Data analytics consulting
We help small businesses and nonprofits find the one constraint holding back their results — then build the analytics, automation and reporting to fix it. No platform migration, no year-long roadmap.
Services
Every engagement starts small and proves itself before it grows. Pick the entry point that matches where you are.
Streamline workflows and eliminate the repetitive work that quietly consumes your week — using language models and scripted automation where each one actually fits.
A practical plan for becoming data-driven, sized to the organization you actually have.
Focused projects that deliver a quick, measurable win using machine learning and AI where they genuinely help.
Executive-level data leadership without the executive-level commitment.
Our process
Two ideas drive every engagement: know which stage you're at, and fix the constraint that's actually binding.
Limited data collection, manual processes.
Driving without a map — relying on instinct, taking wrong turns, meeting roadblocks you could have seen coming.
Collecting data, but not acting on it.
A paper map in the glovebox. The information exists, but it isn't shaping the route.
Data supports the bigger decisions.
GPS for important trips, intuition for everything else — so the day-to-day opportunities still get missed.
Data is part of every decision.
Live navigation — the system adapts to conditions, suggests better routes, and learns from every journey.
A system is limited by its weakest link. Strengthening any other link changes nothing. So we find the binding constraint first, and spend your budget there.
It's why our engagements tend to be smaller than clients expect, and why they pay back faster.
In practice
For a retail client, the constraint turned out to be inventory management — not the IT infrastructure they were preparing to replace. We built one targeted analytics solution for inventory optimization instead.
Tools & technology
Starting with the tools you own, and introducing new ones only when they earn their place.
Turning raw, scattered data into something analytics-ready.
Dashboards people actually open on a Monday morning.
Predictive models and language models, applied where they pay.
Removing the manual steps between a question and its answer.
Somewhere secure and scalable for it all to run.
Knowing what you hold, where it lives, and who can reach it.
No one-size-fits-all. Solutions match your needs and technical maturity, starting with what you already run.
Architecture that scales with the business and survives the next change in the technology landscape.
Integrating with your existing systems so you end up with one source of truth rather than another silo.
Client story
We had a manual process for assigning costs to projects. JDS wrote a VBA routine that automated it, saving me at least five hours a week.
Once the process matured, JDS helped me create a dashboard to track spending by project and forecast revenue and expenses. With that in place, they began automating our “best offer” estimate using a proprietary formula and calculator.
Now they're helping me streamline project management. I can't wait to see what value they unlock next.
About
Joy Data Solutions is a small consultancy for small businesses and nonprofits — cost estimation, financial modeling, automation and digital transformation, with a low-risk way in.
Most clients don't know which problem to hand us first. That's a normal place to begin, and the first call usually settles it.
Over fifteen years as a financial data analyst and cost estimator, evaluating the financial health of major contractors and federal programs, and presenting to senior government leadership.
Example projects
Four shapes of project we're regularly asked for. Yours will probably resemble one of them.
Compare performance across channels to find what's actually working, and move the budget accordingly.
A language-model assistant that keeps clients updated on investments, milestones and account status without anyone writing the email.
Work out where the next dollar should go, comparing the alternatives on their effect on organizational value.
Give your team the confidence to read, question and use the numbers they already have.
Knowledge Hub
Notes on analytics, automation and applied AI — written for people running a business, not for other consultants.
My journey from a Python data analyst to web developer overnight - with a little help from my AI friends.
AnalyticsDiscover how modern businesses are leveraging data analytics to make smarter, faster decisions and gain competitive advantages.
Data ManagementLearn how to implement robust data governance frameworks that ensure data quality, security, and compliance.
No form required
Thirty minutes, no charge. You'll leave with a straight answer about whether this is worth doing — even if the answer is no.
Prefer email? Send us a note instead.
Contact
Tell us what's not working. If we're not the right fit we'll say so, and point you at whoever is.
Would rather just pick a time? Book directly.