We test our controls by hand: sample reviews, walkthroughs, office documents, once a year. By the time evidence is gathered, it is already stale. We want evidence collected continuously, mapped to the several regulatory frameworks we answer to, and pulled from our ticketing and cloud tooling. It must not need a dedicated admin or a generic checklist.
Healthtech · Life Sciences Software · 11–50 · North America #b033_03
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We are a small team selling a lab operating system to contract research groups, diagnostics labs and early biotechs, connecting instruments and records in one governed workspace.
- Industry
- Healthtech · Life Sciences Software
- Size
- 11–50 employees
- Region
- North America
- Tools budget
- under $1K per month
- Needs
- Audit evidence collection. Keeping proof current for many lab and security frameworks at once is heavy for a team our size.Today: audit readiness is built into its own lab product and tracked inside the platform · Urgency: this yearGuardrails for AI agents and LLM apps. Our assistant agents touch regulated lab records, so we need policy checks and logging on every model call.Today: outside assistants reach lab data through a beta server limited to administrators · Urgency: this yearTest automation & QA. Each new instrument connector risks breaking old ones, and our manual regression passes are slow.Today: one dedicated devops and quality engineer role automates regression checks across instrument integrations · Urgency: this year
- Who decides
- ceo founder · founder led
- Expects from suppliers
- Affordable for a startup budget; Fast setup with minimal engineering time; Covers lab quality frameworks, not only security ones
- Not a fit
- Enterprise-only contracts with long onboarding; Tools without an API
- Stack
- LLM APIs in production, compliance tooling in place, cloud: AWS-class hyperscaler
- Buying triggers
- AI adoption push, rapid team growth
Needs
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We keep a current attestation, but upkeep lands on a very small team and steals time from product. Evidence collection, policy reviews and audit prep all pile up. A good fit must be light to adopt, priced for an early company with no long annual minimums, and cover agent and machine identities, not just people.
We hold sensitive spend and vendor data across many services, and we struggle to see where personal data actually lives and flows. Our privacy engineering team is new. A good solution must map data automatically, plug into our infrastructure code and APIs, scale with heavy transaction volume, and come with clear security attestations and real enterprise support.
Every new client launch brings its own card and credit configuration, and our test coverage keeps falling behind. Scripted regression suites run by a small quality group can't keep pace. A good solution must generate and maintain tests per configuration, handle payments test data safely, fit our Java stack and CI/CD pipeline, and run in regulated regions.
We are adding AI to claims and customer service, and right now product teams review model behaviour informally before anything ships. That will not scale. A good solution must catch wrong or unsafe answers to members before they land, work with our app backend, handle Nordic languages, and stay transparent on price. A quick team trial matters more than a long rollout.
We wish for one evidence workspace where a single control artifact is collected once and reused across every assurance report we face each year. We would judge it by fewer repeat requests to our teams, clean mapping between frameworks, an auditor-friendly trail, and support in our time zones. Partner-facing evidence sharing would be a strong plus.
We run access across many segmented cloud accounts with single sign-on and role-based permissions, but periodic access reviews are still manual and slow. Drift between reviews goes unnoticed too long. A good solution must automate reviews across all accounts, flag drift quickly, and export audit trails for every admin action, because bank partners and examiners ask for proof constantly.
Our small team loses weeks every year preparing for the security audit, and engineers get pulled off the product to gather evidence. We need something that collects proof automatically, tracks controls continuously, and helps with customer questionnaires. It must be set up in days, billed monthly, and need no dedicated administrator.