Trusted by 40+ companies across Europe and the US
AI that works inside
your real business
We help companies identify, implement, and sustain AI across operations, product, and support — from first pilot to full-scale rollout.
6 wks
Avg. time to first pilot
Services
How we help you grow with AI
End-to-end support across the full lifecycle — from strategy to production to ongoing optimisation.
AI Readiness Audit
We map your existing workflows, data assets, and tooling to identify where AI creates the most leverage — before you spend a dollar.
Strategy · Workshops · Roadmap
Process Automation
From document processing to customer triage — we design and deploy AI agents that slot into your existing systems without disruption.
LLM Agents · RPA · Integrations
Custom AI Projects
Need a bespoke model, fine-tune, or RAG pipeline? We scope, build, and hand off production-ready solutions tailored to your data.
Fine-tuning · RAG · MLOps
Team Enablement
Hands-on training for your product, operations, and leadership teams. We build internal capability so you don't stay dependent on us.
Workshops · Playbooks · Coaching
AI Governance & Ethics
Policy frameworks, audit trails, and bias evaluation processes to meet regulatory expectations and earn user trust.
Policy · Compliance · Audits
Ongoing Support
Monthly retainers for monitoring, retraining, and prompt engineering updates as your AI evolves with your business.
Retainer · Monitoring · Updates
How it works
From first call to
measurable impact
01
Discovery
A 60-minute call to understand your goals, current stack, and where the biggest friction lives. No prep required.
02
Proposal & pilot
We scope a focused 4–6 week pilot on a single high-value process. You see real results before committing further.
03
Scale & sustain
Once the pilot proves value, we roll out and set up monitoring, retraining schedules, and internal ownership.
Case Studies
Work we're proud of
A sample of outcomes from recent engagements.
Process Automation
Automating invoice processing for a 300-person logistics firm
End-to-end document pipeline replacing 4 FTE of manual work. Live in 5 weeks.
Customer Support
AI-first support layer for a SaaS platform with 50k users
RAG-based assistant handling tier-1 queries with handoff to human agents for edge cases.
64%
Queries resolved by AI
Data & Analytics
Natural language reporting for a retail chain's operations team
Business users query live operational data in plain English — no SQL, no waiting for analysts.
12 hrs
Saved per analyst / wk
4×
More decisions per sprint
We're a small team
with a clear mission
Northwind Digital was founded in 2021 to close the gap between AI research and real-world business adoption. We don't sell hype — we build things that work.
The team
Who you'll work with
SC
Sophie Chen
Co-founder & CEO
Former ML lead at two Series B startups. Obsessed with turning AI prototypes into production-grade systems people actually use.
MR
Marcus Reid
Co-founder & CTO
Previously at DeepMind and a London fintech. Builds the architectures that make our solutions fast, safe, and maintainable.
LK
Lena Kovač
Solutions Architect
Specialises in enterprise integrations and LLM fine-tuning pipelines. Speaks fluent both engineering and stakeholder.
JP
James Park
AI Research Lead
PhD in computational linguistics. Leads our work on RAG systems, evaluation frameworks, and model governance.
Thinking out loud
about AI in practice
Practical perspectives from our team — no trends, no hype, just things we've learned building AI that works in real organisations.
April 22, 2026
Why most AI pilots fail — and the one thing that fixes them
After 40+ deployments, the pattern is clear. The problem is almost never the model.
Read article →
April 8, 2026
Measuring ROI on AI: a framework for ops and finance teams
A simple three-part model we use with every client before kicking off a pilot.
Read article →
March 17, 2026
The people problem: why your AI governance needs a human layer
Technical safeguards aren't enough. Here's how we think about human oversight in production AI.
Read article →