# Burraq Quantum

> Burraq Quantum is an AI consultancy that makes AI work in growing businesses. It was founded in 2026 by Habib Mehmoodi and works with B2B firms, IT and AI services firms, SaaS, fintech and Web3 businesses (including tokenized real-world assets), mainly across the Middle East and North Africa (MENA) and India. Its AI practice takes AI from the first use case to daily use: AI strategy and governance, AI agents and automation, forward-deployed engineers (FDEs) who work inside a client's team or its customer's, sourced through a vetted global partner network and led by the firm, and AI training for teams. Its growth practice is a consultancy: growth strategy, market entry, the revenue engine (with interim growth leadership) and commercial due diligence for investors and founders, with paid ads and SEO, AEO and GEO run for clients. Most clients start with the AI and Growth Diagnostic, a review of about three weeks. The firm is selective about the clients it takes on. It also builds Rumin, its own AI that runs paid ads on Google, Microsoft, LinkedIn and Meta, asks for approval before every change and checks what each change earned.

Key facts:
- Founder: Habib Mehmoodi (https://habibmehmoodi.pro)
- Regions served: Middle East and North Africa, United Arab Emirates, Saudi Arabia, Qatar, Bahrain, Kuwait, Oman, Egypt, Jordan, Morocco, India, United Kingdom, European Union, United States, Southeast Asia
- Contact: support@burraquantum.com

## Services
- [AI and Growth Diagnostic](https://burraquantum.com/services/ai-growth-diagnostic): Find out where AI will pay off in your business, and what is holding growth back. In about three weeks you get a written report and a scoped first phase.
- [AI strategy and governance](https://burraquantum.com/services/ai-strategy-governance): Decide where AI will pay off across your business, build the case for each use, and set the rules that keep it safe. Your teams move faster because they know what is allowed.
- [AI agents and automation](https://burraquantum.com/services/agentic-ai-systems): AI agents that do real work for any team, from support and operations to finance, engineering and sales. Built with your people, taken from pilot to daily use, and measured on what they save.
- [Forward-deployed engineers](https://burraquantum.com/services/forward-deployed-engineers): An AI engineer inside your team, or your customer's, until the AI is in daily use. We scope the role, find and vet the engineer, and lead the work.
- [AI training for teams](https://burraquantum.com/services/ai-adoption-enablement): Get every team using AI in their daily work, from leadership and operations to finance, HR, engineering and sales. Hands-on training on your own work, clear rules on what is allowed, and reports on what changed.
- [Growth strategy](https://burraquantum.com/services/growth-strategy): Decide where to play, how to win and what to charge, with the evidence behind each call. Then we stay until it shows in your win rate and deal size.
- [Market entry](https://burraquantum.com/services/market-entry): Choose your next market on evidence, then enter it: the route in, the rules, the partners and the first customers. The UAE and Saudi Arabia as separate plays, and the route between India and the Gulf in both directions.
- [Revenue engine](https://burraquantum.com/services/revenue-engine): Make sales and marketing produce pipeline you can predict: one definition of a qualified lead, a sales process that wins, and marketing money moved to what earns.
- [Commercial due diligence](https://burraquantum.com/services/commercial-due-diligence): Know whether the growth story stands up before money moves. For investors before a deal, and for founders before they raise.
- [Performance marketing](https://burraquantum.com/services/performance-marketing): B2B paid ads on Google, Microsoft, LinkedIn and Meta, run by our team on Rumin, our own AI. Every change has a reason, is approved before it runs, and is checked against what it earned.
- [SEO, AEO and GEO](https://burraquantum.com/services/seo-aeo-geo): Rank where your buyers search, and get named when they ask ChatGPT, Gemini, Perplexity, Claude or Google's AI Mode. One program, measured honestly.

## Products
- [Rumin](https://burraquantum.com/rumin): Rumin runs your advertising on Google, Microsoft, LinkedIn and Meta the way a careful expert would. Most ad accounts quietly waste money. Every day, Rumin finds that waste and brings you each fix with the numbers behind it. Once you approve, it makes the change and keeps running your campaigns intelligently. Later, it shows whether each change paid off.

