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Krishna Peri
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Fidelity Investments

· Fintech

GenAI Workflow Automation

Agent-assisted workflows for enterprise operations teams

Faster task completion
25%
Users on the platform
200K+

Context

Full case study in progress. Cloud platform operations teams at Fidelity spend large parts of their day on repetitive, multi-system workflows. This project designed GenAI-driven automation for those internal workflows, exploring where assistance genuinely helps and where it erodes trust.

Design tension

The hardest problem was deciding what NOT to automate.

  • Automated the repetitive, multi-system steps where errors were mechanical, not judgment-based.
  • Kept humans in control of consequential decisions: approvals, exceptions, anything with blast radius.
  • Designed the handoff points so operators always knew what the system did on their behalf.

Outcome

The shipped automation cut task completion time by 25%. A full write-up covering the research, the human-in-the-loop design decisions, and what I would do differently is coming soon.

Fidelity Investments maintains a strict policy around sharing internal work publicly. Details in this case study are generalized in compliance with signed non-disclosure agreements.

Open to senior & staff roles

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