Automation
AI-driven workflows that remove repetitive human work — lead handling, data entry, reporting, ops. Sold on hard ROI: hours saved, headcount freed.
- Python · APIs
- Stack
- Internal + Public
- Surface
Overview
Automation is the AI service with the clearest ROI — every hour of repetitive work removed is a real number. We find the high-volume, high-friction loops in your operation, build pipelines that handle them, and report on what they saved you. Sold on outcomes (hours saved, headcount freed), not on the cleverness of the stack.
Who this is for
What we deliver
Everything that ships when we automate your workflow.
How we work
Map the loops
Two days walking your team's workflows. We come back with the top 3 candidates by ROI.
Scope & price
Per-pipeline scope — what it does, what it costs, what it saves.
Build & integrate
Pipelines built against staging credentials, then promoted. Logs and monitoring from day one.
Measure
Monthly report on hours saved and runs handled. The retainer pays for itself in math.
Map the loops
Two days walking your team's workflows. We come back with the top 3 candidates by ROI.
Scope & price
Per-pipeline scope — what it does, what it costs, what it saves.
Build & integrate
Pipelines built against staging credentials, then promoted. Logs and monitoring from day one.
Measure
Monthly report on hours saved and runs handled. The retainer pays for itself in math.
Scope & pricing
Single loop
One repetitive workflow, automated end to end.
- Process audit for the highest-ROI candidate
- Pipeline build with error handling
- Monthly report on hours saved
Operations
Two or three connected workflows across your core tools.
- Lead routing & qualification with CRM sync
- Scheduled, branded reporting
- Operational dashboard for visibility
Orchestration
A full pipeline across systems, monitored end to end.
- CRM / Sheets / Notion unified
- Retries and human-escalation paths
- Ongoing monitoring and tuning
Every engagement gets a fixed price in writing, confirmed within 48 hours of a scoping call.
Start a conversationCapabilities
What's the loop costing you?
Tell us the repetitive task that drains the most hours. We'll come back with an automation scope and a payback estimate.
Start a conversationQuestions, answered
A short process audit — we rank the loops in your operation by ROI and come back with the top 3 candidates.
Pair automation with a knowledge layer so it doesn't just move data — it understands it.
Field notes from the build.
Practical write-ups on the services above — architecture calls, trade-offs, and what they cost in practice.