Define the system
Clarify the consequential decision, workflow, constraints, success evidence, system boundary, and production plan.
Private production delivery
When the system matters, put one accountable principal on the production path.
YakData works directly with the sponsor and internal team to define, architect, build, evaluate, deploy, and transfer one consequential production system. This is private delivery, not a public review product.
What private delivery covers
Use the private path when external review is not enough.
A private engagement is appropriate when YakData must take responsibility inside the actual operating environment, not merely challenge an artifact from the outside.
Build the production path
Architect and implement the smallest complete system across data, AI, rules, backend, interface, testing, and human control.
Deploy and transfer
Prove operability, failure behavior, monitoring, recovery, ownership, and handoff so the capability survives the original builder.
Subsequent principal capacityStanding Principal, from $18,000+/month
Available after or alongside a defined production engagement when the internal team needs continuing principal-level architecture and production judgment.
Qualification before scheduling
First, establish whether the problem belongs in a $38K+ production engagement.
There is no direct calendar link on this page. Send the operating problem, your role, and budget readiness. If the fit is credible, YakData will reply with the appropriate next step and scheduling path.
Do not submit confidential data, credentials, proprietary source code, customer records, regulated data, or trade secrets.