Case study

Andwise: fiduciary planning & physician support

Co-founded Andwise, raising $240K, growing to 1,200+ physician users and a 700-member community with a 50+ physician advisory board.

Andwise

2022–2024

Redacted, de-identified outcomes

Andwise physician financial planning interface

Co-founded Andwise, raising $240K, growing to 1,200+ physician users and a 700-member community with a 50+ physician advisory board.

Co-founded Andwise with Dr. Varun Verma in 2022, raising $240K in initial funding and growing to 1,200+ physician users and a 700-member physician community with a 50+ physician medical advisory board.

Co-founded Andwise, raising $240K, growing to 1,200+ physician users and a 700-member community with a 50+ physician advisory board.

Built a medical advisory board of over 50 physicians and a vetted planner directory.

<span data-evidence='directional'>Recommendation turnaround dropped from days to hours</span> for standard reviews.

1 Physician submits contract for review 2 Initial automated analysis flags key clauses 3 Planner directory matches to vetted advisor 4 Compliance review checks fiduciary requirements 5 If flagged: escalation timer starts, owner notified 6 Plain-language summary delivered with sign-off
  • Fiduciary duty, legal review, and audit-trace requirements.
  • Decision anxiety for clinicians and advisors.
  • Need for escalation paths when recommendations required review.
  • Built a medical advisory board of over 50 physicians and a vetted planner directory.
  • Designed review routing, response windows, and escalation clocks.
  • Implemented plain-language summaries with accountable sign-off.
  • <span data-evidence='directional'>Recommendation turnaround dropped from days to hours</span> for standard reviews.
  • <span data-evidence='verified'>Grew to 1,200+ physician users and a 700-member physician community.</span>
  • <span data-evidence='directional'>Review records linked decision context to outcomes</span> — teams could trace what worked.
  • <span data-evidence='directional'>Physician trust scores rose as recommendation provenance became visible.</span>
  • Medical advisory board governance charter defining review scope and authority.
  • Review routing matrix mapping escalation timers to owner service-level agreements.
  • Contract analyzer producing structured summaries with accountable sign-off checkpoints.

Details are anonymized because of healthcare, client, and commercial confidentiality. Where exact figures cannot be shared, I describe the operating problem, intervention, observed directional change, and what I directly owned.

← Back to portfolio

Working on a similar problem? Start a conversation →
Start a conversation →