## Work
- [Launching an enterprise AI platform against the giants](https://burraquantum.com/work/enterprise-ai-platform-launch): $2.4M booked ARR and a $10.5M qualified pipeline in 15 months with a team of four, up against Amazon Q, Copilot, Vertex and the big consulting firms.
- [IRIS Carbon: entering three regions](https://burraquantum.com/work/iris-carbon-three-regions): Launched in the EU with GDPR compliance from day one, expanded into the Middle East and Africa, and grew South Africa market share 130% in two years.
- [Clari5: a faster pipeline into banks](https://burraquantum.com/work/clari5-pipeline-banks): Lead-to-opportunity conversion up 50% and the sales cycle 25% shorter, for fraud and anti-money-laundering software sold to banks.
- [TOYOW: launching tokenized real-world assets](https://burraquantum.com/work/toyow-national-launch): 250,000 users in the first three months and a $1.5M-a-year advertising-for-equity deal with the Hindustan Times Group.
- [AI agents against waste at a US health insurer](https://burraquantum.com/work/ai-agents-health-insurer-waste): The first review found $3.2M a year in waste that the insurer's existing tool had rated fully compliant.

## Insights
- [Nobody is hiring juniors. So who becomes senior in 2035?](https://burraquantum.com/insights/nobody-is-hiring-juniors-so-who-becomes-senior-in-2035): If firms stop hiring juniors, they also stop creating future seniors/experts. AI can cut today’s training ground just when companies need more judgment, not less.
- [The AI bubble is in the financing, and the technology underneath will outlive it](https://burraquantum.com/insights/the-ai-bubble-is-in-the-financing-and-the-technology-underneath-will-outlive-it): “Is AI a bubble?” is too broad. Usage is real, but parts of the financing layer around AI infrastructure look fragile.
- [Surviving Production: Agentic RAG and Edge Inference Costs](https://burraquantum.com/insights/surviving-production-agentic-rag-and-edge-inference-costs): Production agentic RAG needs planned retrieval, gateway-level cost control and strict action boundaries. Without those controls, multi-hop reasoning becomes expensive, hard to audit and unsafe inside live systems.
- [Why Deploying Engineering for Churn Recovery Destroys Value](https://burraquantum.com/insights/why-deploying-engineering-for-churn-recovery-destroys-value): A dedicated FDE is justified only when account ACV, gross margin, and realistic expansion probability can cover the fully loaded engineering cost. If the account is only a churn rescue, the math usually breaks.
- [From AI Wrappers to Self Healing Agentic Demand Systems](https://burraquantum.com/insights/from-ai-wrappers-to-self-healing-agentic-demand-systems): B2B teams move beyond AI wrappers by building governed agentic loops that capture demand signals, verify them, trigger workflows, and learn from revenue feedback. The work needs engineering, marketing, sales, and data operating as one pod.
- [Why most agentic AI systems fail to reach production](https://burraquantum.com/insights/why-most-agentic-ai-systems-fail-to-reach-production): Agentic AI reaches production when it is tied to a narrow workflow, approved tools, reliable context, human controls, and governance from day one.

## By sector and city
- [AI agents for fintech companies in Mumbai](https://burraquantum.com/services/agentic-ai-systems/fintech-mumbai): We build AI agents that take on repetitive work in fintech teams in Mumbai, from support and document checks to lead follow-up. People approve what matters, and the savings are measured.
- [AI and Growth Diagnostic for fintech companies in Dubai](https://burraquantum.com/services/ai-growth-diagnostic/fintech-dubai): We help Dubai fintech companies find where AI can pay off, where growth is stuck, and what first phase is worth taking to leadership.
- [AI strategy and governance for fintech companies in Bengaluru](https://burraquantum.com/services/ai-strategy-governance/fintech-bengaluru): We help fintech companies in Bengaluru choose the AI uses worth funding, then set the rules your compliance lead and partner bank can check before anything reaches customers.
- [AI strategy and governance for fintech companies in Riyadh](https://burraquantum.com/services/ai-strategy-governance/fintech-riyadh): We help fintech companies in Riyadh choose which AI uses are worth funding. The rules we write then show your compliance lead and your partner bank how that AI is controlled.
- [AI strategy and governance for Web3 companies in Dubai](https://burraquantum.com/services/ai-strategy-governance/web3-dubai): We help Web3 companies in Dubai decide where AI will pay off, build the case for each use, and set rules that hold up with regulators, partners and customers.
- [Commercial due diligence for fintech companies in Riyadh](https://burraquantum.com/services/commercial-due-diligence/fintech-riyadh): We test whether a Riyadh fintech's growth story holds up before money moves. That covers funded accounts, payment volume and the pipeline with banks and large groups, for investors and for founders who are raising.
- [Forward-deployed engineers for fintech companies in Riyadh](https://burraquantum.com/services/forward-deployed-engineers/fintech-riyadh): We place an AI engineer inside your team, or your bank or enterprise customer's, in Riyadh. The engineer stays until the AI is in daily use, through security reviews, data access and approval rounds.
- [Growth strategy for fintech companies in Mumbai](https://burraquantum.com/services/growth-strategy/fintech-mumbai): We help fintech companies in Mumbai decide which banks, merchants or users to win first, how to stand apart from larger players and what to charge. Then we stay until it shows in win rate and deal size.
- [Market entry for IT services companies in Dubai](https://burraquantum.com/services/market-entry/it-services-dubai): We help IT services firms choose where to sell first, pick the right route into Dubai and the wider Gulf, and win their first customers there before money goes into an entity nobody has tested.
- [Market entry for SaaS companies in Mumbai](https://burraquantum.com/services/market-entry/saas-mumbai): We help Mumbai SaaS companies choose between the UAE and Saudi Arabia on evidence, then enter with the right route, partners and first customers. We also work in the other direction, for Gulf vendors looking at India.
- [Market entry for SaaS companies in Riyadh](https://burraquantum.com/services/market-entry/saas-riyadh): We help SaaS companies decide whether Riyadh is the right next market, then enter it: the route in, the rules, the partners and the first customers among government, semi-government and large private buyers.
- [Revenue engine for Web3 and crypto companies in Dubai](https://burraquantum.com/services/revenue-engine/web3-dubai): We help Web3 companies in Dubai turn wallet connects and partner intros into pipeline you can predict, with one agreed definition of a qualified lead and marketing spend that follows results.

