Sandbox
Own the model, from a clinic to a global quality system.
These are sample profiles, not customer deployments. Each one shows the problem, the model Grae SI would recommend, the data controls, the risk tier, the frameworks to prepare for, the validation targets, and who owns each layer after install. Healthcare, pharma, and insurance are the primary set. A small company and a large one are both represented where the work actually changes.
Read the stack once, then see it on a profile.
Flagship
Healthcare providers
- Medium intensitySmall companyPrimary
After-visit note drafts
Harbor Street Clinic
A small clinic drafts after-visit summaries on a machine it owns, without sending the chart to a public model API.
- High intensityEnterprisePrimary
Utilization-review packet drafts
Lumen Health
A health system drafts medical-necessity packets inside its own VPC. A physician still decides. The model does not submit the packet.
Pharma
- Medium intensitySmall companyPrimary
Medical information letters
Northline Therapeutics
A small pharma team drafts medical-information replies from approved labeling, on infrastructure it owns.
- High intensityEnterprisePrimary
Safety narrative drafts
Kepler Biopharma
Safety writers draft case narratives from source documents. A reviewer still owns the case. The model runs in the safety VPC.
Life sciences and biotech
- Medium intensitySmall company
Deviation and notebook drafts
Fieldglass Bio
Scientists draft deviation summaries and notebook answers on a server in the lab building.
- Medium intensityEnterprise
Translational portfolio briefs
Arcadia Biologics
Portfolio leads ask questions across study reports that cannot be pasted into a public model. Answers cite the report and a scientist checks them.
Insurance
- Medium intensitySmall companyPrimary
Claim file summaries
Cedar Lane MGA
Adjusters get a summary of a first notice and the documents on file. The model does not decide coverage.
- High intensityEnterprisePrimary
Underwriting file briefs
Northwind Assurance
Underwriters get a structured brief of a submission. The model does not price, bind, or decline.
Medtech and diagnostics
CROs
Fintech and banking
- Low intensitySmall company
Branch procedure answers
River & Pine Bank
Branch staff ask the procedure manual in plain language. Customer account numbers are not a training feature, and the model does not approve a transaction.
- High intensityEnterprise
KYC exception memos
Helix National
Analysts get a draft memo of a KYC exception. The model does not clear, escalate, or file.
Legal
- Medium intensitySmall company
Matter-note briefs
Northwind LLP
Associates brief their own matter notes on a server in the office. The model does not see other clients, and it does not draft a filing.
- Medium intensityEnterprise
Contract clause comparisons
Marlowe & Grey
Associates compare a draft BAA, clinical agreement, or policy form against the firm’s playbook. A partner still negotiates.