Discover how organisations with complex, high-stakes needs achieved measurable impact—fast. Explore case studies of Gysho’s outcome-driven, secure, and fully custom AI solutions, delivered through true partnership and our modular, enterprise-grade platform.
Real results, real fast - here's how Gysho delivers impact for organisations with unique, high-value needs.
Client/Industry:
Construction Engineering Firm
Business Challenge:
Scale and automate systems engineering practices to ensure high-quality, safe, and compliant construction projects—previously only possible with large teams and weeks of effort.
Gysho Solution:
Developed bespoke AI components leveraging systems engineering expertise, automating large parts of the compliance and quality process.
Outcome/Impact:
Enabled engineers to focus on critical issues, reduced manual workload, and improved compliance. (Deal: £250k initial, £35k/month subscription)
Why Gysho:
Gysho’s combination of domain expertise and platform-based delivery enabled automation at scale, with full compliance and security.
Client/Industry:
International Food Manufacturing Company
Business Challenge:
Needed to upskill internal teams on AI fundamentals and develop a clear, actionable technology roadmap—so the company could make smarter decisions, prioritize the right AI initiatives, and drive greater operational efficiency.
Gysho Solution:
Delivered a comprehensive, phased engagement:
Outcome/Impact:
Why Gysho:
Gysho’s pragmatic, outcome-driven approach ensured that education, strategy, and technology planning were fully aligned with the client’s real business goals—enabling the company to perform better, both in knowing what to do and in becoming more efficient.
Client/Industry:
Niche Supply Chain & Logistics Provider
Business Challenge:
Faced with a high volume of shipping “bill of lading” documents in multiple languages and non-standard formats, the client’s manual data entry process was slow, error-prone, and a bottleneck for warehouse operations. Integration with a legacy Warehouse Management System (WMS) further complicated automation.
Gysho Solution:
Outcome/Impact:
Why Gysho:
Gysho’s integrated approach to data engineering and governance—combining advanced computer vision, user-centric validation, and legacy system integration—delivered a robust, scalable solution that generic automation tools could not match.
Review a selection of our delivered use cases, from experiments to production.
HAL autonomous commercial team: a connected human-machine sales assistant that shares knowledge and actions with all other HAL components to drive sales performance.
Business Challenge
Sales teams often spend excessive time on administrative tasks and struggle with consistent adoption of sales methodologies. This reduces selling time, slows deal cycles, and limits the effectiveness of sales enablement efforts.
Scope
Deploy a production-ready HAL sales Assistant that combines corporate intelligence, CRM transactional capabilities, and sales methodology coaching to help sales teams work smarter, sell more effectively, and reduce admin burden.
Feature Snapshot
Measurable Impact
PoC Delivery Time
3 Days
Fully autonomous supply chain warehouse with reinforced self-learning capabilities and predictive planning for maximum efficiency and sustainability.
Business Challenge
Traditional supply chain and warehouse operations rely heavily on manual labour and static processes, limiting efficiency, adaptability, and sustainability. Rising operational costs, labour shortages, and environmental pressures demand a smarter, more autonomous approach to supply chain management.
Scope
Propose the first full-scale self-learning autonomous supply chain system, integrating reinforced learning mechanisms and predictive planning to optimise operations end-to-end. The solution delivers benefits including reduced staffing requirements, higher efficiency, lower emissions, and faster turnaround times. Currently under review with the NL government for funding.
Feature Snapshot
Measurable Impact
PoC Delivery Time
5 Days
Matches government contractual specifications to design and drawing specifications in large projects to deliver full compliance reports and audit trails in record time.
Business Challenge
In large-scale infrastructure projects, verifying that thousands of design specifications align with contractual requirements is a time-consuming, labour-intensive process — often taking weeks and frequently skipped due to time constraints, leading to compliance risks.
Scope
Develop and deliver an automated system capable of matching thousands of design specifications against contractual requirements, generating a complete compliance report and audit trail for project completion and sign-off.
Feature Snapshot
Measurable Impact
PoC Delivery Time
7 Days
Negotiation planning assistant built on proprietary frameworks to support global FMCG companies in securing optimal outcomes in high-value contracts.
Business Challenge
In global FMCG organisations, sales and procurement professionals manage multi-billion-dollar contracts where even small negotiation missteps can have major financial consequences. Ensuring best practice compliance across teams of varying experience levels is challenging, especially when relying on manual processes or inconsistent training.
