Forward-deployed AI engineer as a service
Closing real gaps in your business.
AI and business tools built and tailored to your company’s processes.

WindWard
MyCargoGate
ivix
How an engagement runs
01Measure
Take current effectiveness metric.02Analyze
Intake from stakeholders, Define real flow, Risk assessment.03POC
End to end proof of concept.04Deploy
Growth over data sets and teams.05Maintain
Ensure ongoing performance for changing field conditions.Services
All services →A pilot rarely fails on the model.
It stalls on the process around it. These are the three gaps I find most often, and what closes each one.
Permissions that break retrieval
An assistant answers from documents the person asking should never see, because a rule nobody remembers was inherited wrong.
What closes itAI security audit→Agents with no audit trail
Something changed in the configuration overnight, and nobody can say which agent changed it, or why, or how to undo it.
What closes itAI agents & systems→Automations nobody owns
Rules written by people who left keep firing, collide with each other, and turn every new AI step into a gamble.
What closes itJira→Jira, Confluence, JSM, Monday.com, Airtable, HubSpot and the tools around them.
Client stories
All client stories →Plain-language queries over accounting exports, answered inside Jira.
Professional services · ForgeLeathwaiteAn Excel process replaced by two Forge apps.
Ben was able to identify several bottlenecks in our workflows quickly, I look forward to working with Ben.