How We Built Handl Billing in 90 Days
Challenge
Every digital agency has the same billing headache — proposals go out, scope creep happens, invoices go out late or wrong, and the founder chases payments instead of building the business. Four tools doing the job one should do, none talking to each other.
We ran a digital agency for a decade, so we weren't guessing — we were scratching our own itch.
Solution
Handl is an AI-native financial-ops platform for agencies and freelancers — proposals, scoping, billing, and client comms, with AI on the parts that eat your time. The hard constraint: ship something real in 90 days.
We built the proposal and project-intelligence layer first — get the input right, with clear scope tracked against delivery — then connected invoicing and payment tracking to that project data so invoices reflect reality. AI flags scope risk and surfaces the delta between what was scoped and what's delivered.
Results
Handl is live at handl.works and in active development. The most-used feature wasn't auto-invoicing — it was the scope alert ("this project is trending over budget").
The lesson: agencies don't want automation, they want confidence. 90 days was enough to prove the core insight.
Insights
Learn From How We Build
We document what we learn as we design, launch, and grow products. Explore insights on AI in software development, lean product design, and GTM strategies.
Let’s Work Together
Dazlab is a Product Studio
Our products come first. Consulting comes second. Whichever path you take, you’ll see how a small team can deliver outsized results.



