What does Neovara do?

Neovara is an AI & data partner for F&B, hospitality and other ambitious SMEs. We build and run AI agents that do the work — Agentic as a Service — on top of a clean, structured data foundation you can actually trust. Where it's useful, we run the back-office too.

What is GaaS, or Agentic as a Service?

GaaS stands for Agentic as a Service. With software — SaaS — you buy a tool and your team does the work inside it. With GaaS you get working AI agents that do the job itself: researching, processing, reporting, updating your systems. They're built around how your business already runs, and we manage them. You're buying the outcome, not the licence.

Do you specialise in F&B and hospitality?

Yes. F&B and hospitality is our home turf: we built and proved the model with fine-wine merchant Cru Wine — back-office costs down 65% and a record profit year. We also work with SMEs beyond F&B.

How do we start, and how do you price?

Start with a free 20-minute discovery call. We'll get to know your business, your systems, and where the friction actually is. From there we come back with a clear view of where agents and clean data will help you most, what it takes to get there, and what it costs — scoped to your business, not to a package. No long-term lock-in.

Do we need to replace our existing systems?

Usually not. Most of the value comes from connecting and cleaning what you already have, then putting agents on top. If something genuinely does need replacing we'll tell you — but that's rarely the first move, and it's never the starting point.

Where is your team based?

We deliver from four hubs: the UK, Philippines, India and Dubai.

What is the difference between AI enablement, data architecture and back-office support?

AI enablement gets your team using AI effectively; data cleaning and architecture builds a single source of truth you can trust; back-office support is our team running finance, IT, customer service, marketing and admin for you.

Do you only work with F&B and hospitality?

No — F&B and hospitality is where we go deepest, but we help any SME growing fast on messy data and manual back-office.

The UAE E-Invoicing Mandate Won’t Reject Your Invoices for Tax Reasons — It’ll Reject Them for Data Reasons

Your restaurant group faces the UAE e-invoicing mandate on 1 January 2027 (if turnover is AED 50m or more) or 1 July 2027 (if it’s under). The rule everyone’s talking about is the format: PINT AE, UBL 2.1 XML, routed through an Accredited Service Provider. The rule that will actually cost you money is quieter: a validation failure isn’t a warning, it’s a rejected invoice — no payment, no input-VAT recovery, no exceptions. A 2026 survey of 500+ UAE finance found that only 14.1% of businesses could generate an invoice today that would actually pass validation and go through.

Why Hospitality Fails First

Hospitality and Retail rank among the least-ready of 11 sectors surveyed. The reason is structural, not technical: a single group runs a PMS, several POS terminals per outlet, 3–4 delivery aggregators, and one finance ERP, stitched together by exports and manual reconciliation. Under the old regime, a mismatch surfaced at month-end and got fixed quietly. Under e-invoicing, validation happens at the point of issuance. One misconfigured outlet propagates the same error across every invoice it issues, every day, until someone catches it. 38.0% of ERPs surveyed have no native capability to produce PINT AE XML at all. 60.5% haven’t even run a gap analysis.

The Failure Modes That Actually Block Invoices

Advisers converge on the same list: missing or invalid buyer TRNs (the single most common rejection cause), duplicate customer records, Trade License details that don’t match the invoice, non-standardized item and unit codes, and credit notes not linked to the original invoice. None of these are tax problems. They’re master-data problems — the kind that accumulate over years of manual entry across multiple POS systems with no single source of truth. Fixing them isn’t optional prep work; it’s the entire project. Master-data readiness is described by advisers as one of the least discussed aspects of e-invoicing, yet often the longest workstream — sometimes 4–12 weeks depending on how many entities are involved.

STAY AHEAD OF THE DEADLINE

Only 14.1% of UAE businesses can pass validation today — most of the other 85.9% don’t know which failure mode is theirs. Subscribe to the Neovara newsletter or grab our free E-Invoicing Data Readiness Checklist, a 5-step audit built for multi-outlet F&B operators.

What “Ready” Actually Looks Like

Neovara helps F&B and hospitality operators clean up the master data — TRNs, vendor records, POS codes — that determines whether an e-invoice gets accepted or bounced. Readiness isn’t a software purchase; it’s a data state. That means every buyer TRN cross-checked against the FTA portal, one invoice-numbering sequence across all outlets instead of per-branch silos, and POS receipts that reconcile to bank deposits before a single test invoice goes through your Accredited Service Provider. The voluntary pilot opened 1 July 2026 with no penalties attached — the only real cost of testing now is the time it takes, and the only cost of testing late is a rejection rate you discover in January 2027, with the penalty clock already running.

Not sure if you’re in the 14.1% or the 85.9%? Book a 20-minute discovery call with Neovara. We’ll map your data readiness gap against the 2027 deadline that actually applies to you.
Book a Discovery Call →

FREQUENTLY ASKED QUESTIONS

What happens if my restaurant’s invoices get rejected under the UAE e-invoicing mandate?

A rejected invoice isn’t a valid tax invoice. Payment gets delayed, the buyer can’t recover input VAT, and disputes follow. Under Cabinet Decision No. 106 of 2025, late or missing e-invoices also carry a penalty of AED 100 each, capped at AED 5,000 per month.

Does the UAE e-invoicing mandate apply to a single dine-in restaurant?

Not yet. B2C transactions — ordinary dine-in receipts — are excluded from the mandate for now. It applies to B2B and B2G invoices: corporate billing, catering contracts, banquet invoices, and supplier transactions.

Neovara is an AI & data consultancy for ambitious SMEs — proven in-house on a real turnaround, now serving F&B and hospitality operators across the UAE. neovara.io