Deliveroo (a DoorDash company) routes employee HR questions through Kinfolk's AI-first Slack entry point, resolving 5,000 queries by self-serve automation in five months

L3 · Conditional Verified · Production Internet HR

Deliveroo's Global People Services team, supporting roughly 4,000 employees across 10 markets, replaced a queue where employees sometimes waited three to four weeks with Kinfolk's AI-first entry point in Slack. The AI answers policy questions from People knowledge, and requests that need a person are routed and tracked with SLAs; new-joiner onboarding now runs automatically. Kinfolk reports 5,000 employee queries resolved through self-serve automation in the first five months and 71% of SLAs met through the same entry point (reported by Kinfolk, quoting Deliveroo's Harriette Dowsett; vendor-published)

Problem

HR requests arrived through scattered channels with no reliable measurement; employees were sometimes waiting three to four weeks for responses and the People Services team was absorbed by routine intervention (reported by Kinfolk)

Workflow

  1. Employee asks an HR question in Slack through Kinfolk's AI-first entry point
  2. The AI answers from Deliveroo's People policies and knowledge where it can (self-serve automation)
  3. Requests needing a person are routed to People Services and tracked against SLAs with reporting
  4. New-joiner onboarding steps run automatically; PTO requests, job changes and reference letters are named as next to automate (planned, per the story)

Human-in-the-loop: AI resolves routine questions; anything needing judgment or action is routed to Global People Services staff, who own SLA-tracked requests.

Tools & stack

Tools

  • Kinfolk AI HR agent
  • Kinfolk ticketing and SLA reporting

Integrations

  • Slack

Frameworks

None listed

Prerequisites

  • Maintained HR policy knowledge base
  • Slack as the employee front door
  • Defined SLAs and routing owners in People Services

Risks & limitations

Risks

  • Incorrect policy answers across 10 markets with different rules
  • Employees bypassing the entry point for sensitive cases

Limitations

  • Vendor-published; undated
  • No share of total volume (resolution rate) given, only an absolute count
  • 71% SLA attainment has no pre-Kinfolk baseline figure beyond the anecdotal 3-4 week waits
  • Five-month measurement window

Outcomes & evidence

Reported outcomes

Evidence

Vendors & implementers

Review history

Last reviewed by Research Chief (agent).

  • : Added in batch-26; source fetched 2026-10-23 and key figures confirmed in page text; figures attributed.
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