what we build
The decision problems we solve
Every bespoke system starts with a specific decision someone needs to make better, faster, or more consistently.
Agentic workflows
Multi-step reasoning systems that research, analyse, and produce structured outputs without human hand-holding.
Intelligent assistants
Domain-specific AI assistants grounded in your content, your products, and your customers, not generic LLM outputs.
Multi-agent flows
Orchestrated agent networks that handle complex, branching tasks across tools, APIs, and data sources.
System integrations
MCP servers, API integrations and custom connectors that make your existing tools AI-ready.
How it works
From first conversation to delivery
A focused, low-friction process built for SMBs. No enterprise procurement, no unnecessary complexity.
1
Discovery call
We talk through the decision problem, your current process, and what a good outcome looks like. No obligation, no pitch deck.
30 minutes · Free
2
Assessment and scoping
We produce a written assessment of the problem, the proposed architecture, and a fixed-scope delivery plan. You decide whether to proceed.
3–5 working days
3
Build and iterate
We build in focused sprints with regular check-ins. You see working software early and shape the direction as we go.
2–6 weeks depending on scope
4
Handover and support
Full documentation, handover session, monitoring rules, compliance documents and post-launch support. You own everything we build.
Included in every engagement
Capability
What we build with
Modern agentic architecture across the full stack. No off-the-shelf shortcuts.
Development
We build using modern agentic frameworks including LangGraph, LangChain and TypeScript, selected to fit your requirements. We adapt to your existing technical environment, integrate via APIs and MCP servers, and avoid forcing unnecessary migrations or disruptions to what already works.
AI Models
We work across Anthropic Claude, OpenAI, Mistral, Perplexity and open-source models, choosing the right one for each task. No vendor lock-in. If your business already uses specific AI tools or platforms, we build around them rather than replacing them.
Infrastructue
Whether your data lives in databases, documents, APIs or internal platforms, we work with it as it is. We use proven infrastructure including Railway, Upstash Redis and Pinecone where appropriate, adding intelligence to your existing flows without disrupting operations.
Methodology
Every system is grounded in proven frameworks including MBA Frameworks, systems thinking and Lean Methodologies. We understand how your business operates before writing a single line of code, so the result solves the right problem rather than just an impressive technical exercise.
Compliance & credentials
Security and responsible AI by design
Not an afterthought. Every system we build meets these standards from day one.
Cyber Essentials certified
UK Government-backed certification. Verified by BlockMark Registry.
GDPR compliant
Data processed in accordance with EU GDPR. No data sold or shared.
EU AI Act aligned
All systems classified and documented. Transparent by design, human in the loop.
Transparent AI
Outputs are explainable. Hallucination guardrails built in. No black boxes.
Case study
Tour Guide Operator — AI strategy assessment
A Tour Guide Operator based in London specialising in Spanish-language walking tours, supported by 20+ guides across multiple tour types.
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Linkifico produced a full AI strategy assessment identifying where agentic AI could reduce manual workload, improve the booking journey, and deliver measurable ROI, with a phased implementation roadmap and full compliance documentation.
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Delivered as a structured assessment report. No retainer. No obligation to proceed.
15x–25x
Projected ROI on AI operating cost
€2.5k–3.4k
Estimated annual profit impact
3 phases
Structured to be rolled out over 12 weeks