Retrieval over your own documents, AI-assisted internal workflows, or customer-facing chat grounded in your actual data — layered onto the system you already run, not a reason to replace it.
Retrieval over your documents and records, so answers come from your content, not general knowledge.
We define exactly what the system can and can't see and answer, before writing a line of code.
A defined outcome and a number, not an open-ended "AI project."
What system it goes into, what data it should see, and what a good answer looks like.
Including an honest opinion on whether AI is actually the right tool for it.
Typically 4–8 weeks depending on scope, delivered inside the software you already run.
Varies significantly by scope — a documents Q&A tool and a full customer-facing assistant are very different builds.
Request a scopeTell us what you're trying to do and we'll tell you honestly — some problems are better solved another way.
No — it's layered on top of what you already run, not a reason to rebuild it.
By grounding responses in retrieval over your own data and scoping tightly what it's allowed to answer.
Typically 4–8 weeks depending on scope — confirmed exactly once we understand the use case.
Fill in the form and we’ll tell you plainly what fixing it involves — scope, price, and timeline, in writing.
WP Please
Legacy systems, cloud cost and AI work for businesses that can't afford downtime.
