Recommend ways to control or reduce risk

Recommend ways to control or reduce risk — real work, not an imagined feature: named inside 6 evidenced career tasks. Below are four ready AI prompts for it, one per height of help: do it, make it easier to accept, decide when you are stuck, and change the pattern for good.

6career tasks name it
4prompt heights

The four heights

The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.

Execute — do the immediate task

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I have a draft risk dashboard for the product portfolio and need this to go to the head of R&D by…
I have a draft risk dashboard for the product portfolio and need this to go to the head of R&D by Friday. Show current exposure by active compound, the top five risk drivers (regulatory, supply, trial failure, IP, third-party vendor), and a projected cash-at-risk over 12 months under a high-risk scenario. Verify the scenario formulas and ensure any manual overrides are clearly noted before I send.

Improve — make it easier to accept

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Before I present risk controls to the steering committee, make the sheet actionable: put the…
Before I present risk controls to the steering committee, make the sheet actionable: put the biggest single control opportunity up top, show expected risk reduction percentage and required budget, and flag controls that need procurement lead approval. Make the mitigation steps short and specify which owner must certify completion with a date.

Decide — diagnose the stuck moment

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I updated procurement on a supplier delay that doubles lead time for a key reagent. I’m afraid our…

We just learned a supplier’s lead time doubled; my mitigation sheet still shows original timelines.

I updated procurement on a supplier delay that doubles lead time for a key reagent. I’m afraid our buffer stock assumptions are now false and a trial milestone may slip. Procurement lead Marco is in another time zone and finance wants a mitigation cost estimate by 10 a.m. What checks should I run now to confirm stock-days, who must I call, and what is the simplest plan to buy extra time without doubling budget?

Become — change the pattern

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Across projects we keep being surprised by supplier lead-time spikes and emergency air shipments.…

We repeatedly under-estimate supplier lead-time risk in our plans.

Across projects we keep being surprised by supplier lead-time spikes and emergency air shipments. That eats budget and ruins timelines. What one change to how we track vendor lead times and one behavioral rule for project leads would reduce these surprises and stop last-minute procurement escalations?

Where the evidence lives

Who was seen doing this, and what people really ask.

Software tasks in the LLOS Work Atlas come from evidence, never a feature list: careers attested to do the work, real job descriptions, and the questions people actually ask (with their view counts). Facets — feature, workflow, troubleshoot, administer, deploy, scale — are open metadata: the work decides, not a taxonomy.
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The rest of the map

Same library, five ways in.