The Data Workbench
For when you're doing the data work yourself and need tools that just work.
- Full toolkit access
- Data quality, cleaning, KPI, and reporting tools
- AI prompt and workflow library
- New tools and templates as they launch
Built for small teams stuck between spreadsheets and software they can't afford. Practical tools for data quality, KPI dashboards, AI workflows, and reporting — without the cost or wait of a full software build.
Most teams aren't ready for enterprise software — but they've outgrown spreadsheets. Kithms fills that gap with practical, weekly-use tools: clean your files, validate your fields, build KPI views, and turn scattered information into reports you can actually act on.
Find repeated records before they distort your reporting and erode trust in your data.
See missing values, weak fields, and readiness gaps so you know what to fix before it reaches leadership.
Mask sensitive fields so you can share data safely without legal exposure.
Combine datasets without losing track of structure so nothing slips through the join.
Check formats, required fields, and expected values so bad data doesn't make it into your reports.
Turn raw tables into simple decision dashboards so the right numbers are always visible.
Practical prompts so you spend less time figuring out how to ask AI and more time using the answers.
Document your fields so everyone understands the dataset and onboarding stops being a guessing game.
Standardise messy files before analysis or upload so downstream tools actually work.
Create repeatable report structures so your team stops rebuilding the same thing every cycle.
Kithms Data Lab brings together ready-to-use resources, live sessions, and AI workflows for teams that need cleaner reports, clearer dashboards, and confident decisions — without building everything from scratch.
Nothing here yet — on purpose. Kithms Data Lab launches with resources built around the problems waitlist members actually submit. Add yours.
Kithms Women runs the ILO, ITC, and Microsoft-backed Women in Digital Business (WIDB) programme — a 1-week live cohort that gives women entrepreneurs the digital skills, action plan, and internationally recognised certificate to move their business online for real.
Start solo with the toolkit, or bring your team into a shared reporting and workflow system.
For when you're doing the data work yourself and need tools that just work.
For when your whole team needs to be on the same page — and someone has to own the reporting system.
Kithms is launching waitlist-first so the tools we build are shaped around the data problems teams are already trying to solve.
Kithms is building in stages so the first tools we ship are shaped by real teams, real datasets, and the reporting problems people are already trying to solve.
Tell us what you want to improve: cleaner data, faster reporting, stronger dashboards, or AI-supported workflows.
Your responses help decide which tools, templates, and training resources are built first.
Early members get invited to test the first tools and share feedback before launch.
When subscriptions open, you can choose the individual or team plan.
Kithms is co-founded by Cynthia Muyunda-Kambobe, a data systems specialist who has built reporting workflows for NGOs, designed KPI dashboards for SMEs, and trained teams across sectors to make better use of their data.