Custom AI Development
Build Intelligent Products with Confidence
From vision to deployment — bespoke AI solutions designed, developed, and delivered by a team that’s done it before.
The Problem We Solve
For most teams, building intelligent AI-powered software is slow, risky, and hard to scale. From auth to embeddings, orchestration to logging — there are too many unknowns, and too many decisions that can go wrong.
Spawntech helps teams move from concept to working system, faster and with more confidence — using prebuilt architecture, proven components, and deep experience in AI product delivery.
Long Timelines Before Anything Works
Most AI projects spend weeks or months wiring up auth, routing, embeddings, and chat before any value is delivered. We shortcut the setup with a modular, production-ready base.
No Clear Path to Production
Hacky demos and disconnected tools might impress in a prototype — but they don’t scale. We bring engineering-grade structure from day one.
High Risk of Failure or Abandonment
Many LLM projects fail silently — never launched, never integrated, never adopted. We help you ship something real, usable, and measurable.
Internal Teams Lack AI Engineering Maturity
AI integration is not just about calling an API. We help with memory, context, prompt design, system fallback, data safety, and real-world usage patterns.
Our Approach
Spawntech’s delivery model is designed to take AI-powered product ideas from concept to reality — quickly, safely, and with full transparency. We use a structured, six-phase approach that balances speed with confidence and code with context.
Each phase is modular, meaning you can engage us for the entire lifecycle or just the steps your team needs help with most.
We work with you to clarify the business goal, define the role of AI, and identify where value can be created or accelerated. This includes user research, feasibility review, and stakeholder alignment.
You’ll walk away with a validated opportunity, not just a vague ambition.
We map user journeys, define key system interactions, and establish where human, AI, and system behaviors intersect. We also begin shaping prompt strategies and conversational flows where relevant.
By the end of this phase, your product has structure, clarity, and a human-centered interaction model.
We build functional prototypes using Spawntech’s toolkit to validate feasibility, refine flows, and align on LLM capabilities. This phase includes early prompt testing, output shaping, and architectural scoping.
Your team gets something to interact with — and to prove internal value before committing to full development.
We configure our full-stack modular architecture to match your needs — wiring up multi-tenant auth, LLM orchestration, chat flows, data ingestion, and analytics.
This is where it all comes together: production-grade code, tailored to your use case, built to scale.
We conduct technical testing, user acceptance, and edge case analysis. We also document system behavior and provide training for internal teams where needed.
The outcome: a reliable, robust AI product ready for release and internal scaling.
We assist with go-live coordination, handoff to your dev team, or ongoing scaling support depending on your needs. Whether you're building v1 or scaling to v5, we’re there if you need us.
You don’t just get a demo. You get a real system in the hands of real users — and a partner that sees it through.
Why Spawntech?
We’re not just another AI consultancy. We’ve already built and shipped the kinds of systems you want to build — and we’ve packaged that experience into modular code, reusable tools, and delivery frameworks that work.
Our team blends product strategy, UX, and AI-native engineering into one cohesive offering. That means faster delivery, fewer risks, and systems that are usable from day one — not just impressive on demo day.
Productized Infrastructure
Our modular toolkit is the result of building AI systems for ourselves and for clients — with embedded logging, analytics, auth, and orchestration baked in.
Real Speed, Without Shortcuts
You won’t spend weeks wiring up boilerplate or fighting brittle prototypes. We accelerate real outcomes — safely, cleanly, and in full alignment with your team.
AI-Native, End-to-End
We don’t bolt AI onto old systems. We build from first principles — with LLMs at the core of your product, not tacked on at the edges.
We Build With You, Not For You
From sprint 1 to launch, we work like an extension of your product and engineering team — with full transparency and shared ownership.