- Tesseract Academy Newsletter
- Posts
- AI-Minute: 4 Workflows You Can Ship This Week
AI-Minute: 4 Workflows You Can Ship This Week
“Strategy means turning ideas into metrics that move.”
Hi there,
Some of you swear by OpenAI, others by Anthropic—so every shortcut below works in both GPT-4o and Claude 4 (Sonnet/Opus). Pick the role that matches your day-to-day and watch the number tick up.
1 Startup Founder (Module 5 – AI Product Ops)
Quick win: Slack Daily Digest
How: Click Summarise in your #stand-up channel → drop the recap into GPT-4o or Claude Sonnet 4 → prompt: “Convert to Jira tickets with owner & due date.”
KPI target: -30 % meeting time per sprint.
2 Innovation Manager (Module 3 – Applied ML)
Quick win: Compliance-Checker bot
How: Upload a slide deck → prompt either model:
“Flag every data-sharing claim; mark red if it conflicts with ISO 42001 or GDPR.”KPI target: 0 critical misses per review cycle.
3 Venture Investor (Module 2 – Data-Driven DD)
Quick win: Vision-powered Deck Scorer
How: Feed each PDF pitch to GPT-4o or Claude Opus 4 vision → ask for 1-to-5 scores on TAM, moat, and team strength with rationale.
KPI target: +40 % qualified deals screened weekly.
4 Chief Data Officer (Module 1 – AI Strategy)
Quick win: Predictive Lead Heatmap
How: Hit MadKudu’s /score API, then let either LLM cluster high-intent accounts and suggest next-best actions.
KPI target: -25 % sales-cycle days.
Why these two models?
Model | Sweet spot | Context window |
---|---|---|
GPT-4o | Fast user-facing tasks, real-time chat | 128 K tokens |
Claude 4 Sonnet | Balanced cost-performance | 200 K tokens |
Claude 4 Opus | Deep reasoning, long agent runs | 200 K tokens |
Claude 4 added larger context, stronger coding & vision, while GPT-4o remains the latency + price leader for lightweight prompts.
5-minute challenge: Choose the hack that hits your current bottleneck → run the prompt in your preferred model → log the KPI in your next sprint.
Need a shortcut? Book a 15-min Strategy Sprint and we’ll map it straight to your OKRs—first call’s on us.
Onward,
Stelios, PhD, CStat
CEO, Tesseract Academy
P.S. Tell me your biggest AI bottleneck—hit reply with “stuck”—and I’ll shoot back a 60-second fix.