## Answers
- [How do I find engineers for an AI rollout?](https://burraquantum.com/answers/how-do-i-find-engineers-for-an-ai-rollout): Find engineers for an AI rollout by defining the one workflow the AI must change, then hiring someone who has already put similar AI into daily use elsewhere. Weigh integration skill above research depth, because most rollouts stall on connecting the AI to your own systems and data, and a strong model builder may never have done that part.
- [When is the best time to hire a consultant for strategy?](https://burraquantum.com/answers/when-is-the-best-time-to-hire-a-consultant-for-strategy): The best time to hire a strategy consultant is shortly before a decision that is hard to undo, such as entering a new market or changing what you charge. It only pays off if someone inside the company owns that decision and has the time to carry it out.
- [How do you measure AI adoption and its impact?](https://burraquantum.com/answers/how-do-you-measure-ai-adoption-and-its-impact): You measure AI adoption in two layers. Usage is how many people use AI in real work and how often. Impact is what changed in time, cost or quality for specific tasks. The catch is the baseline. Impact can only be shown against how the work ran before AI, so record that first.
- [How do you train employees to use AI at work?](https://burraquantum.com/answers/how-do-you-train-employees-to-use-ai-at-work): Train employees to use AI by practicing on their own daily tasks, with clear rules on what is allowed and a named person to ask. Generic courses rarely change behavior. The training sticks when people practice on real work, and when managers expect them to use it.
- [What is a forward-deployed engineer?](https://burraquantum.com/answers/what-is-a-forward-deployed-engineer): A forward-deployed engineer is a software engineer who works inside a customer's team, close to the real work, until a product or AI system is running and used every day. The role is half engineering and half working with people. It pays off only when the account is large enough to carry the cost of a dedicated engineer.
- [What does an AI readiness assessment cover?](https://burraquantum.com/answers/what-does-an-ai-readiness-assessment-cover): An AI readiness assessment checks whether your company can put AI to work and keep it working. It looks at your data, your systems, your people, your rules for safe use and the tasks AI could take on. A useful one ends with a ranked list of what to do first, each item tied to a result you track.
- [How is an AI agent different from a chatbot?](https://burraquantum.com/answers/how-is-an-ai-agent-different-from-a-chatbot): A chatbot answers in a conversation. An AI agent carries out a task, using your systems and tools to take steps on its own. The difference that matters most is control. Because an agent can change things, it needs a narrow job and a person's approval before it takes steps that are hard to undo.
- [What should a company’s first AI policy cover?](https://burraquantum.com/answers/what-should-a-companys-first-ai-policy-cover): A first AI policy should say which tools staff may use, what data may go into them, who checks the output and who decides on new uses. Keep it short enough that people read it. The data rule matters most, because pasting sensitive material into a public tool is the easiest mistake to make.
- [What is answer engine optimization?](https://burraquantum.com/answers/what-is-answer-engine-optimization): Answer engine optimization (AEO) is shaping your content so AI assistants and search engines quote it when they answer a question directly. The aim is to be named inside the answer itself. It builds on SEO, and nobody can control or promise what an assistant will say.
- [What is commercial due diligence?](https://burraquantum.com/answers/what-is-commercial-due-diligence): Commercial due diligence is an independent test of whether a company's growth story is true, using evidence from its market, its customers and its sales pipeline. Investors run it before they commit money. Founders run it before a raise, to find the weak spots first. It looks outward at demand, where financial diligence looks at the books.
- [What does a revenue engine consultant do?](https://burraquantum.com/answers/what-does-a-revenue-engine-consultant-do): A revenue engine consultant makes sales and marketing work as one system that produces pipeline you can predict. That usually means agreeing what a qualified lead is and moving marketing money to the channels that bring in deals. Which fix comes first depends on where your pipeline leaks.

