AI Fluency for Organizations
Prove Your AI Investment Is Working
Joring gives you objective visibility into AI effectiveness across every tool and coaches your sales reps, marketers, and CS managers to improve.
The model isn't the bottleneck. Your people are.
By late 2025, GPT-5.2, Gemini 3, Claude Opus 4.5, and Grok 4.1 were released within a 25-day window. The performance gap between models is shrinking. The performance gap between the people using them is widening.
percent of AI budgets go to technology vs. people.
Deloitte CTO, Fortune, December 2025
Companies are buying faster horses and hoping that solves the steering problem. The only metric most organizations have is token spend.
For the CEO: protect your AI budget
You committed $200K+ to AI tools. The board asks if it's working. The only data available: license counts and token spend.
Joring is the proof layer. See which teams are improving, where to invest more, and show the board measurable ROI.
- Organizational dashboard with team health scores
- Cross-tool effectiveness metrics, not single-vendor analytics
- Trend analysis over time, before and after any initiative
- Per-tool breakdown showing which investments are delivering
of CIOs face increased board pressure to demonstrate AI ROI since 2024.
Dataiku/Harris Poll, 600 CIOs, 2025
believe AI budgets will freeze without results by mid-2026.
Dataiku/Harris Poll, 2025
of CFOs expect significant AI ROI within two years; only 14% report clear, measurable impact to date.
RGP, 200 US CFOs, 2025
For the AI champion: scale what works
You have the mandate to make AI work across the organization. Generic training doesn't stick. FedEx suspended LinkedIn Learning because it didn't work for sales, marketing, and operations staff.
Joring gives you measurement that proves your AI program is working, and coaching that scales without you running workshops.
- Before/after behavioral scores tied to any training initiative or rollout
- Individual coaching that runs in the background, no workshops needed
- 61-signal framework grounded in peer-reviewed research
- Daily coaching tips personalized per user
- Real-time inline suggestions while users work in any AI tool
faster with AI literacy training, B+ to A quality on professional tasks.
Microsoft Research, 2025
improvement for below-average performers with proper AI coaching.
Harvard/BCG, Dell'Acqua et al., 2023
of employees feel unprepared to use AI at work. Only 39% have received any training.
BrightHorizons/EdAssist 2025; Microsoft WTI 2024
Cross-tool measurement and coaching for your sales, marketing, and CS teams
Joring measures AI effectiveness across 61 behavioral signals, distilled into three research-backed dimensions. It coaches every user in real time, in the tools they already use.
Craft
How well your people communicate with AI. Context, specificity, and structure.
Command
How actively your people direct AI rather than passively accepting output. Iteration, critical evaluation, and editorial judgment.
Judgment
How well your people match AI capabilities to task requirements. Knowing when to trust, when to verify, and when to override.
Customer service, marketing, and sales are the top three AI investment areas (Microsoft WTI, 2025). Only 39% of AI users have received any training (Microsoft WTI, 2024). The opportunity is enormous.
Why Joring, not another dashboard
vs. Vendor dashboards
Microsoft Copilot Dashboard only sees Microsoft. OpenAI only sees OpenAI. Your organization uses three to five AI tools on average. Any single-vendor view gives a partial, misleading picture.
vs. Token analytics
Token spend tells you how much AI is used. It tells you nothing about whether the output was any good.
vs. AI courses
FedEx suspended LinkedIn Learning for AI. Courses teach theory in a classroom. Joring coaches on actual work in real time.
They see what tools are used. We see how well.