How Our Formula Powers Better AI-Driven Responses and Outcomes

Our approach is built on a simple yet powerful formula:

Instruction → LLM Model + Search + Users + Data Foundation + System Data

Here’s how each piece works together to produce richer insights and drive more effective actions:

1. Instruction
2. LLM Model
3. Search
4. Users
5. Data Foundation
6. System Data

The End Result: Intelligent, Actionable Outcomes

By uniting these elements, our formula empowers the AI to generate clear, context-rich, and highly actionable insights. When you combine:

• Focused Instruction
• An LLM that understands nuance
• Search capabilities tapping into the latest data
• Subject-matter expertise from real users
• A sturdy data foundation
• Continuous feedback loops through system data

You don’t just get “answers” - you get well-founded, dynamically improving guidance that can be put to immediate use, driving better decisions and measurable results across your organization.

┌─────────────────────┐

│ Instruction │

│ (Clear User Prompt) │

└─────────────┬───────┘

▼

┌────────────────────────────────────────┐

│ LLM Model │

│ (Understands context, generates │

│ natural-language insights & answers) │

└───────────────┬───────────────┬────────┘

│ │

(1)│ (2)│

▼ ▼

┌────────────────────┐ ┌─────────────────────┐

│ Search │ │ Data Foundation │

│ (Finds the right │ │ (Clean, structured │

│ data & references) │ │ data for reliable │

│ │ │ AI outputs) │

└────────────┬───────┘ └─────────────┬───────┘

│ │

(3) │ (4)│

▼ ▼

┌────────────────────┐ ┌─────────────────────┐

│ Users │ │ System Data │

│ (Guide, validate, │ │ (Historic logs, │

│ refine AI output) │ │ feedback loops, etc.)│

└────────────┬───────┘ └─────────────┬───────┘

│ │

└───────────────┬───────────┘

▼

(Continuous Improvement)

Why This Formula Delivers Better Outcomes

• Contextual Intelligence: By combining a powerful LLM with targeted search and curated data, you get responses that are both relevant and accurate.
• Human + AI Collaboration: Experts validate machine-generated insights, keeping the process grounded in real-world feasibility.
• Continuous Feedback Loop: System Data captures what works and what doesn’t, so the AI model evolves alongside your organization’s shifting needs.
• Scalable Efficiency: Automated insights mean teams can devote more time to strategy and less time to manual research, driving faster, smarter decisions.

By closing the loop between data, AI, user input, and continuous feedback, our formula ensures that every answer the system delivers is sharper, more useful, and more aligned with your specific business goals.

┌────────────────────────────────────────┐

│ 1. Better-Focused Decisions │

│ (Contextually relevant insights) │

└────────────────────────────────────────┘

│

▼

┌────────────────────────────────────────┐

│ 2. Reduced Risk & Faster Problem- │

│ Solving │

│ (Continuous feedback to detect │

│ and address issues quickly) │

└────────────────────────────────────────┘

│

▼

┌────────────────────────────────────────┐

│ 3. Enhanced Team Productivity │

│ (Automation frees time for strategic │

│ and creative tasks) │

└────────────────────────────────────────┘

│

▼

┌────────────────────────────────────────┐

│ 4. Agility & Competitive Edge │

│ (Quick pivots and real-time │

│ adaptation in fast-changing markets)│

└────────────────────────────────────────┘

│

▼

┌────────────────────────────────────────┐

│ 5. Scalable Growth │

│ (System refines itself and grows with │

│ your business) │

└────────────────────────────────────────┘

Why the INSTRAT360 Formula Delivers Better Outcomes

Contextual Intelligence

By combining a powerful LLM with targeted search and curated data, every response is both relevant and accurate, reflecting the most up-to-date and specialized information.

Human + AI Collaboration

Subject-matter experts validate and refine the AI’s outputs, ensuring that each recommendation aligns with real-world feasibility and organizational nuances—striking the ideal balance between automation and human insight.

Continuous Feedback Loop

System Data captures successes, shortfalls, and evolving requirements. This real-time feedback allows the AI to learn from outcomes, constantly improving future responses and staying in tune with shifting business needs.

Scalable Efficiency

By automating research and analysis, teams can spend more time on strategic thinking and less on manual tasks - accelerating decision-making and freeing up resources to focus on high-impact initiatives.

┌────────────────────────────────────────┐

│ 1. Better-Focused Decisions │

│ (Contextually relevant insights) │

└────────────────────────────────────────┘

│

▼

┌────────────────────────────────────────┐

│ 2. Reduced Risk & Faster Problem- │

│ Solving │

│ (Continuous feedback to detect │

│ and address issues quickly) │

└────────────────────────────────────────┘

│

▼

┌────────────────────────────────────────┐

│ 3. Enhanced Team Productivity │

│ (Automation frees time for strategic │

│ and creative tasks) │

└────────────────────────────────────────┘

│

▼

┌────────────────────────────────────────┐

│ 4. Agility & Competitive Edge │

│ (Quick pivots and real-time │

│ adaptation in fast-changing markets)│

└────────────────────────────────────────┘

│

▼

┌────────────────────────────────────────┐

│ 5. Scalable Growth │

│ (System refines itself and grows with │

│ your business) │

└────────────────────────────────────────┘

I hope you’re doing well. As a leader in your field, you know that clear data and quick, informed decisions can make the difference between staying ahead and falling behind. That’s why I want to personally share how INSTRAT360 is helping CEOs like you gain a decisive edge:

1. Faster Decisions, Stronger Outcomes
2. Rapid ROI
3. Reduced Risk & Compliance Exposure
4. Optimized Use of Talent
5. Future-Proof Growth

If we’re not talking about how INSTRAT360 can elevate your organization right now, something in your strategy is missing. Let’s fix that. I’d be more than happy to connect, walk you through the platform, and explore how it could transform your decision-making and results.

Warm regards,

Asbj?rn levring, CEO & Founder