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We design the systems that make your operation scale.

From enterprise transformation programs to independent business operations, we design, build, and run the systems that make your business work better.

15+ yrs experienceMBA-led teamFree readiness review
The Thesis

Every business, from a single-location restaurant to a multi-billion-dollar product portfolio, bleeds time and money from operations that were never designed to scale.

Manual Process Overhead

Repetitive tasks like data entry, reconciliation, reporting, and scheduling consume hours that compound into weeks every quarter. The work gets done, but it never gets faster. Operational drag accumulates silently until it becomes the ceiling on growth.

We identify and eliminate these cycles through process redesign and targeted automation.

Technology Underutilization

Most businesses own more capability than they use. Tools sit disconnected. Data lives in silos. Dashboards go unread. The gap between what the technology can do and what it actually does widens every month, and so does the cost of that gap.

We connect, configure, and activate the infrastructure that already exists before recommending anything new.

Organizational Misalignment

Teams optimize locally. Departments build their own workflows, their own reports, their own definitions of success. Without a shared operating model, every handoff introduces friction, every escalation costs time, and every decision relies on incomplete information.

We build the connective tissue: shared KPIs, unified processes, and clear accountability that turns independent teams into a coordinated operation.

Services

Three ways to engage.
One operating philosophy.

Every engagement starts with understanding your operation. The service line follows from that, not the other way around.

Operating model design & AI enablement

Enterprise Consulting

Operating model design, product operations, business transformation, and AI enablement for teams that need to move faster without breaking what works.

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Hands-on operational improvement

Small Business Consulting

Hands-on operational improvement for independent businesses. The team understands the industry because they have worked inside it.

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Custom workflows built on your data

AI Implementation

Custom AI workflows, intelligent automation, and the Ownops.ai platform. Built on your data, running on your terms.

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Projects We Have Delivered

Proof of work, not promises.

Every engagement below represents real operational transformation delivered for real organizations. No company names, because the work speaks for itself.

TechnologyBillions in revenue

Rebuilt the operating model for a global interconnection product portfolio spanning multiple product lines and billions in revenue.

The existing product operations structure had outgrown its original design. We established new governance frameworks, introduced structured OKR and KPI tracking cadences, and aligned cross-functional teams across product management, engineering, sales enablement, and go-to-market. The result was a repeatable operating rhythm that accelerated new product introductions and gave leadership real-time visibility into portfolio health.

Retail91%+ sell-through

Designed a data-driven pricing intelligence system that transformed markdown strategy for a national retail brand.

Legacy pricing decisions relied on spreadsheets and tribal knowledge. We built an analytics-driven pricing and allocation framework using SQL, demand forecasting, and sell-through modeling. The system replaced guesswork with structured decision-making, driving category sell-through rates above 91% and giving merchandising teams the confidence to act on data instead of instinct.

Supply Chain & Logistics33% faster delivery

Standardized enterprise software delivery for global supply chain clients, compressing implementation timelines by a third.

Each client engagement was starting from scratch with no shared playbook. We created a repeatable implementation methodology that standardized discovery, configuration, integration, and go-live across multiple enterprise engagements. The playbook reduced average delivery from nine months to six, improved client satisfaction scores, and enabled the team to scale without proportionally scaling headcount.

AI EnablementFull AI autonomy

Led an enterprise AI adoption program that moved a product operations team from manual workflows to AI-augmented decision making.

AI adoption in enterprise environments fails when it skips change management. We designed a phased enablement strategy that started with team education, moved into tool evaluation and pilot programs, and culminated in production AI workflows embedded into daily operations. The program covered everything from prompt engineering training to integration architecture, ensuring the team could maintain and evolve their AI systems independently.

How We Work

From first conversation
to live systems — in weeks, not quarters.

Assess

A free 30-minute AI Readiness Review. We map your operations, identify where money is leaking, score your readiness across four dimensions, and deliver a written report with your top three opportunities ranked by financial impact. No charge. No obligation. If we’re not the right fit, we will tell you exactly that and why.

Design

We scope the engagement around your highest-value problems — not a package built for someone else’s business. You get a clear written proposal: what we’ll build, what it addresses, what the expected outcome is, and when you break even. No configuration assumptions until we fully understand how your operation actually runs.

Deploy & Own

We configure, train, and go live. You can use it unassisted on day one. For AI engagements, we maintain and evolve your workflows monthly. Your operations get sharper the longer the system runs — and you focus on building the business, not managing the tools.

Business professional reviewing operational data on laptop — the kind of outcome-focused session we run with every client
Week 4: Live & Running Unassisted
Who We Are

Real people solving real problems.

We are a team of operators and technologists who have spent careers inside the kinds of problems we now solve for clients. Enterprise product operations, small business management, AI systems, and software development. Not as advisors looking in, but as people who have run the work.

We want to understand what you are trying to do and help deliver scalable, repeatable, AI-driven processes. The world is moving in the AI direction, and the businesses that adapt their operations now will be the ones that thrive.

If consulting is the right answer, we consult. If technology is the right answer, we build it. If training is the right answer, we teach it. We care about the outcome, not which service line it maps to.

Adnan Khan

Founder & Principal

12+ years across enterprise product operations, management consulting, and technology
Designed operating models for product portfolios serving thousands of customers
Built and deployed AI systems, pricing tools, and workflows running in production
Ran operations for a local food business — we know what it is like when the only employee is you
Certified in AI systems, Agile delivery, with formal training in operations and supply chain
Start Here

Every engagement starts
the same way: a conversation

30 minutes. No cost. We will listen to what you are trying to accomplish, map the operational landscape, and give you an honest recommendation — even if that recommendation is that you do not need us.

Book a Free Consultation
Free 30-min review
No obligation
Written report delivered
Or reach out directly: contact@ownops.ai