AI Readiness for Technology
Tech companies lead AI adoption at 62% daily usage, but speed often outpaces governance. The gap between experimentation and production-grade AI is where value leaks.
Industry Benchmarks
Where Technology stands on AI readiness
Benchmarks calibrated from Cisco, McKinsey, Deloitte, Accenture, and Worklytics research. Scores represent the median organisation, not top performers.
5.8/10
Average AI readiness
Overall: 58/100
7.1
Technology Stack
Strongest dimension
4.5
Governance & Ethics
Weakest dimension
62%
use AI daily
Worklytics, 2025
Dimension-by-dimension breakdown
Key Challenges
What holds technology back on AI
These are not generic challenges. They are the specific barriers that technology organisations face when moving from AI experimentation to real impact.
Governance debt from move-fast culture
Engineering teams ship AI features rapidly, but responsible AI policies, model monitoring, and bias testing lag behind. Only 1 in 5 tech companies have mature AI governance frameworks. This creates regulatory risk as AI legislation tightens globally.
Fragmented AI tooling across teams
Different squads adopt different models, frameworks, and evaluation approaches. Without a unified AI platform strategy, you end up with duplicated infrastructure costs, inconsistent model behaviour, and no way to measure aggregate AI ROI across the organisation.
Talent retention in a hyper-competitive market
AI engineers command premium salaries, and your competitors are the same companies building the foundation models. Retaining AI talent requires more than compensation — it demands meaningful problems, modern tooling, and clear career progression in AI-specific roles.
What You Get
Technology-specific AI readiness assessment
- Your organisation scored against technology benchmarks across 8 dimensions
- Gap analysis showing exactly where you lead and lag your industry
- Challenges specific to technology — not generic AI advice
- Prioritised quick wins you can act on this quarter
- Industry benchmark data from Cisco, McKinsey, Deloitte, and Accenture research
Assess Your Technology AI Readiness
Free in 3 minutes. No signup required. Get your score benchmarked against technology industry data from leading research firms.
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