Your people are doing work the software should do.
AI Integration builds AI into the workflow to carry work end to end, rather than assist a person doing it by hand. The AI Edge teaches your people to use AI. AI Integration builds AI that does the job.
Whole workflows, not suggestions.
Customer support agents
A support agent that resolves cases on your channel, with a defined containment target and a clean handoff to a person when it is out of depth.
Document capture and posting
Invoices, receipts and forms read, extracted and posted into the system without a person retyping them.
Exception detection
The system watches the flow and flags what is wrong, instead of a manager finding it a week later.
Report generation
The report assembles itself from the source, so Monday starts with a report to read, not a report to build.
Honest about the cost and the risk.
It runs on a meter.
Model usage is a permanent monthly cost. We price build, plus run, plus monitoring. Never a one-off fee that hides what it costs to keep alive.
It acts unsupervised.
A wrong answer to a customer is your liability. Every contract carries a confidence threshold, a human escalation path, and a logged audit trail.
We diagnose before we build.
If you already run a helpdesk platform, part of this is configuring what you own. We establish that first, and charge for configuration if that is what it is.
Diagnose, pilot, build, run.
Integration Diagnostic
Two weeks. Workflow mapping, volume and cost baseline, containment feasibility, build-or-configure recommendation.
On application
Agent Pilot
Four to six weeks. One workflow, one channel, one containment target. Scoped small so you can judge it.
On application
The Build
Full agent or automation. Knowledge base, channel integration, escalation logic, logging, monitoring.
On application
Run
Hosting, model run cost, monitoring, tuning, support SLA. Recurring and metered, reviewed quarterly.
On application
Prove it on one workflow first.
A pilot takes one workflow and one channel, with a containment target you can check. If it works, we build. If your platform already does part of it, we tell you. Book the diagnostic.