Upload a film synopsis, get a fully produced cinematic trailer. ForeShadow runs a 7-stage AI pipeline — script analysis, voiceover, original score, storyboard, image generation, video generation, and promo assets — entirely automated. Powered by ElevenLabs, Seedream, Seedance, and Flowise. Live at foreshadowit.com.
Anything except
time travel.
And we're working on that..
AI-accelerated. Senior-engineered. Delivered in weeks.
What Iron Mind AI Is
Iron Mind AI is a Sweden-based engineering studio that builds production-grade AI systems, SaaS products, RAG pipelines, automations, and AI agents for ambitious teams. Founded in 2025 by senior engineer Niro Knox, the studio delivers MVPs in days and production systems in weeks — fixed-scope, fixed-price, direct-to-engineer.
Iron Mind operates as Iron Mind AB (Org.nr 559551-9181, Sweden) and serves clients worldwide on a remote-first basis. Engagements are end-to-end: the engineer doing the architecture is the same engineer writing the production code and shipping the deployment. There is no account-manager layer.
Core capabilities: SaaS products, AI agents, RAG systems, workflow automations, API integrations, internal tools, data dashboards, MVPs, and proofs of concept. The studio combines AI-accelerated development with 30+ years of senior engineering judgment.
Inbound enquiries receive a response within 4 hours. Contact: hello@iron-mind.ai.
What We Build
SaaS Products
Full-stack SaaS from schema to deployed product. Auth, billing, multi-tenancy, API.
Automations
End-to-end workflow automation. No-code where it fits, custom code where it doesn't.
RAG Systems
Production-grade retrieval-augmented generation. Document pipelines, vector search, LLM routing.
Web Applications
Fast, maintainable web apps. Server-rendered or SPA, whichever fits the problem.
API Endpoints & Integrations
Clean API design, third-party integrations, webhook pipelines, data sync.
MVPs
Go from concept to working product in days. Scope discipline is a feature, not a constraint.
How We Work
Scope
We define the problem before writing a line. Most projects fail in the first meeting. We prevent that.
Architect
30+ years of engineering judgment shapes every decision. AI accelerates the build. The human mind decides what to build.
Build
We move fast because we planned well. MVPs in days, not months. Clean code, not throwaway prototypes.
Ship
Deployed, monitored, documented. Not a zip file. A production system.
Recent Work
Three-tool AI platform for personal branding. Upload a photo, describe yourself, get four professional LinkedIn cover variants in under a minute. Same for LinkedIn post images and YouTube thumbnails. Two-stage pipeline: GPT-4o handles creative direction, Gemini generates the images. Built with a credit system, admin panel, and full generation history.
Scripto helps GCSE students practise dictation — the skill of hearing a foreign-language sentence and writing it down correctly. Gemini generates a fresh sentence every time, ElevenLabs reads it aloud in a native voice, and students write it on paper. They photograph their handwriting and GPT-4o vision reads it, aligns it against the original using sequence alignment, and returns per-word marks with plain-English error explanations. The hardest engineering problem was token alignment: handling merged words, skipped words, and handwriting edge cases without positional matching breaking the entire result.
What Clients Say
Niro helped me turn a concept into a fully functioning Minimum Viable Product which I will be proud to take to stakeholders, potential collaborators and funders. The speed of development only enhanced the design quality because tweaks were so quick to make. Moreover, he rapidly helped with: - design & userX for an EdTech product for children, young people and adults - keeping the MVP lean and focused but without limiting its capacity to grow and be developed in the future. - packaging it up so I can take it to a different developer in the future if needed. The Iron Mind approach is to thoroughly explain the technology behind the design decisions. As a result, I felt that we not only built a working product from first principles, but I was upskilled along the way! This was my first time working with Niro and I hope not the last!
Niro created an excellent website, exactly to our specifications, and did so qiuckly. The AI assistant he built is intuitive and allows us to change and further develop our online presence. His skills are impressive and he was highly responsive and charming in all our interactions.
For years, Niro has been my go-to expert for building CRM systems, structuring databases, and developing clear strategies for managing client relationships in a truly organized way. With IronMind AI, that vision has fully come together. The platform creates a clean, streamlined ecosystem that brings outreach, CRM, and day-to-day operations into one cohesive flow. What really stands out is the ability to solve problems quickly and approach challenges from fresh, practical angles—removing obstacles that have been slowing things down for years. I highly recommend working with IronMind AI to anyone looking to elevate their systems, simplify their workflow, and move to the next level with clarity and efficiency.
Iron Mind built us a complete SDR performance dashboard in 4 days. It integrates SalesLoft and HubSpot in real-time, tracks KPIs, and gives us full visibility into team performance—something we'd been trying to solve for months. Their use of agentic coding is next level. What normally takes weeks, they delivered in days without sacrificing quality.
