Digital maturity · benchmarks · action plans
Find out where you stand.
Get a plan to move forward.
Take a short self-assessment. Get your score, compare to peers in your industry, and walk away with concrete next steps tailored to your maturity level.
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10 assessments
- Questionnaire
Digital Strategy Readiness
A 12-question check on how prepared your organization is to execute a digital strategy. Takes about 5 minutes.
- Questionnaire
Digital Twin Maturity
A4BEE's published Digital Twin Maturity Model — evidence-based assessment across six data & technology enablers plus organizational alignment. 21 questions probing concrete practices, ~9 minutes.
- Maturity rubric
Plant Digital Readiness
A 7-dimension self-assessment of plant digital readiness. Pick the level whose description best matches your plant today. ~7 minutes.
- Questionnaire
Electronic Batch Record (eBR) Readiness
A 20-question check on whether your plant is ready to move from paper batch records to a fully electronic, connected eBR — and what the real bottleneck is. ~9 minutes. The principle: eBR failures are sequencing failures, not technology failures.
- Questionnaire
CPV Digital Maturity
A 15-question evidence-based assessment of Continued Process Verification (CPV) digital maturity. Probes actual practices across five dimensions, not self-rating. ~7 minutes.
- Questionnaire
Digital Strategy Maturity
A 9-question cross-domain assessment of where your digital strategy actually sits. Three pillars combined into one read: business strategy, IT & digital capability, and operating model — measured separately, scored together. ~5 minutes.
- Questionnaire
Data + AI Readiness
A 21-question evidence-based assessment of whether your org is ready to deliver data + AI capability — not at the strategic level (that's the Digital Strategy Maturity assessment), but at the operational + capability level. Seven dimensions, ~10 minutes.
- Questionnaire
Find Your LIMS
A 27-question needs-finder that ranks 8 leading LIMS platforms (LabWare, LabVantage, Thermo SampleManager, STARLIMS, Benchling, Illumina Clarity, Labguru, LabKey) against your lab's actual requirements. Nine dimensions covering compliance, deployment, scale, scientific domain, integration, budget, and urgency. ~10 minutes.
- Questionnaire
Find Your MES
A 27-question needs-finder that ranks 8 leading MES platforms (Werum PAS-X, Siemens Opcenter Execution Pharma, Rockwell PharmaSuite, Emerson Syncade, DELMIA Apriso, Tulip, Opstrakker, SAP DMC) against your plant's actual requirements. Nine dimensions covering compliance, deployment, scale, process / discrete mix, ERP + automation integration, budget, and urgency. ~10 minutes.
- Questionnaire
Find Your ELN
Twenty Electronic Lab Notebooks, one shortlist. Answer 27 questions about your lab's regulatory load, science, scale, budget, and how much you hate vendor lock-in — and get a ranked ELN shortlist matched to your needs, with honest concerns and source-cited data for procurement. ~9 minutes.
Score
Per-dimension breakdown against a clear maturity ladder.
Benchmark
See where you stand vs peers in your industry and size.
Action plan
Specific moves tailored to your current level — start with one.