AI Time Estimates for Research Tasks

Diagnosing why a patient's chronic headaches keep returning despite multiple medication trials is a complex clinical problem requiring differential diagnosis, systematic review of treatment history, physical and neurological examination, and evidence-based treatment planning. Secondary causes must be ruled out, and the cumulative medication history must be interrogated for patterns such as medication overuse headache.

Diagnose the root cause of recurring chronic lower back pain that has not resolved with physical therapy, requiring clinical assessment, history review, imaging interpretation, and differential diagnosis.

In-person physical examination of a fine art painting at an auction house to assess authenticity via brushstroke analysis, canvas age assessment, and patina inspection.

Analyze a 10,000-row CSV of customer transactions to surface spending patterns, seasonal trends, and high-value segments with actionable business insights.

Research and compile a comprehensive competitor analysis report on 8 direct competitors in the project management software space

Analyze a 50,000-row CSV transaction dataset to identify spending patterns and segment customers into lifecycle stages (e.g., new, active, at-risk, churned).

Analyze a CSV dataset of e-commerce transaction logs to identify seasonal trends, top-performing products, and customer churn patterns

Conduct an in-person sensory evaluation of three prototype sauces, providing detailed qualitative feedback on flavor balance, texture, mouthfeel, and aftertaste for a food product development team.

Diagnose the cause of a grinding noise when turning left on a 1987 Toyota Camry and provide repair recommendations. Likely causes include worn CV joints, bad wheel bearings, brake issues, or steering components.

Assess a shoulder mole for changes in appearance and estimate personal skin cancer risk level

Create a week-long detailed meal plan with recipes and a corresponding shopping list tailored for celiac disease (strict gluten-free) and dairy intolerance, within a $200 weekly budget.

Diagnosing recurring stomach pain in a child and deciding on specialist referral — a medical triage and decision-making task involving symptom tracking, differential considerations, and care navigation.

Conduct a live user research interview with an off-script, difficult-to-manage participant, requiring real-time empathy, active listening, and adaptive questioning to keep the session productive.

Create a detailed meal plan with shopping list and macros for someone with celiac disease and nut allergies who wants to gain muscle

Analyze a CSV file of customer churn data to identify patterns and generate insights about which user segments are most likely to leave

Assess a child's persistent cough to determine if it is allergy-related, asthma-related, or a sign of something requiring urgent medical care — a clinical diagnostic judgment task.

Visually inspect and assess a skin mole for signs of malignancy (e.g., using ABCDE criteria). This is a medical diagnostic task that cannot be reliably completed by non-clinicians, AI, or any non-dermatology professional without examination tools and clinical training.

Extract structured fields (company name, funding amount, industry, location) from 50 unstructured startup funding news articles into a structured dataset

Draft a detailed research memo on the current state of AI regulation across the EU, UK, and US, with policy recommendations covering key legislative frameworks, enforcement mechanisms, and strategic guidance.

Analyze competitor websites to extract and compare pricing models, feature sets, and marketing positioning, then compile findings into a structured comparison matrix.