We don't just automate tasks. We deploy production-ready AI systems that deliver measurable business outcomes.
What happens next
1 · Discovery callWe discuss your challenges, objectives and current state (30 to 45 minutes).
2 · Signal assessmentWe identify your highest-impact AI opportunities (complimentary).
3 · Roadmap proposalWe present a clear path from current state to measurable results.
4 · PartnershipWe work together to deploy AI systems that drive real business value.
Agentic AI Networks
Your digital workforce
Imagine a team that works around the clock, processes information instantly, learns continuously and executes complex workflows without error. This is the power of Agentic AI Networks: not theoretical AI, but production-deployed systems delivering real business value.
Unlike traditional automation that simply follows rules, our networks use large language models and machine learning to understand context, make intelligent decisions and adapt to changing conditions. They handle the repetitive, data-intensive work that consumes your team's time, so your people can focus on strategy, innovation and relationship building.
Customer operations · tier-one support handled, complex issues routed to the right specialists, instant context and suggested responses for your team
Finance and operations · data entry, reconciliation and reporting automated, anomalies flagged for human review
Sales and marketing · customer behaviour patterns analysed, engagement personalised at scale, high-value prospects identified
System monitoring · 24/7 watch for anomalies, performance issues and optimisation opportunities
Your existing systems
Structured data
Unstructured data
Orchestrator · context, decisions, routing
Customer operations
Data analysis
Workflow automation
System monitoring
Human oversight · quality and strategic direction
Production-ready, not prototype. Systems we've deployed analyse over 5.6 billion keywords across 74 countries and coordinate advertising spend exceeding 3.6 million euros monthly.
AI & Data Governance
Intelligence with integrity
In the age of AI, trust is not optional. It's your competitive advantage. Organisations that implement AI without robust governance face regulatory penalties, security breaches, reputational damage and employee distrust. Those that get it right unlock innovation while maintaining stakeholder confidence.
Most organisations treat governance as a defensive measure. We turn it into strategic advantage: when your customers know their data is protected, when regulators see proactive compliance and when employees trust your AI systems, governance opens doors rather than creating barriers.
Data lineage and audit trails for all AI decisions, ensuring transparency and accountability
Privacy by design protecting customer and employee data throughout the AI lifecycle
Regulatory compliance aligned with GDPR, EU AI Act requirements and industry-specific regulations
Security architecture protecting AI systems from adversarial attacks and data poisoning
Ethical guidelines and human oversight mechanisms for high-stakes AI decisions
Policy and accountability · who owns which data and decision
Data lineage and quality · where every number came from
Privacy and security · privacy by design, hardened against attack
Human oversight · ethical guidelines for high-stakes decisions
Audit · evidence for regulators, boards and clients
Experience that matters: governance frameworks deployed across 48+ countries with cross-functional teams of 40+ specialists, and a seat on a corporate data board guiding AI strategy.
Strategic AI Advisory
From roadmap to reality
Adopting AI is a strategic transformation, not just a technical implementation. The difference between AI projects that deliver transformative value and those that become expensive experiments often comes down to one factor: experienced strategic guidance.
Drawing on over 35 years of leadership experience, including roles as Director of Data, Governance & Analytics, Chief Operations Officer, Senior Vice President and strategic advisor to major technology platforms, we help you turn AI ambition into measurable results.
AI readiness assessment · data infrastructure, technical capabilities, organisational culture and strategic objectives
Opportunity identification · high-impact use cases that deliver quick wins while building toward long-term transformation
Implementation roadmap · realistic timelines, resource requirements and success metrics
Technology selection · solutions that integrate with your existing systems
Hands-on implementation support · training, processes and governance frameworks, then feedback loops and performance monitoring
Gersemi · Resource and budget planner for Data & AI initiatives
Strategy you can staff and budget
For approved clients, Gersemi turns a data and AI strategy into roles, capacity and a 36-month budget: from the minimum viable team we recommend to the full Data & AI budget a CFO can sign, as ranges with sourced reference defaults for the US and the EU, in the vocabulary of your industry: AEC, asset management, financial services, venture capital, FMCG, automotive, telecommunications or manufacturing.
Internal roles: the capabilities your organisation has to own itself, as full roles with job descriptionsretain
Hybrid and business-side roles: small fractions combined into roles held next to a line job, with their payroll shown separatelycombine
System integrator or managed service provider: what to buy in for BUILD and RUN, and when to bring it back in-housebuy in
The full budget as from-to bands, modelled from your workload32 profiles · 3 layers
