AI-native web and mobile applications
Built with AI in the workflow from day one, not retrofitted later.
Core Services
AI-Driven Engineering
AI-native applications built by engineers, not by models alone: architect-led design, AI-accelerated implementation, humans in the loop.
Software engineering is in the middle of its most significant productivity shift in decades, and it is happening in years, not generations. Generative AI is automating the mechanical parts of building software: boilerplate, test scaffolding, refactors, and documentation. What's left, and what matters more than ever, is design. Spruce builds the software your organization needs by pairing disciplined architecture with AI-accelerated implementation, producing modern, maintainable systems faster and with fewer people than a traditional delivery model.
From builders to architects and supervisors
For sixty years, writing software was a craft: every function, form, and test written by hand. AI has broken that model. Tools like GitHub Copilot, Cursor, Claude Code, and dozens of task-specific agents now generate code, suggest functions, write tests, fix bugs, and scaffold entire applications. What used to take days takes hours. Developers aren't typing from scratch anymore. They're guiding, reviewing, and assembling.
Output is going up, quality is improving, and the skills that define a senior engineer are shifting. Spruce engineers are already operating the new model:
- UI/UX designers who define the experience and intent of the software.
- Solution architects who design scalable systems and manage complexity.
- AI supervisors who prompt, refine, and verify outputs from code-generating agents.
- Operations engineers who monitor and manage software with AI-driven observability tools.
What we build
Generative assistants and copilots embedded directly into your staff workflows or customer-facing products.
Retrieval-augmented systems (RAG) that make your organization's knowledge queryable in natural language.
Agentic automations for document processing, case intake, routing, and service delivery.
Integrations that connect AI capabilities to your existing ERP, CRM, case-management, or policy-data systems.
Modernizations that bring legacy applications onto current architectures while adding AI where it earns its keep.
How we work: AI in the pipeline, humans in the loop
Our delivery approach assumes AI in the pipeline, humans in the loop, and architects leading design. We start with outcome definition and user research, we invest deliberately in architecture, and we instrument production systems with observability and guardrails from day one. We select models (open-source or commercial, LLM or classical) based on the job, not the hype cycle.
On every engagement, a human engineer reviews what the AI produces, and our teams are measured on shipped quality, not committed lines of code. When we hand the system back to your team, we leave them with documentation, runbooks, and (increasingly) an AI-assisted maintenance model so your engineers can keep moving at the same pace we delivered.
Tech stack and models
Spruce teams work across three ecosystem layers, selecting the right combination per engagement:
Clouds
Azure, AWS, and Google Cloud, across the cloud platforms our clients already run.
Models
Azure OpenAI (GPT-class), OpenAI, Anthropic Claude, Google Gemini, Cohere, and open-source Llama, Mistral, Qwen, and domain-specific fine-tunes.
Stacks and integrations
.NET, Node.js, Java, Python/FastAPI, and Vercel/Next.js, integrating with Microsoft Dynamics, ServiceNow, Salesforce, SAP, Oracle, and legacy case-management platforms.
Security, accessibility, and scale by default
Every Spruce-built system is designed with security, accessibility, and scale in mind before the first line of code. We implement role-based access, encryption in transit and at rest, audit logging, and data-residency controls appropriate to your regulatory environment. Our applications meet WCAG 2.1 AA accessibility standards as a baseline, and our architectures are designed to scale with your user base without requiring ground-up rewrites.
The work Spruce has done for us is outstanding, delivering far beyond expectations across multiple projects. You are a true partner.
BM
Brian Murphy
CEO, iGO Marketing
Ready to move forward?
Every Spruce engagement begins with a short conversation about your goals, constraints, and timeline.