Ishaan Raghunathan

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Reviews by Ishaan Raghunathan

• Akur8· Mar 16, 2026

  ★★★★★

  Three years into using Akur8 on behalf of our insurance clients, and scaling it across a growing analyst team has been the real test. Early on, my two-person squad handled model builds without much coordination. Now I'm managing access and workflows for twelve people across four client accounts, and Akur8 has held up surprisingly well. The permission layering is intuitive enough that onboarding new analysts takes maybe half a day, and the audit trail features mean I can hand off a client's pricing model without a long explainer session. That's genuinely rare in this space.

  The one friction point worth naming is user seat management when client scope expands mid-project. Adding licenses isn't difficult exactly, but the process runs through account reps rather than self-serve, which adds a day or two of delay at awkward moments. For an agency juggling multiple clients on tight timelines, that lag stings. Still, the ML-assisted model building keeps our turnaround fast enough that clients notice the difference, and that's what keeps me renewing.