What Ironmind and Niro Knox pulled off for me was unreal—my custom secret network proxy app went from idea to fully running in a single day, right when my business needed it most. The speed, precision, and execution weren’t just impressive—they were business-saving, and honestly felt like having an unfair advantage on demand.
Working with Ironmind and Niro was a game-changer for us at KaizIn. I had a vision: a fast, AI-powered personal branding platform that could generate LinkedIn covers, post creatives, and YouTube thumbnails in under a minute. They didn’t just execute, it felt like they were building alongside us. They nailed both the product and the experience. If you're building something in AI, you want a team like Ironmind.
We truly are in a new dawn where an entire backend system was built for us in less than a week. We are incredibly pleased with the work done on our website. From the start, the process was highly professional, quick, and thorough. The developer adapted the design completely to our specific requirements, ensuring the final product aligned perfectly with our vision. Beyond the aesthetics, we were impressed by the technical execution—the code is well-optimized for performance, and the site was fully prepped for SEO right out of the gate. If you are looking for a developer who is reliable, detail-oriented, and capable of delivering a tailored, high-performance site, we highly recommend their services. We couldn’t be happier with the result!
The Mind Behind It
I'm Niro — founder of Iron Mind.
Iron Mind is one person with 30+ years of engineering experience — not a team of junior devs with AI tools, not a prompt shop. An architect who has shipped production systems at scale, now building at 10x the speed.
Clients who work with me know exactly who is making the decisions. There is no account manager between you and the engineer. If you need something built right and built fast, you talk directly to the person building it.
Frequently Asked Questions
What does Iron Mind AI do?
Iron Mind AI builds production-grade AI systems, SaaS products, RAG pipelines, AI agents, automations, internal tools, and web applications for companies that need real software shipped fast. Each engagement is run end-to-end by a senior engineer with 30+ years of production experience — no junior devs, no account managers, no prompt-engineer larp. Typical timeline: MVPs in days, production systems in weeks.
How fast can Iron Mind ship an MVP?
Most MVPs ship in 5 to 14 days. The exact number depends on scope, but because we run AI-accelerated development with disciplined scoping, "MVP in days" is a commitment rather than a marketing line. Production systems — fully deployed, monitored, and documented — typically take 3 to 8 weeks. We give a fixed timeline before any code is written.
How does Iron Mind price projects?
Fixed scope, fixed price. We define the deliverable in writing before engagement, then quote a single number for the entire build. Hourly billing creates incentives to drag — fixed pricing aligns us with the client. Rough ranges: MVPs from $8k, production AI integrations from $35k, custom SaaS from $50k. Discovery calls are free and fast.
Who actually does the engineering work?
Niro Knox — founder, lead engineer, and the person you talk to on the first call. Iron Mind AI is intentionally one senior engineer (30+ years) using AI as a force multiplier, not a team of juniors with an AI wrapper. Every architectural decision, code review, and production deployment is done by the same engineer who scoped the work. Clients always know who is shipping their system.
What stack and AI providers does Iron Mind use?
Python (Flask, FastAPI), TypeScript / Next.js, PostgreSQL, SQLite, Redis, and modern hosting (Vercel, Hetzner, AWS). For LLMs we work with OpenAI (GPT-4o, GPT-4.1), Anthropic (Claude 4.6, 4.7), and open-weight models via vLLM where it makes sense. RAG stacks usually combine BM25 + vector retrieval. Stack decisions are problem-driven, never resume-driven.
Where is Iron Mind AI based and who do you work with?
Iron Mind AB is registered in Sweden (Org.nr 559551-9181) and operates remote-first with clients worldwide — primarily in the EU, UK, US, and Australia. We work with funded startups, scale-ups, and internal innovation teams at established companies. Most clients come in needing an AI feature, an automation, or a focused MVP and stay on for follow-up production work.
How is Iron Mind different from a typical AI agency?
Three differences. First, the engineer who scopes is the engineer who ships — no handoffs to juniors. Second, fixed price, fixed scope, fixed timeline — agencies that bill hourly are incentivised to drag. Third, we deliver production systems, not zip files: deployed, monitored, documented. The "agency" model bills for activity. Iron Mind bills for working software in production.
How do I start a project with Iron Mind?
Send an enquiry via the contact form below or email hello@iron-mind.ai. You will get a reply within 4 hours during business hours (Europe/CET). The first call is a free 30-minute discovery — we will tell you what is possible, what it costs, and how fast it ships. If we are not the right fit, we will say so on that call.
Ready to Build?
Tell us what you need. We'll tell you what's possible and how fast.
Message received. We'll be in touch within 4 hours.
We respond within 4 hours.