Bioasia 2026

Last Mile Readiness Diagnostic

3-minute assessment • Are you ready for AI transformation?

Progress 0 of 12
1

Data Integrity

Single source of truth, no "Sarah's master files"

Question 1

Critical datasets (territory alignments, HCP data) live in governed systems—not individual analyst spreadsheets.

NeverAlways
Question 2

If a key analyst left today, their work would continue uninterrupted—processes don't depend on one person's knowledge.

NeverAlways
Question 3

Our team can pull reliable insights immediately—without spending 2+ days reconciling data sources first.

NeverAlways
Pillar Score 0 / 15
2

Process Discipline

SOPs exist, not tribal knowledge

Question 4

Territory alignments, IC changes, and data workflows have documented SOPs that are actually followed.

NeverAlways
Question 5

Process changes (new tools, data sources) go through structured change management—not ad-hoc implementation.

NeverAlways
Question 6

New analysts reach full productivity within 3 months—process documentation enables rapid onboarding.

NeverAlways
Pillar Score 0 / 15
3

Automation and Efficiency

Reconciliation automated, not manual Excel work

Question 7

Data validation and reconciliation are largely automated—not done manually in Excel each cycle.

NeverAlways
Question 8

Our team spends less than 20% of time on manual data prep, fixing, and reconciliation.

NeverAlways
Question 9

Veeva/CRM and other tools are fully adopted (>80% utilization)—not partially used alongside workarounds.

NeverAlways
Pillar Score 0 / 15
4

Field Trust and Speed

Sales trusts data, insights delivered fast

Question 10

Sales/field teams trust and act on the insights we provide—not question data quality routinely.

NeverAlways
Question 11

Leadership requests for analytics can be turned around same-day for standard queries—not days/weeks.

NeverAlways
Question 12

Dashboards and reports are consistently accurate—rarely require "oh, let me check that and get back to you."

NeverAlways
Pillar Score 0 / 15

Answer all 12 questions

Your Assessment

Last Mile Readiness Score

0/60
...

Score by Pillar

Data Integrity 0/15
Process Discipline 0/15
Automation and Efficiency 0/15
Field Trust and Speed 0/15

Ready to Fix the Last Mile?

Our 20-minute Operational Readiness Assessment identifies your specific friction points and highest-leverage fixes.

Schedule Assessment Read the Framework

Readiness Levels

LevelScoreProfile
Ready52-60Foundation solid, ready for AI transformation
Emerging40-51Strong in some areas, gaps in others
At Risk28-39Significant operational debt, AI will amplify chaos
Fragile12-27Manual processes, key person dependencies