Practical AI workflows for recruiting firms, agencies, and small SaaS teams
We design focused AI prototypes that help small teams reduce repetitive support, knowledge, recruiting, and admin work.
No giant transformation promises. One workflow at a time.
Built for operational teams
Your team is doing work
that shouldn't require a human.
Repetitive tasks kill momentum. Here are the four we solve first.
Scattered internal knowledge — no one can find the right doc fast.
Support tickets that repeat the same 10 questions endlessly.
Recruiters rewriting the same outreach emails for every candidate.
Proposals and updates drafted from scratch every single time.
Four workflow categories. One approach.
Each demo is a proof category — not a separate product. They all serve the same core offer.
Internal Knowledge Assistant
Search SOPs, notes, and internal docs in seconds. No more hunting through folders or repeating Slack questions.
Support Assistant
Draft replies to repeated tickets, flag low-confidence answers, and keep humans in the loop on what matters.
Recruiting Workflow Assistant
Summarize messy interview notes and generate first-draft outreach — all reviewed by the recruiter before sending.
Proposal & Admin Drafting
Turn raw meeting notes into a clean, structured first draft. Stop staring at a blank page.
Four steps from problem to prototype.
Identify
Map the workflow, the owner, and the exact bottleneck.
Select
Pick one focused AI use case worth prototyping.
Build
Develop a lightweight, human-reviewed prototype.
Review
Test the output and define the next-step path.
A philosophy built around caution, not hype.
Ready to test your first AI workflow?
Let's find one repetitive task your team should stop doing manually.