SME success stories with measurable outcomes
From retailers to manufacturers and professional services, see how SMEs launch AI with LLM Leaders in weeks — and the impact they see in hours saved, revenue gained and risks reduced.
Measurable outcomes across industries
2.8x
Average ROI within the first 90 days after launch.
51
Security reviews completed with no outstanding actions.
4.9 / 5
Average satisfaction score from stakeholder surveys.
Retail support automation
60% workload reductionIndustry: E-commerce
A UK online retailer deployed our 24/7 support agent. It now resolves 70% of FAQs, cutting backlog by 60% and lifting CSAT by 20% while humans focus on complex cases.
Marketing agency revenue copilot
15% conversion upliftIndustry: B2B services
A lean sales team used AI follow-ups and content drafts to respond same-day to 95% of inquiries. Conversions rose 15% and campaigns shipped 2x faster.
Manufacturing ops dashboard
£50k saved in downtimeIndustry: Manufacturing
Predictive alerts flagged machine issues before they escalated, reducing downtime by 30% and saving ~£50k annually while improving on-time delivery to 98%.
Consultancy training & adoption
First AI pilot in 6 weeksIndustry: Professional services
Workshops and a tailored roadmap calmed team concerns and launched a document summariser pilot that saves each consultant ~3 hours per week.
End-to-end delivery that scales with your ambition
From initial workshop to optimisation cadence, we structure each engagement so value compounds sprint after sprint.
Co-create with your experts
We embed alongside your team to capture nuance, review guardrails and mirror your brand voice before launch.
Instrument every workflow
Dashboards and experiment logs keep leadership informed, while quality loops feed insights back into the product.
Iterate with intent
Weekly optimisation sessions unlock new automations, expand scope and keep adoption trending upward.