The problems we solve
We don't sell products.
We fix operations.
Here's what we keep getting hired to solve. If you recognise your problem here, we've probably already built the answer.
01
customer_facing · llm-agnostic
“You're losing leads because you're too slow to respond.”
Customer-Facing AI
We build the AI layer between your business and your customers. Website chatbot, WhatsApp agent, email triage, booking automation — whichever channels your customers actually use. The sprint diagnoses which combination moves the needle most for your specific business. LLM-agnostic: we use whatever model fits your stack.
Illustrative: WhatsApp booking agent for a physiotherapy clinic — new patient appointments 24/7 without front desk involvement.
02
internal_ops · workflow_automation
“Your team spends hours every week on work a computer should be doing.”
Workflow Automation
Reporting, data entry, document processing, internal lookups, status updates — the repetitive operational work that fills your team's day but doesn't need their judgment. We identify the highest-cost manual process in your operations and automate it. Most clients recover 5–10 hours per person per week.
Illustrative: Law firm cut new-matter document sorting from 16 hrs/week to 3 hrs in a single sprint.
03
strategy · no commitment required
From $300
“You know AI could help but you don't know where to start.”
AI Workflow Audit
Two hours. We map your operations, identify your top 3 AI opportunities and rank them by ROI. You get a clear build plan with cost estimates before you spend anything on a build. This is the right first step if you're not sure which problem to solve — or whether any of them are worth solving yet.
Illustrative: 30-person accountancy identified 3 automations in one session — highest-ROI route mapped to a $1,200 sprint within a week.
04
flagship · ai adoption
From $2,400
“Your competitors are moving faster and you can't figure out why.”
Claude Enablement
We embed Claude into your team's daily workflows — writing, analysis, research, operations. Not a chatbot your team ignores. Infrastructure they actually rely on. We audit your workflows, build custom prompts per role, run training, and stay as your ongoing AI team as Claude evolves.
Illustrative: Operations team of 12 cut weekly reporting from 6 hours to 45 minutes using Claude-built templates.