FAQ
Straight answers on fit, pilot scope, ownership, security, and pricing for a Team Titan workflow engagement.
Top Questions
We start with a short workflow fit assessment. The goal is to identify one process with clear operational pain, measurable upside, and a scope small enough to turn into a production-ready pilot quickly.
A fixed-scope, production-ready MVP for one workflow, delivered with the code, supporting infrastructure, documentation, and release artifacts your team needs to inspect, operate, and extend it.
Most teams can pressure-test the workflow and see meaningful progress inside the first week. The pilot itself is designed for a 3-4 week delivery window, with benchmarked execution measured in days rather than quarters.
You do. The code, documentation, and delivery artifacts produced for your workflow belong to your company. The point is to leave you with software your team can run and extend, not dependency on a black-box vendor.
Yes. We usually integrate with the systems that already anchor the workflow, such as your auth stack, repos, cloud environment, APIs, or operational systems. The goal is to fit the new software into your real operating environment, not create an isolated demo.
Fit & Workflow Selection
ExpandTeam Titan is a strong fit when an important workflow is still manual, trapped in spreadsheets and inboxes, or delayed because internal delivery capacity is overloaded. The best buyers usually already know the pain. They need a faster way to turn it into real software.
Approval flows, quote and pricing tools, customer or partner portals, dispatch and status tracking, exception handling, and internal operations systems are all common fits. In general, the best candidates are workflows that are important, repetitive, slow, and still handled manually.
That is fine. Team Titan is meant to reduce delivery drag, not replace product judgment. Your team keeps direction, approvals, and standards while Team Titan helps turn one high-value workflow into software faster.
Pilot & Delivery
ExpandWe align on the workflow, scope, success criteria, integrations, and delivery constraints up front. From there, Team Titan drives the build, keeps the scope tight, and reviews progress against the agreed outcome instead of drifting into an open-ended project.
Small refinements are normal. If the core workflow changes materially, we would rather surface that quickly and re-scope than pretend everything still fits in the original pilot. The pilot is designed to prove one workflow clearly, not hide expansion behind ambiguity.
Ownership & Technical Fit
ExpandApp builders and coding assistants help teams produce screens or code faster. Team Titan is designed to help a company choose one important workflow, turn it into production-ready software, deploy it in the right environment, and keep ownership of the result. The difference is not just speed of generation. It is scoped delivery, governance, and usable business software.
Yes. The output is meant to live as software your team can own. Team Titan can keep helping after the pilot, but you are not locked into a delivery model that only works if we stay in the middle forever.
No. We can start from the workflow, systems, and constraints first. Internal data can be connected where it matters, but it is not a prerequisite to determine whether the workflow is a good fit.
Security & Compliance
ExpandNo. Customer data is not used to train shared models for other organizations.
Customer code, data, and delivery artifacts stay isolated to that company’s environment and workflow context. The goal is to keep outputs specific to your business, not mixed across tenants.
Yes. The delivery process produces inspectable code and artifacts, and changes can be reviewed through the normal controls your team already uses.
We currently operate with SOC 2-aligned controls, monitoring, and evidence collection. Our SOC 2 audit is scheduled for June 2026.
Commercial Model & Next Steps
ExpandThe pilot is structured as a fixed-scope engagement for one workflow with clear success criteria, rather than an open-ended project. Team Titan covers AI, database, and pre-production runtime costs during the pilot so the commercial conversation stays focused on whether the workflow is worth solving and how tightly it can be scoped.
We look at the business impact of solving the workflow faster: time saved, manual work removed, delivery cost avoided, and the value of getting the software into use sooner. The goal is not a vanity AI metric. It is whether the workflow becomes materially more efficient and commercially useful.
If the pilot proves out, you can expand the relationship without rebuilding from scratch. If you stop there, you still keep what was delivered and can continue with your own team.
Start with a short workflow fit assessment. We use that conversation to pressure-test the workflow, success criteria, integration needs, and whether it deserves a pilot.
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