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AI And Real-World Data: A New Era For Identifying And Curing Rare Diseases

> It takes about 10 years for us to learn something works and for us to be able to actually use that learning in a prescribable treatment way.

Show: Snowflake Summit · Publisher: Snowflake · Host: Snowflake editorial

Episode URL: https://www.youtube.com/watch?v=i9jLt1_iHK8

Publish date: 2026-04-14
Duration: 1913.0s
Default source credibility: MEDIUM — Vendor conference — Snowflake keynotes and product launches are marketing (LOW for claims about own products). Named F500 customer talks with production metrics stay HIGH. Filter aggressively for customer sessions with named speakers and quantified outcomes; skip product demos and partner pitches.

  • Komodo Health uses real-world data to reduce the burden of disease, emphasizing quality over quantity in data collection and analysis.
  • Healthcare Map, Komodo’s product, integrates diverse data sources to provide longitudinal patient journeys, enabling faster and more cost-effective drug development.
  • Komodo’s AI platform, Marmmet, significantly reduces the time needed to derive insights from complex healthcare data, from months to minutes.

Extracted quotes

# Credibility Speaker Org Timestamp Topic Quote
1 MEDIUM Chandi (Vice President of Product Management) Komodo Health 4:01 07-adoption-challenges It takes about 10 years for us to learn something works and for us to be able to actually use that learning in a prescribable treatment way. Uh and it’s close to about $2.66 to $3 billion between the two as learning something that works and as being able to say let’s use it widely.
2 MEDIUM Chandi (Vice President of Product Management) Komodo Health 4:37 07-adoption-challenges We’ve seen with co drug, going from 10 years to a year and a half is what we have seen, and reciprocal cost reduction.
3 MEDIUM Chandi (Vice President of Product Management) Komodo Health 17:33 01-ai-native-landscape We do close to 400 plus data deliveries every month. Imagine trying to multiply trillion plus rows of data 400 times in very specific ways.
4 MEDIUM Chandi (Vice President of Product Management) Komodo Health 22:32 01-ai-native-landscape What used to be the sunk cost of 3 months, I asked it too complex of a question is now 15 to 20 minutes of in playing around with Marmmet.

Per-quote detail

1. Chandi — Komodo Health (4:01)

It takes about 10 years for us to learn something works and for us to be able to actually use that learning in a prescribable treatment way. Uh and it’s close to about $2.66 to $3 billion between the two as learning something that works and as being able to say let’s use it widely.

  • Stat: 10 years, $2.66 to $3 billion, measured by Komodo Health
  • Credibility: MEDIUM — Specific metric with denominator, but vendor context.
  • Topic tag: 07-adoption-challenges

2. Chandi — Komodo Health (4:37)

We’ve seen with co drug, going from 10 years to a year and a half is what we have seen, and reciprocal cost reduction.

  • Stat: 10 years to 1.5 years, cost reduction, measured by Komodo Health
  • Credibility: MEDIUM — Specific metric with denominator, but vendor context.
  • Topic tag: 07-adoption-challenges

3. Chandi — Komodo Health (17:33)

We do close to 400 plus data deliveries every month. Imagine trying to multiply trillion plus rows of data 400 times in very specific ways.

  • Stat: 400 data deliveries per month, measured by Komodo Health
  • Credibility: MEDIUM — Specific metric with denominator, but vendor context.
  • Topic tag: 01-ai-native-landscape

4. Chandi — Komodo Health (22:32)

What used to be the sunk cost of 3 months, I asked it too complex of a question is now 15 to 20 minutes of in playing around with Marmmet.

  • Stat: 3 months to 15-20 minutes, measured by Komodo Health
  • Credibility: MEDIUM — Specific metric with denominator, but vendor context.
  • Topic tag: 01-ai-native-landscape

Extracted 2026-04-14T13:56:47 via scripts/podcast_mine.py (MLX mlx-community/Qwen2.5-32B-Instruct-4bit).