## Pages
- [Insights](https://burraquantum.com/insights): Practical notes on getting AI into daily use: AI agents, governance, team training, growth strategy and market entry, from the team at Burraq Quantum.
- [Privacy Policy](https://burraquantum.com/privacy): How Burraq Quantum collects, uses and protects personal data on burraquantum.com, the cookies it uses, and how to exercise your rights.
- [Terms of Use](https://burraquantum.com/terms): The terms for using the Burraq Quantum website: what the site is and is not, using its content, and how disputes are resolved.
- [Services](https://burraquantum.com/services): AI strategy, agents, engineers and training, plus growth strategy, market entry, revenue engine and due diligence. Most clients start with a diagnostic.
- [Work](https://burraquantum.com/work): An enterprise AI launch, $3.2M a year in waste found at a US health insurer, a faster sales cycle into banks and a 250,000-user launch. The results, in numbers.
- [Products](https://burraquantum.com/products): Rumin runs your ads on Google, Microsoft, LinkedIn and Meta. It finds wasted spend, asks before every change and checks what each change earned.
- [About](https://burraquantum.com/about): Burraq Quantum is an AI consultancy. One team takes AI from strategy to daily use and makes sure it pays off, backed by 20+ years of results in 5 regions.
- [Contact](https://burraquantum.com/contact): Tell us what you want AI to do in your business, and what has held it back so far. We read every message ourselves and reply within two working days.

## Questions
### What does Burraq Quantum do?
Burraq Quantum is an AI consultancy. We make AI work in growing B2B, IT and AI services firms, SaaS, fintech and Web3 businesses: we find where it pays off and build it into the way your team works. Our AI practice covers AI strategy and governance, AI agents, forward-deployed engineers and AI training for teams. Our growth practice covers growth strategy, market entry, the revenue engine and commercial due diligence. We also build Rumin, our own AI platform for online advertising.

### Which industries do you work with?
Mostly B2B, IT and AI services firms, SaaS, fintech and Web3, including businesses that tokenize real-world assets (RWAs). These are the sectors we know best. We know how they work and how their buyers decide, which tells us where AI will pay off first.

### Who does Burraq Quantum work with?
Owners and leadership teams of growing, mid-sized businesses, mainly across MENA and India. We’re selective about who we work with. Our first conversation is to see whether we can really move your numbers, and if we can’t, we’ll tell you.

### How does a project start?
With a 30-minute call. Usually the next step is the AI and Growth Diagnostic: a review that takes about three weeks and ends with a written report on where AI will pay off and a scoped first phase.

### Do you only advise, or do you also do the work?
Both. We give advice, and we build and run what we recommend: AI agents built with your team, engineers inside it, training for your people and growth work run by ours. You can choose advice only, hands-on help, engineers in your team, a managed service, or interim growth leadership.

### How is Burraq Quantum different from an agency or an IT firm?
Agencies run campaigns and IT firms install tools. We make AI work in your business: we find where it pays off, build it with your team and get your people using it, and we measure it against a result agreed up front. We focus on four sectors we know well, and we run our own AI product, so we test our methods on our own business first.

### What is Rumin?
Rumin is the AI marketing platform built by Burraq Quantum. It runs advertising on Google, Microsoft, LinkedIn and Meta. It suggests changes with its reasons, waits for your approval before it acts, and later checks whether each change did what it promised. You can try it free for 15 days with no card.

### What are AEO and GEO?
AEO (answer engine optimization) and GEO (generative engine optimization) help your business show up when people ask AI tools such as ChatGPT, Gemini, Perplexity or Google AI Overviews for advice. They build on SEO by adding clear answers, consistent facts about your business and proof that you know your subject.

### How do you price your work?
Every engagement is scoped first and quoted after a conversation about what you need. Work runs one phase at a time, each with a clear scope, and you can stop after any phase.

### Where does Burraq Quantum work?
We are based in Dubai and Mumbai and work mostly with businesses across the Middle East and North Africa (MENA) and India, as well as clients in the United States, Europe and Southeast Asia.