Data Systems & AI Toolkit

Clean data. Useful systems. Better decisions.

Kithms gives small teams practical tools for data quality, KPI dashboards, AI workflows, and repeatable reporting, without waiting for a full software build.

kithms.app/workbench
Completeness94%
Duplicates found128
Fields mapped36
Duplicate Detector
CSV Cleaner
KPI Builder
AI Workflow Library
report readiness

Tools for the messy middle between spreadsheets and full systems.

Start with the practical checks and workflows teams repeat every week: cleaning files, validating fields, building KPI views, and turning scattered information into reports.

Duplicate Detector

Find repeated records before they distort your reporting.

Completeness Scorecard

See missing values, weak fields, and readiness gaps.

PII Anonymizer

Mask sensitive fields before sharing data safely.

Data Merger

Combine datasets without losing track of structure.

Validity Checker

Check formats, required fields, and expected values.

KPI Dashboard Builder

Turn raw tables into simple decision dashboards.

AI Workflow Library

Use practical prompts for operations, reporting, and analysis.

Data Dictionary Generator

Document your fields so everyone understands the dataset.

CSV Cleaner

Standardise messy files before analysis or upload.

Reporting Template Builder

Create repeatable report structures from your data.

Two ways to build with Kithms.

Start solo with the toolkit, or bring your team into a more guided reporting and workflow system.

For individuals

The Data Workbench

$29 / month

For founders, analysts, consultants, and solo operators who need practical data tools without custom development.

  • Full toolkit access
  • Data quality, cleaning, KPI, and reporting tools
  • AI prompt and workflow library
  • New tools and templates as they launch
Join the waitlist
Early access

Join the Kithms waitlist.

Kithms is opening as a waitlist-first product so the first version is shaped around the data problems teams are already trying to solve.

  • Get early product updates before subscriptions launch.
  • Help prioritise toolkit modules, templates, and workflows.
  • Be considered for private preview access when testing opens.

Built for server-managed access from day one.

Kithms is being built so customer access, plan interest, and product demand live on Kithms infrastructure first. Payments can come later without turning the payment platform into the membership system.

1

Join the waitlist

Tell us which tools, workflows, and plan level would help your team most.

2

Shape the product

Waitlist responses guide which toolkit modules and templates are prioritised first.

3

Early access opens

Selected testers get a private invitation before paid subscriptions launch.

4

Membership follows

The same server-owned list can become customer accounts and plan access later.

Product tools, grounded in real data work.

Kithms is co-founded by Cynthia Muyunda-Kambobe, a data systems specialist whose work spans NGO programme data, SME digital systems, dashboards, reporting workflows, and practical training.

Meet the co-founder