Become fluent.
Your team is already using AI in isolation. We take you from individual experimentation to organisation-wide fluency — skills embedded into daily operations, integrations connected to real systems, governance and guardrails built in from day one.
Assess AI readiness
Where is your team using AI already? Where are they avoiding it? We map the gap between the tools you have and the fluency you need.
Govern by design
Guardrails, data residency, human-in-the-loop checkpoints, and security built into every layer — not patched on after the fact.
Embed new workflows
We design and build the skills and workflows that plug directly into your existing systems — architected around how your business operates.
Adopt and orchestrate
From individuals commanding agents to teams orchestrating them — we embed AI fluency into how your people actually work together, not just alone.
Case studies
AI Services
Stark Chat
Stark Chat is our document-grounded AI product — the reference implementation of the embedded AI platform we offer partners. Connect sources, apply brand themes, and publish to your own site or a Stark domain.
AI Services
thefoodpeople
Aduro built trendhub for thefoodpeople — an AI-infused trends platform where food and drink professionals search global foresight, receive personalised recommendations, and publish bespoke branded reports.
AI Services
Unibeez
Aduro built Unibeez — an AI-powered graduate recruitment platform connecting UK students with employers — from platform architecture and semantic matching to secure, scalable infrastructure trusted by 500+ brands.
The fluent spectrum.
1
Individual augmentation
People across your organisation are already using AI — prompting, generating, experimenting. But it's siloed. Individual productivity gains that don't compound beyond the person using them.
2
Team augmentation
Shared agents, shared skills, shared context. Teams are using AI together with common tools and workflows, but output varies and the gaps between what they have and what they need are starting to show.
3
Team orchestration
AI isn't just responding to commands — it's integrated into front-facing systems and data directly. Workflows run through connected agents rather than humans copying outputs between tools.
4
Autonomy with oversight
Organisation-wide timed processes, event-driven triggers, agents executing autonomously with human-in-the-loop checkpoints for critical decisions. Full governance, full observability, full trust.
The fluent method.
Icebreaker.
We map your operations, your tools, your team's relationship with AI, who's using it, who's avoiding it, and where the real opportunities are hiding; surfacing the context that matters.
We define the skills, integrations, software and architecture required, set the guardrails, and identify what needs protecting.
The output is a Spark; a clear, actionable document containing the blueprints that everything moving forward is built from.
Cadence.
We execute the blueprints. Skills are designed and deployed, MCP are integrated and connected to your systems, software and workflows built around how your business operates.
The build runs through our digital services delivery — the same radical transparency, AI-first process, the same feedback loops.
The result is AI integrated with the tools and workflows your team use, processing real data, delivering real output.
Chorus.
The tools have no utility without adoption. We train your team to command and orchestrate the tools and workflows we've built — across new and existing connected and integrated systems.
We embed fluency into how your people actually work, day to day, until AI isn't a separate thing they do — it's just how things get done.
Governance, security awareness, and feedback loops get built into team rhythm so fluency sustains itself long after we step back.
Cybersecurity & data governance.
Data assessment.
Where does your data live, where does it flow, and what happens when AI touches it? We map every interaction between your systems and AI services to understand the real exposure before anything else.
Which models see your data, what gets stored, what gets logged, what leaves the building. You can't govern what you can't see — so we make every data path visible before a single workflow goes live.
Smart scanning.
AI-generated code introduces new risks — secrets leaked into outputs, OWASP vulnerabilities woven into suggestions, production data surfaced where it shouldn't be. Traditional scanners weren't built for this.
We run AI-aware scanning across your codebase and outputs, catching what gets introduced by the same tools that are supposed to be helping. Continuous, not one-off — every output checked and reviewed.
Governance by design.
Human-in-the-loop isn't a feature — it's an architecture decision. We design new systems with approval workflows, escalation paths, and audit trails built into every layer from day one.
Every agent action traceable, every decision logged, every critical path routed through a human checkpoint. When something needs reviewing, the system stops and asks — it doesn't assume.
UK data residency.
Inference routed through UK and EU regions. Your data persisted in UK data centres, with processing across nearby European availability zones. An evolving landscape as regional coverage expands.
We architect around the current constraints so compliance isn't an afterthought. For regulated industries, public sector, or any organisation where data sovereignty isn't optional, this is the foundation.
What our clients say
Aduro manages all of our products for us, from Connecting Steps to Evisense — our entire software estate. We stopped worrying about the technical side and started focusing on what we're actually good at. They don't just deliver, they own it like it's theirs. Not sure where we'd be without them.
Nothing off the shelf handles what we need. Aduro built our entire e-commerce platform, quoting engine, and configurable products with complex pricing models. They manage the infrastructure, and most of our revenue flows through what they've built. Aduro have earned my highest recommendation.
We needed a partner who could think as deeply about the platform as we think about trends. Aduro built TrendHub — our community platform and tools our analysts use to turn thousands of data points into the insights our clients rely on. They manage the infrastructure, but more than that, they help shape where we're going next. They're as invested in thefoodpeople's future as we are.
Break the ice.
Ready to start your journey of becoming AI fluent? Everything starts here — a focused discovery engagement that maps where you are, where you're going, and delivers a clear plan on how to get there.