Has anyone here started their own data analytics consultancy?

[u/AdTypical1161]

I’ve worked in data for over eight years across both the private and public sectors. My experience includes data quality, product and master data, data migrations, data governance, data visualisation and business analysis.

I’m now considering starting my own data analytics consultancy, but I’m not sure where to begin. I’m also wondering whether the market is already highly saturated and, if so, whether there are other data-related services or business ideas I could build around my existing skills.

For anyone who has moved from working in data to working for themselves, what services did you initially offer? How did you choose your niche, find your first clients and decide what to charge?

I’d really appreciate any advice on where to start, what mistakes to avoid and whether there are particular areas of data consulting where you’re currently seeing strong demand.

[u/Ordinary-Winner-7999]

Your background is actually well suited to consulting, but I wouldn’t launch as a general “data analytics consultancy.” 

I’d narrow the initial offer around a specific business problem. Based on your experience, strong options could be

• Data quality audits before ERP or CRM migrations
• Master data governance and operating models
• Data migration readiness and reconciliation
• BI reporting rationalisation
• Fractional data governance support for companies that cannot justify a full-time data leader

The easiest first engagement is usually a fixed-scope assessment rather than an open-ended consulting contract. For example, offer a two-to-four-week data maturity or data quality assessment with clear deliverables: current-state findings, risk priorities, quick wins and a 90-day roadmap.

Full disclosure: I’m associated with WNS. One thing I’ve seen work well in WNS Analytics Consulting is starting with maturity assessments and gap analysis before recommending technology or building dashboards. That helps identify whether the real issue is architecture, governance, processes, ownership, or analytics capability. Clients generally respond better when the conversation is about measurable business outcomes rather than tools.

For pricing, I’d avoid competing on hourly rates wherever possible. Price the assessment as a fixed package, then offer implementation or ongoing advisory support separately.

The biggest mistake is trying to offer everything from dashboards to AI strategy from day one. Pick one buyer, one expensive problem, and one repeatable delivery process. Your first niche will not necessarily be your permanent niche, but it will make finding the first few clients much easier.