Kornhill Services Limited

BACKGROUND

Please describe your company and position.

I am the Director of Generation Slash Consultant Ltd

Describe what your company does in a single sentence.

Generation Slash builds precision-driven AI applications, smart content management systems, and scalable cloud infrastructure for forward-thinking businesses.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Kornhill Services Limited to accomplish?

• Conduct a deep-dive audit of our legacy database and content structure to identify automation bottlenecks and design a bespoke roadmap prioritizing high-ROI workflows
• Design and deploy autonomous Agentic workflows to handle complex pedagogical tasks for a learning platform we developed for client
• Build a robust architectural middleware bridge to connect state-of-the-art LLMs with our existing legacy systems

SOLUTION

How did you find Kornhill Services Limited?

Referral

Why did you select Kornhill Services Limited over others?

• Pricing fit our budget
• Good value for cost
• Company values aligned

How many teammates from Kornhill Services Limited were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

KSL provided a comprehensive AI Architecture roadmap and implementation to automate Learning Platform for Generation Slash. The goal was to integrate Agentic workflows with their legacy systems to improve operational efficiency by 30%

KSL was engaged to deliver an end-to-end AI transformation for our educational platform. The scope was divided into three critical phases:

1. Architectural Audit and Roadmap: A deep-dive assessment of our legacy database and content structure to identify automation bottlenecks. KSL designed a bespoke AI roadmap that prioritized high-ROI workflows.

2. Agentic Workflow Design: Development of autonomous AI agents capable of handling complex learning tasks—including automated content tagging, student query resolution, and personalized learning path generation.

3. Legacy Integration & Middleware: Instead of a complete rewrite, KSL built a robust architectural bridge (middleware) to connect state-of-the-art LLMs with our existing legacy systems, ensuring data integrity and security guardrails were maintained throughout the deployment.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Operational Efficiency: We achieved the target 30% reduction in manual administrative tasks within the first 90 days, allowing our team to focus on high-value pedagogical development

Data Accuracy: By implementing KSL’s structured RAG (Retrieval-Augmented Generation) architecture, we maintained an accuracy rate of over 95% in AI-generated responses, effectively eliminating hallucinations in technical subjects.

Response Latency: Automated query handling reduced the average student wait time by 65%

Describe their project management. Did they deliver items on time? How did they respond to your needs?

KSL’s project management was highly structured and transparent, which is exactly what we needed for a complex architectural integration. They divided the engagement into three distinct, well-documented phases (Audit, Design, and Integration), which made tracking their progress straightforward.

They were exceptionally punctual. A critical milestone for our team was achieving the 30% operational efficiency target, and KSL successfully delivered the necessary agentic workflows to hit that mark within the first 90 days, exactly as promised.

What stood out most was how they responded to our specific business constraints. We made it clear that a complete system "rip-and-replace" was out of the question. Instead of pushing back, KSL immediately adapted to our needs by designing a custom middleware bridge. This demonstrated their ability to listen and build solutions around our existing operational realities, all while maintaining proactive communication and strict adherence to our data security guardrails.

What was your primary form of communication with Kornhill Services Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

What truly sets Kornhill Services Limited apart is their pragmatic approach to AI architecture—specifically, their expertise in legacy system integration. Many agencies default to recommending expensive, ground-up rebuilds to implement new technology. KSL took the opposite, much more difficult route: they built a robust, secure middleware bridge.

This allowed us to connect state-of-the-art LLMs to our existing infrastructure without compromising data integrity or security guardrails. Furthermore, their structured RAG implementation successfully maintained a >95% accuracy rate in technical subjects, effectively eliminating the hallucinations that plague many AI deployments. Their ability to deliver cutting-edge Agentic workflows while respecting the constraints of legacy systems is incredibly rare and highly valuable.

Are there any areas for improvement or something Kornhill Services Limited could have done differently?

Because the initial AI roadmap they designed was so comprehensive, it revealed a massive amount of untapped potential within our legacy systems. We found ourselves wanting to build every automation they suggested all at once. If anything, the 'issue' was simply that we had to be very disciplined to stick to the initial scope and prioritize the highest-ROI workflows first.