
How we move from manual workflows to a culture of continuous improvement — and ultimately, market leadership in accounting automation.
We sat down with our bookkeepers to understand how they actually work — specifically around review processes and day-to-day operational tasks.
Two critical insights came out of that conversation that are shaping everything we do next.
Our managers and team members are skilled and dedicated — but most haven't had exposure to automation. They don't naturally think in terms of what could be automated.
We can't wait for fully defined automation requests to come to us. We need to listen carefully to their processes and identify the inefficiencies ourselves.
His job is not just to build — it's to observe workflows and convert operational pain points into automation projects.

As we speak with more people across the organization, we will uncover many potential automation opportunities.
Without a clear structure for evaluating them, it becomes impossible to know where to focus first.
Over the next few days, Shariq will document all opportunities. Early next week, we review and prioritize together using three lenses:
Which projects improve efficiency the most and reduce the most manual effort?
Which solutions benefit multiple managers or teams — not just one individual?
Which are the low-hanging fruit we can implement quickly to build momentum?
Managers spend significant time preparing review sheets for bookkeeping work. In many cases, preparing the sheet takes longer than the bookkeeping itself.
Automating review sheet preparation creates immediate value for multiple managers at once — exactly the kind of high-reach, high-impact project we're prioritizing.
When people see their workload decreasing because of automation, something shifts — they start identifying new opportunities themselves.
Instead of us hunting for processes to automate, the ideas begin flowing naturally from the team.
The goal within the next month is to have several automation projects live — even as interim versions. Each win builds momentum and creates a cycle of continuous improvement across the organization.
Once our internal automation tools are proven, we evaluate which ones have the potential to become market-ready products.
Confirm the tool solves a real problem at meaningful scale within our own operations.
Refine the UI/UX, harden security, and prepare for deployment beyond our walls.
Test externally with accounting firms or clients. Decide whether the same team builds or a dedicated team takes it to scale.
Automation is rapidly reshaping accounting. Firms that move early build durable advantages in efficiency, talent, and client value.
Our goal is not to catch up — it's to position ourselves ahead of the market over the next three to four years.
First automation projects live and delivering real value
A culture where the team surfaces automation ideas independently
Market-ready tools tested externally with accounting firms
Automation Initiative: The Vision