Computer System Validation

Computer System Validation Sharing practical insights, tools, and tips on Computer System Validation (CSV) for pharma and life sciences professionals.

From 21 CFR Part 11 compliance to real-world validation templates—everything you need to build audit-ready systems.

31/05/2026

Introducing the Computer System Validation Toolkit — 28 audit-ready templates spanning the full validation lifecycle, from GxP Determination, URS, and Risk Assessment through IQ/OQ/PQ, Traceability, and the Validation Summary Report. It also includes a dedicated framework for AI / Machine-Learning model validation, addressing bias, drift, data integrity, and explainability for GxP-regulated ML.

Fully editable in Word & Excel and aligned to GAMP 5, 21 CFR Part 11, and EU Annex 11.
https://vikasphere38.gumroad.com/l/uozmee

28/05/2026

The "Connector" Era By enabling the Canva Connector, you give Claude "hands" to work inside your apps. Instead of manually searching for templates, you talk to Claude. Request a promo poster, and Claude generates four distinct visual designs as interactive cards. You give feedback on colors, fonts, or text directly in the chat—no manual shifting of layers required.

The "Ferrari" in Your Browser: How the Claude-Canva Duo Reclaims 15 Hours of Your WeekMost marketing teams and creators ...
28/05/2026

The "Ferrari" in Your Browser: How the Claude-Canva Duo Reclaims 15 Hours of Your Week

Most marketing teams and creators are stuck in "drag-and-drop purgatory"—meticulously aligning layers, resizing assets, and fiddling with margins.
They treat AI as a fancy Google search. That’s the equivalent of buying a Ferrari and only driving it 10 km/h. They use it to "yap" about ideas rather than execute them.
To reclaim your time, you must stop treating Claude as a chatbot and start treating it as a programmatic production engine. Here is the blueprint to move from yapping to doing:
🌐 1. The "Connector" Era By enabling the Canva Connector, you give Claude "hands" to work inside your apps. Instead of manually searching for templates, you talk to Claude. Request a promo poster, and Claude generates four distinct visual designs as interactive cards. You give feedback on colors, fonts, or text directly in the chat—no manual shifting of layers required.
📐 2. The "Template Translator" Strategy AI graphics can easily become a cluttered mess. The fix? Give Claude a link to a high-quality Canva template and command it to: "Analyze this Canva template, especially the number of words per section." This turns Claude into a programmatic editor that respects spatial logic, ensuring human-quality aesthetics at AI-driven speed.
🧠 3. Master the TCCA Framework Stop using generic prompts. Treat Claude like a talented junior hire using this structure to hit 95% confidence before ex*****on:
Task: Define the specific output.
Context: Provide the "why" and the target audience.
Constraints: Establish strict boundaries (e.g., tone, image styles).
Ask Clarifying Questions: Force the AI to interview you first. This saves you from writing exhaustive prompts.
🔄 4. Close the Loop with Blotato Automation Design is useless without distribution. Tools like Blotato bridge your "Ferrari" to the road, letting you feed personal assets into Claude for the Canva connector to use. Once the design is finalized, command Claude to write the caption and publish. You can manage a multi-channel content calendar across LinkedIn, X, Instagram, and Facebook
🎨 5. Scale with the Digital Brand Kit For solo operators, founders, or agencies managing multiple clients, the Brand Kit is your permanent visual memory. Integrate your logos, fonts, and color palettes into Canva, and tell Claude to apply them programmatically across dozens of assets in seconds.
🚀 The Shift: From Manual to Programmatic When you stop "fiddling" and start "programming" your visual assets, you reclaim up to 15 hours of your week.
What would you do with two extra workdays every single week?
As you deploy these high-speed production engines, remember: AI is the only technology ever created that teaches you how to use it better. Stop yapping, start executing.

28/05/2026

Master Power BI: Top 5 DAX Functions You Need to Know!

If you're trying to build powerful models in Power BI, stop overcomplicating your formulas. Master these 5 foundational DAX functions to solve 90% of your business intelligence problems:

1️⃣ CALCULATE: The absolute engine of DAX. It changes the filter context of any measure.
2️⃣ DIVIDE: The safest way to divide metrics. Automatically handles divide-by-zero errors gracefully.
3️⃣ TOTALYTD: Built-in time intelligence to track year-to-date performance effortlessly.
4️⃣ RELATED: Pulls data across established model relationships instantly—no complex lookups needed.
5️⃣ SUMX: An iterator function that performs row-by-row calculations before summing the results.

If you only learn 5 DAX functions this year, make it these 1. CALCULATEThe king of DAX. It evaluates an expression in a ...
27/05/2026

If you only learn 5 DAX functions this year, make it these

1. CALCULATE
The king of DAX. It evaluates an expression in a modified filter context.
= CALCULATE([Total Sales], Region[Area] = "South")
Master this first. Everything else builds on it.

2. SUMX
Calculates row by row, then aggregates.
= SUMX(Orders, Orders[Qty] * Orders[UnitPrice])
Essential when you need to multiply before summing.

3. FILTER
Returns a filtered table — usually used inside CALCULATE.
= CALCULATE([Revenue], FILTER(Sales, Sales[Amount] > 1000))
Your precision scalpel for complex conditions.

4. RELATED
Brings a value from a related dimension table into your fact table row context.
= RELATED(Product[Category])
Bridges your star schema relationships in calculations.

5. DIVIDE
Safe division that handles zeros gracefully.
= DIVIDE([Profit], [Revenue], 0)
Never use the slash operator for business metrics. Always DIVIDE.

Learn these 5. Practice them daily. In 30 days, DAX will feel natural.

Which one are you going to try today?

25/05/2026

⭐ Star Schema in Power BI = Faster Reports & Cleaner Data Models!
One Fact Table holds your numbers (sales, revenue, orders) — and Dimension Tables (date, product, customer) surround it like star points. This structure makes your Power BI reports load lightning fast and your DAX formulas simpler. If your Power BI model is slow or messy — Star Schema is the fix! 🚀

With Sabrina Ramonov – I just got recognised as one of their top fans! 🎉
18/05/2026

With Sabrina Ramonov – I just got recognised as one of their top fans! 🎉

18/05/2026
16/05/2026

Saved by AI: My 29-minute Pitch miracle

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