Solution Overview
Deliver a proof-of-concept AI-enabled negotiation planning assistant that embeds proprietary best practice frameworks into the workflow, guiding both junior and senior staff through structured, high-quality negotiation preparation for large-scale FMCG contracts.
Feature Snapshot
Measurable Outcomes
PoC Delivery Time
7 Days
RAG-powered procurement assistant that supports legal queries, proposal analysis, and compliance checks in vendor interactions.
Business Challenge
Procurement teams often face delays and risks when navigating complex purchasing processes, legal terms, and compliance requirements. Accessing relevant corporate policies and legal guidance quickly is challenging, leading to slower vendor interactions and potential contractual risks.
Scope
Deploy a demo-stage, domain-specific RAG procurement assistant that provides instant, grounded answers to legal and compliance questions, analyses vendor proposals, and ensures purchasing processes align with corporate policies and terms.
Feature Snapshot
Measurable Impact
PoC Delivery Time
3 Days
SaaS solution for construction engineering, delivered as a unified, modular portal with Gysho, embedding proprietary expertise enabled by AI.
Business Challenge
Construction engineering projects require seamless integration of multiple specialised tools and workflows. Traditional systems are fragmented, lack scalability, and often fail to embed proprietary best practices into daily operations, leading to inefficiencies, compliance risks, and slower project delivery.
Scope
Deploy a secure, compliant, modular SaaS platform for construction engineering that unifies tools, processes, and proprietary AI-enabled expertise. Designed for modular growth, the platform delivers new solutions quarterly, ensuring continuous innovation and adaptability across regions and regulatory environments.
Feature Snapshot
Measurable Impact
HAL autonomous commercial team: ingests and vectorises company expertise, making it instantly available across all HAL tools and connected systems.
Business Challenge
In most organisations, valuable corporate knowledge is scattered across drives, documents, and systems — making it inaccessible systems and employees to find and use effectively. This hidden expertise often goes untapped, leading to duplicated work, slower decision-making, and lost opportunities.
Scope
Deploy a production-ready HAL system that actively gathers all non-personal corporate knowledge, vectorises it for fast retrieval, and makes it available to HAL's interconnected agents and employees alike.
Feature Snapshot
Measurable Impact
HAL autonomous commercial team: multi-channel chat operative connected to WhatsApp, Facebook, email, and webchat to deliver intelligent, personalised customer support.
Business Challenge
Customer service teams often face high volumes of repetitive inquiries, requiring large first-line support teams and driving up operational costs. Traditional chatbots lack integration with backend systems, leading to generic, rigid and often unhelpful responses that frustrate customers and fail to resolve issues effectively.
Scope
Deploy a beta-stage HAL customer service solution that connects to multiple communication channels and integrates with backend systems such as CRM and support databases, enabling intelligent, context-aware conversations that resolve customer inquiries without human intervention.
Feature Snapshot
Measurable Impact
While SaaS AI applications will continue to proliferate and address a broad range of
standard business needs, they will not be able to fully address the requirements of
organizations with highly unique, confidential, or regulated workflows. For these,
bespoke or custom AI development remains essential.
Generic SaaS AI will remain the default for common, non-sensitive use cases.
However, the demand for bespoke AI will grow in parallel, driven by organizations with
unique compliance, integration, or IP requirements.
By the end of 2025, over 70% of regulated enterprises will have at least one missioncritical AI solution developed as a bespoke engagement, not as a SaaS product, due to
ongoing concerns about data security, custom logic, and integration.
Researched, compiled and published by our team.
Ready to explore what truly custom, enterprise-grade AI can do for your business? Connect with Gysho’s experts to discuss your unique challenges and discover the art of the possible.
SOCIAL MEDIA VIDEO ANALYSIS
AI-driven tool that analyses influencer videos across social media platforms to assess campaign message adoption and report on observed activities.
Business Challenge
Marketing teams running influencer campaigns often rely on manual video reviews to determine whether influencers are effectively adopting and communicating campaign messages. This is time-consuming, prone to oversight, and limits the scale and reach of social media marketing efforts.
Scope
Deliver a proof-of-concept solution that automatically visits social media platforms, analyses influencer videos, and reports on their activities, confirming campaign message adoption. The tool also identifies issues and opportunities, enabling marketing teams to optimise campaigns in real time.
Feature Snapshot
Measurable Impact
PoC Delivery Time
5 days
Industry:
Marketing Social Media MarketingTechnologies
AI Video Analysis Social Media Platform Integration Campaign Message Detection Activity & Opportunity Reporting