Your AI-native engineering partner
AI-native engineering for product teams
We ship production software for product teams worldwide — agentic systems, RAG pipelines, MCP integrations, full-stack products, and the cloud infrastructure to run them. Senior engineers, AI in every step, first working systems in weeks, not quarters.
Sprint past the competition
Modern engineering, AI in every step. From first commit to production, faster than you'd expect from anyone else.
Private data
GDPR ready
99.9% uptime SLA
AI-native delivery
Our Services
AI products and autonomous systems
Agentic workflows, autonomous agents, multi-agent orchestration. End-to-end AI product builds on Claude, GPT, Gemini, or local models. Eval pipelines and observability baked in.
RAG, MCP, and AI workflow automation
Retrieval pipelines over your data. Custom MCP servers and integrations. Document AI, semantic search, structured extraction. AI workflow automation that replaces manual processes.
Full-stack products and backends
Next.js, React, and TypeScript frontends. Spring Boot, FastAPI, and NestJS backends. Multi-tenant SaaS, marketplaces, admin panels. REST plus GraphQL, auth, integrations, queues etc.
Data and cloud infrastructure
Data pipelines, warehousing, real-time streaming, analytics. PostgreSQL with pgvector, dbt, modern data tooling. Cloud-agnostic infrastructure on AWS, GCP, or Azure — Terraform-managed.
AI-native delivery, across everything
Every project ships faster because our engineers work with Claude Code, MCP servers, agentic workflows as their daily toolkit. Same senior judgment, applied at higher speed and quality.
Still doing this?
Sitting through "strategy" decks instead of seeing working code?
Paying agencies that subcontract your project to juniors you never meet?
Watching teams use 2022 tooling while AI-native shops out-ship them?
A better way to build
Build, launch, and scale your product without the usual agency delays. AI systems, full-stack builds, infrastructure — same speed, same quality.
Ship from day one
You see commits from day one and a working system in weeks, not quarters. No multi-week discovery decks before code starts. Most clients have something live within a month.
AI-native engineers
Every engineer ships production code with AI as their daily toolkit — Claude Code, MCP servers, agentic workflows. The same senior judgment, applied faster. The person on your standup is the one writing the code.
Transparent by default
You see our commits, our boards, our Slack threads. Direct access to the team building your product. No polished status decks between you and the code.
ABOUT UPGRADIENT
AI-native engineering, shipped fast
Upgradient is an AI-native engineering firm that ships production software for product teams worldwide. We build agentic systems, RAG pipelines, MCP integrations, full-stack products, and the cloud infrastructure to run them — across AWS, GCP, and Azure. Modern stack, AI in every engineer's toolkit, real outcomes you can measure.
Problem Solving
We solve modern engineering problems with modern tools. Our team works fluently with Claude, GPT, Gemini, MCP servers, and the full AI dev stack — for faster delivery, deeper analysis, and senior engineering judgment applied at every layer.
Mission & Vision
To make AI-native engineering the standard for shipping software. Modern stack, real engineers, real outcomes — built fast, transparent by default, yours to own.
Insights
Field notes from production AI builds
Writing on the engineering decisions that decide whether AI ships or stalls — agentic patterns, RAG architectures, MCP design, eval pipelines, and the unglamorous infrastructure that holds it all together. From the team building production AI for clients, not from the sidelines.
Let's fast-track your project
AI product, SaaS build, data platform, or backend rebuild — submit a project request. Our engineers review your idea, check feasibility, and confirm if we're a fit. Clear feedback on scope and timeline, within days, not weeks.
How we help you move faster
- Clear feedback on your project idea
- Realistic scope and timeline from engineers
- A fast track to your first working system