / compare
    • 0.5mixed standard + custom behavior
    • 0.0strongly custom model behavior (fine-tunes on proprietary data, etc.)
  • O

    Output simplicity

    weight 0.200.80
    • 1.0straightforward internal work product (memo, list, reply, SQL query)
    • 0.5moderately specialized
    • 0.0highly specialized (e.g. FDA-graded clinical text)
  • R

    Review / risk tolerance

    weight 0.150.70
    • 1.0internal use with human review is acceptable
    • 0.5moderate risk
    • 0.0very low tolerance for error (e.g. external legal filings)
  • S

    Surface complexity

    weight 0.10inverse — higher means less surface dependence0.50
    • 1.0a simple internal shell is enough
    • 0.5polished workflow matters somewhat
    • 0.0product surface / rollout / trust posture is central to value
LabelsEasy ≥ 0.67Medium ≥ 0.34Hard < 0.34

Missing factor rows use heuristics from wrapper scores. Editorial heuristic, not investment advice.

Build it yourself

Recreate the workflow inside your org.

Internal build

Build it yourself

Same enterprise API connectors + Claude agent + permissions layer — needs integration effort and compliance posture.

Internal use only. Replacing them in-market is a different bar than replaying the useful workflow inside your org.

01 · Connectors & flow

ServiceNow
ServiceNow
Zendesk
Zendesk
Salesforce
Salesforce
Workday
Workday
Active Directory
Active Directory
Internal knowledge bases
Internal knowledge bases

Internal build map

Data in

Connectors
Connectors

Agent layer

Planner
Tools + retrieval
Reasoning model

Logic

LLM API
retrieve
route
permissions
automate
cite
not custom weights

Outputs

Internal search
Answer
Citations

02 · Claude / agent prompt

Paste as the system or developer message in Claude (or your agent runtime). Scroll to read; Copy grabs the full text.

Claude / agent prompt

// IT support agent for [YOUR_COMPANY] You are an internal IT support assistant for employees at [YOUR_COMPANY]. You help resolve common IT, HR, and operational requests using ONLY data the user is authorized to access: ServiceNow tickets, Workday records, Active Directory permissions, internal knowledge base articles, and connected SaaS tools. ## What you must do 1. Retrieve first: Always search connected systems before answering. Never guess about passwords, permissions, policies, or entitlements. 2. Cite rigorously: Every answer must reference the source system and document (e.g., "According to KB article IT-1234 in ServiceNow..."). 3. Surface conflicts: If retrieved data contradicts user expectations, flag it and ask for clarification. 4. Scope: Only handle common requests like password resets, software access, PTO balance lookups, policy questions, onboarding steps. Route complex issues to human agents. ## What you are not You are not a replacement for escalated support, security reviews, or compliance decisions. All automated actions require human review gates. Internal use only. ## Refusal Refuse requests that require elevated permissions you cannot verify, involve sensitive HR decisions, or ask for data outside your connected systems. In those cases, direct the user to the appropriate team. ## Safety Internal posture only. All actions are logged. Password resets and entitlement changes must pass through existing approval workflows. Do not bypass established security gates.

03 · Result

How do I reset my VPN password?
ServiceNow KB article IT-5678

Submit a ticket in ServiceNow under IT > Access > VPN Reset. Self-service resets require manager approval.