Services
What vprism offers
Flexible engagements designed to meet you where you are. From AI implementation to ongoing strategic partnerships. Every service is built around your goals, not a fixed methodology.
Service offerings
AI Strategy & Implementation
Go from AI curiosity to production. The work covers identifying where LLMs actually add value, designing reliable agent architectures, and shipping AI features that hold up. Built on Claude and the Vercel AI SDK.
AI in production, not just in a proof of concept.LLM Integration & Agent Development
Hands-on implementation of LLM-powered features: conversational assistants, document processing pipelines, agentic workflows, and RAG systems. That means writing the code, designing the prompts, and making sure it works reliably at scale.
Working AI features, built to production standards.Technical Strategy & Advisory
Ongoing strategic guidance for founders and engineering leaders. Architecture reviews, technology selection, roadmap planning, and build-vs-buy decisions, including where AI fits into the picture.
Make confident decisions before they become expensive mistakes.Fractional CTO / VP Engineering
Part-time executive engineering leadership when you need strategic direction without a full-time hire. Set technical direction, recruit and mentor engineers, and build the culture that attracts top talent.
Engineering leadership without a full-time executive hire.System Architecture & Design
Design scalable, maintainable systems from the ground up, or evolve the ones that are slowing you down. Cloud architecture, microservices, API design, and data modeling.
Systems your team can build on, not rebuild around.Code & Architecture Review
Targeted deep-dives into your codebase or system design. Identify risks, unblock bottlenecks, and get a clear action plan without a months-long engagement.
Specific, actionable findings you can act on this sprint.
Common questions
- How do engagements typically work?
- Every engagement starts with a conversation to understand your situation. From there, we scope the right type of engagement, whether that's a focused one-time review, a defined project, or an ongoing advisory relationship.
- What size companies do you work with?
- Early-stage startups through growth-stage businesses. The common thread is a team that cares about building the right way and wants expert guidance, including on AI, to help them do that.
- Do you work remotely?
- Yes. Fully remote engagements work well. Responsive and available, with a one-business-day response time as a baseline.
- Do I need to already be using AI to work with you?
- No. Some clients come in already building with LLMs and need help doing it well. Others are evaluating whether AI is the right move at all. Both are fine starting points.
Not sure which service fits?
That's what the first conversation is for. Share what you're working on and we'll figure out the right fit together.