Superteams embeds elite AI researchers and engineers directly into your team — so you ship production-grade AI without the 18-month hiring cycle.
Most companies trying to build serious AI capability run into the same three walls. We are built to knock all three down.
A senior ML engineer takes 6 months to source and another year to onboard into your stack. Your roadmap cannot wait.
Stitching together off-the-shelf AI APIs is fast until it is not. Vendor dependency, cost spikes, zero differentiation.
Most AI shops hand you a prototype and disappear. No architecture ownership, no knowledge transfer, no internal capacity built.
Superteams is the alternative. An embedded, R&D-first team that moves at your speed, builds to your architecture, and leaves your org stronger — not dependent.
Three phases. One continuous loop. Your AI stack gets built while your team grows alongside it.
Your dedicated Superteam — researchers, engineers, product builders — integrates into your existing workflow. Slack, standups, your stack. Not a vendor relationship. An extension of your org.
We do not just implement — we think. Every architectural decision is grounded in current research. RAG pipelines, fine-tuned models, agent orchestration, MLOps — built to your requirements, not a template.
Every engagement ends with your internal team owning what was built. Code, docs, architecture decisions, evaluation frameworks — we train your people and hand over the keys so you compound on the work.
Most engineering teams know how to build. We know what to build — and why. Our team stays current with research so you do not have to.
Four capability pillars — each one you can engage on independently, or we build the whole stack together.
RAG · Vector DBs · Enterprise Search
Production RAG systems that actually work — semantic search, hybrid retrieval, reranking, and knowledge graph integration. Built for your data, not a demo.
Agentic Workflows · Copilots · Orchestration
Purpose-built AI agents that integrate with your systems. Sales assistants, internal copilots, autonomous process automation — grounded in your data, guardrailed for production.
Fine-tuning · Evals · Private Deployment
From model selection to fine-tuning and private deployment. We help you choose the right foundation, adapt it to your domain, and serve it reliably without blowing your inference budget.
Monitoring · Cost Control · Compliance
Ship AI with confidence. Latency monitoring, cost tracking, drift detection, and evaluation harnesses that let you iterate fast without flying blind.
Not sure where to start? Our AI Stack Audit maps it out for you →
Not prototypes or pilots — complete systems built end-to-end, handed off to clients, and running across seven verticals.
Multi-platform AI storage with bidirectional sync, cloud integration, Windows/iOS/Linux apps, and org-level RBAC — launched as a complete product from scratch.
Real-time voice AI connected to user databases — accessible via telephone and click-to-call with modern TTS/STT.
Connects four major accounting systems and surfaces CFO-level AI queries, auto-reconciliation, invoice parsing, bank statement sync — all with a zero-day close goal.
Measures emissions directly from invoices, auto-generates compliance reports, and surfaces AI-driven sustainability recommendations.
Connect a database or document store and use open-source or platform models to generate sites, reports, and decks — plus advanced agents for CRM and support.
Users select a set of property images and the agent orchestrates them into a polished listing tour video — ready to publish.
A full-stack AI broker — finds matching properties, generates structured comparisons, enables shortlisting and booking — entirely through text and voice chat.
Start where you are. Every engagement is scoped to your stage, team, and goals — no forced packages.
A sharp, actionable assessment of your current AI architecture, gaps, and the highest-leverage things to build next.
Best for teams unsure where to start or wanting an outside view before committing.
Get an AuditYour dedicated Superteam — researchers, engineers, PM — embedded directly into your workflow. Builds, ships, and transfers.
Best for companies actively building AI and needing research-grade execution fast.
Book a Strategy CallStrategy + build + transfer. For companies going from AI-curious to AI-native. We build your stack and upskill your people.
Best for companies making a serious long-term investment in proprietary AI.
Let's scope itAll engagements include full IP ownership, documentation, and a dedicated Slack channel. Questions? Email us directly.
From AI infrastructure companies to SaaS startups — in their own words.
"Superteams actually understands the technology. That's genuinely rare. They come in, read the room, and produce work that holds up to scrutiny from our engineering team."
"The technical depth they bring is what sets them apart. I have worked with agencies before — Superteams is operating at a completely different level."
"Professionalism throughout. They could articulate our product better than most people on our own team. That says a lot."
"Superteams is understanding and quick to pivot in their approach to a solution if they feel that the first approach is not working. Overall, a very supportive company to work with."
Three of our recent builds — full-stack AI products shipped end-to-end, across finance, infrastructure, and real estate.
A client needed a complete AI-powered storage platform — connecting devices, cloud, and mobile with bidirectional sync, multi-OS clients (Windows installer, iOS app, Linux ISO), and enterprise RBAC. We embedded, scoped, and shipped the full product in four months: zero to production across every platform simultaneously.
A financial platform needed AI that could connect to all four dominant accounting systems and give every stakeholder — from CFO to accountant — natural-language query access, automatic reconciliation, invoice parsing, and bank statement sync back to source. Goal: zero-day close. We built the full data pipeline and AI layer from the ground up.
A real estate platform wanted users to engage with an AI that could act as a full broker — not just a search box. We built a conversational system that accepts text and voice input, queries live property databases, generates side-by-side comparisons, lets users shortlist, and completes bookings — all within the same chat session.
Book a 30-minute strategy call. We will map out your AI opportunities, identify the highest-leverage starting point, and tell you exactly what an engagement looks like — no fluff, no obligation.
Usually responds within 24 hours
