Your data already knows what to fix.We make it talk.
An AI company — we build the software, the agents and the data underneath
We're an AI company. We build the agents, models and software that read your operations and act on them — shipped as real products, not slide decks.
Start with a free data audit. 30 minutes, no slides — we name the 3 highest-leverage fixes, whether you hire us or not.
What we've shipped
Our AI stack
What we build
AI-powered software and data systems, built end-to-end and shipped into production
Ideal for:
Ideal for:
Ideal for:
Ideal for:
Don't see what you're looking for?
Let's discuss your specific projectWe build AI that reads your data and tells you what to do.
Not another dashboard to stare at. Our systems run AI agents on top of your operations — catching the margin leak, the duplicate invoice, the silent stockout — and explaining it in plain language, ranked by what it costs you.
- Private AI — your data never trains anyone else's model
- Agents that act, not charts you have to interpret
- Built into software we ship, not slideware
Margin agent
Ribeye margin dropped 6.8 pts vs. last month — supplier price up, menu price unchanged.
Inventory agent
Dairy spend up 18% since May 3rd with flat covers. Likely over-ordering or waste.
Reconciliation agent
All 1,204 invoices matched to ledger this week. 3 duplicates caught before payment.
About Us
An AI company that builds software around its models — and runs it in production
Our Mission
Put real AI to work inside businesses — software that reads the data, makes the call and ships to production, not another report.
Our Values
Private AI by default, honest about what models can and can't do, and long-term partnerships over one-off projects.
Our Approach
We're a small senior team that builds and runs its own AI products — so we build yours the same way, hands-on and end-to-end.
We don't just advise — we ship.
MUR Solutions is the studio behind two AI products running in production. The same team builds for you.
AI products in production
AI infrastructure — your data stays yours
From kickoff to live
Unified financial and operational management across yachts, jets, properties and vehicles — with private AI infrastructure so data never leaves the client's control.
Built for
Family offices & high-net-worth operators
- Private AI for invoice & expense extraction
- Operational in 48 hours
- Crew, payroll, approvals & predictive maintenance
Six AI agents watch margins, inventory, reputation, menu, revenue and recipe drift for restaurant groups — surfacing problems in plain language before they cost a quarter.
Built for
European restaurant groups
- 6 monitoring agents, alerts ranked by financial impact
- 1-week setup, no POS replacement
- GDPR-native by design
Before MUR
Our team has delivered data & AI projects inside some of the world's largest operators — across global e-commerce, electronics retail and crypto-finance. Client names stay confidential; the experience comes with us.
Client work
Selected projects from our team's track record — names kept confidential, results real
Global e-commerce marketplace
Challenge: Invoice, receipt and transaction duplicates and missing entries across the accounting system were causing silent revenue leakage.
Solution: AI-driven reconciliation over the full order lifecycle — automatically flagging duplicates and gaps before they hit the ledger.
Technologies Used:
Measurable Impact
How we work
The same path we use to ship our own AI products — prototype on real data first, build only what works
Find the highest-leverage problem
We map your data and operations, then pick the one place where AI pays for itself fastest. No boil-the-ocean roadmaps.
Key Deliverables:
- Data & ops review
- Use-case shortlist
- Clear success metric
Working AI, not slides
We build a private AI prototype against your real data — so you see it work on your problem before committing to a full build.
Key Deliverables:
- Private AI prototype
- Accuracy & cost check
- Go / no-go decision
Ship it into production
We turn the prototype into real software — agents, pipelines and UI — integrated with your systems and running in production.
Key Deliverables:
- Production AI system
- Integrations & pipelines
- Monitoring & guardrails
Improve while it runs
We keep the system honest — tracking accuracy, cost and drift — and improve the models as your data and business change.
Key Deliverables:
- Ongoing tuning
- Drift & quality monitoring
- Senior support
It starts with a free data audit — no commitment, no slides
Frequently Asked Questions
Everything you need to know about working with us, organized by topic
Working with us
We prototype on your real data first. The goal is a working AI prototype you can judge early — not a months-long roadmap before anything runs. Once it proves out, we move into a full production build.
We're an AI company, but the AI is only useful wrapped in real software — pipelines, integrations, UI, monitoring. We build the whole thing end-to-end and ship it to production, the same way we run our own products.
Then we'll tell you. The prototype step exists to kill bad ideas cheaply. If a simpler system beats a model, we build that instead — we'd rather keep the relationship than oversell a model.
Technical & Integration
Yes. We integrate with your existing databases, cloud platforms (AWS, Azure, GCP), POS and third-party APIs. We add AI on top of what you already run — no rip-and-replace required.
AI agents and LLMs (including private, self-hosted models), retrieval and orchestration, plus Python, SQL, BigQuery, AWS and Airflow underneath. We pick the model and architecture per use case — accuracy and cost, not hype.
Privacy & AI safety
No. We default to private AI infrastructure — your data stays under your control and is never used to train third-party models. Where it fits, we run models you own. We act as a data processor under GDPR, with a DPA in place.
We instrument accuracy, cost and drift, add guardrails around model outputs, and keep humans in the loop where the stakes are high. As your data and business change, we re-tune the models rather than letting them quietly degrade.
Support & handover
We keep the system running and improving — monitoring quality, tuning models, and giving you a direct line to the senior engineers who built it. No tier-1 ticket queue.
Yes. Every build ships with documentation and knowledge transfer so your team can operate and extend it. You own the deliverables; we stay as deep as you want us to.
Schedule a free consultation to discuss your specific needs
Contact Us
Ready to put AI to work in your operations? Tell us the problem — we'll tell you if it's a fit.
Get in Touch
Book a Discovery Call
Schedule a 30-minute consultation to discuss your data challenges and explore tailored solutions.