Distributed Edge AI embeds AI agents and automation into your startup's workflows — so your team does more, without burning out or hiring prematurely.
Agentic AI — software that can reason, plan, and take actions autonomously — is no longer experimental. Early-stage teams that integrate it thoughtfully are compressing months of work into weeks.
The average startup founder spends 40% of their week on tasks that AI can handle — research, drafting, data entry, reporting. We find those hours and give them back.
AI agents work around the clock without burning out. Your team focuses on the high-judgment work only humans can do. The rest gets automated.
We don't design enterprise AI systems for 5-person startups. Every integration is right-sized — practical, maintainable, and built to grow with you.
We've been founders. We know the difference between AI that sounds impressive in a demo and AI that actually helps a team ship faster.
We focus on practical, high-leverage AI — the kind that frees up your team's time and compounds as your company grows.
We design and deploy AI agents (autonomous software that can research, draft, and act) tailored to your specific workflows — from customer outreach to internal reporting.
Map your team's repetitive tasks and replace them with intelligent automation. We connect your existing tools — CRM, email, Slack, docs — into seamless automated pipelines.
Not sure where AI fits in your startup? We run a structured discovery process to identify the highest-leverage opportunities and build a practical roadmap — no hype, no bloat.
Turn your raw data into actionable intelligence. We build pipelines that feed your AI systems with clean, structured data — and surface insights your team can actually use.
Need an experienced AI lead without the full-time hire? Nigel and the Distributed Edge team embed fractionally — attending standups, guiding decisions, and building alongside you.
We don't just build and leave. We train your team to understand, manage, and extend the AI systems we put in place — so you own the capability long-term.
When AI meets the physical world — robotics, IoT sensors, edge devices, industrial systems — the stakes are higher and the integration is harder. That's where our full Distributed Edge team comes in: AI strategy from .ai, infrastructure and cybersecurity from .tech.
AI agents that operate on physical devices — from factory sensors to field equipment. We help your team deploy models where the data lives, not just in the cloud.
Connecting operational technology (the systems that run physical processes) with AI-driven decision making. Think predictive maintenance, anomaly detection, and automated responses.
AI systems create new attack surfaces. Our sister team at Distributed Edge specialises in securing the infrastructure that AI depends on — from network segmentation to zero-trust architecture.
The plumbing that makes AI work reliably in production. Cloud architecture, container orchestration, CI/CD pipelines, and monitoring — handled by experienced infrastructure engineers.
Our sister practice at distributededge.tech provides fractional IT leadership, OT security, network architecture, and compliance support. Same team, same values — built for startups that operate in the physical world.
A straightforward process built for startups — fast, focused, and founder-friendly.
Free scoping call. We learn your workflows, team size, and where time is being lost. No pitch — just honest conversation.
We map the highest-leverage AI opportunities and design a practical integration plan — right-sized for where you are today.
We build and deploy the agents and automations alongside your team. You stay in control at every step.
As your company grows, we extend and evolve the system. Your AI capability compounds — without compounding headcount.
No commitment. No pitch deck. Just a real conversation.

"Having a conversation costs nothing. And if I'm not the right fit, I'll very likely know someone who is."
Nigel brings nearly 15 years of startup experience — as a 3x founder, Techstars alum, and mentor across 12+ accelerators including Techstars, NATO DIANA, and NSF I-Corps. He's built companies across 6 countries, raised grant funding, and navigated the full arc from idea to scale.
At Distributed Edge AI, Nigel leads the AI integration practice — helping startup teams identify where AI agents (autonomous software that can reason and act) create real leverage, then building and embedding those systems alongside the team. He's guided by a #givefirst mindset and a belief that the best work happens when advisors roll up their sleeves.
Nigel also draws on the broader Distributed Edge network — including infrastructure, security, and systems engineers from distributededge.tech — when engagements call for deeper technical depth.
Nigel is a fixture in the startup ecosystem — mentoring, speaking, and building alongside founders at accelerators, demo days, and innovation hubs across the US.




No bloated contracts. No upsells. We design what your team actually needs.
Techstars, Y Combinator, NSF I-Corps, NATO DIANA, DIU, and other accelerator alumni receive discounted rates. SBIR/STTR awardees can include Distributed Edge AI services under their TABA (Technical and Business Assistance) budget line.
A no-commitment 45-minute scoping call to understand your workflows and identify where AI creates real leverage.
Get AI working in your company for less than what an employee costs for a week. A focused engagement that delivers a real, working automation — not just a strategy deck. Pricing scales with scope.
For larger engagements, multi-system integrations, or ongoing fractional AI leadership at a deeper level.
AI is full of hype and jargon. Here are honest answers to the questions startup founders actually ask us.
Book a free 45-minute scoping call. No sales pitch — just an honest conversation about whether AI makes sense for your team right now.
They absolutely can — and should! Tools like ChatGPT, Claude, and Gemini are incredibly useful for individual tasks. But there's a big difference between an employee pasting text into a chat window and having AI systematically embedded into your workflows. Think of it this way: giving everyone a hammer doesn't mean you've built a house. We help you design the blueprint — identifying which workflows benefit most from AI, building custom automations that run without manual prompting, and connecting AI tools to your actual systems (CRM, project management, databases). The result is AI that works in the background, consistently, at scale — not just when someone remembers to open a browser tab.
ChatGPT is a conversational tool — you ask it something, it responds. An AI agent is more like a digital team member that can reason through multi-step tasks, use tools, make decisions, and take actions autonomously. For example, ChatGPT can draft an email if you ask it to. An AI agent can monitor your inbox, identify leads that match your criteria, research the company, draft a personalised response, and queue it for your approval — all without being prompted. Agents are the next evolution: they don't just answer questions, they get work done.
Small teams are actually where AI creates the most leverage. When you have 3–10 people, every hour matters. AI agents can handle the repetitive, time-consuming work that's currently eating into your team's capacity — research, data entry, report generation, customer follow-ups, content drafting. Instead of hiring your 6th employee to handle overflow, you deploy an agent that handles 60% of that workload for a fraction of the cost. Our Foundation package starts at $800 specifically because we believe early-stage startups shouldn't be priced out of this advantage.
We don't hand you a PDF and wish you luck. Our engagements deliver working systems — actual automations, deployed agents, and integrated workflows that your team uses from day one. The Foundation package includes a real, functioning automation deployed in your environment, not a roadmap of what you could theoretically do. Nigel has been a 3x founder himself, so he understands that startups need execution, not more slide decks.
We're platform-agnostic and work with whatever makes sense for your stack. That includes OpenAI (GPT-4, GPT-4o), Anthropic (Claude), Google (Gemini), open-source models (Llama, Mistral), and automation platforms like n8n, Make, Zapier, and LangChain. For more technical implementations, we build custom agents using Python, TypeScript, and various orchestration frameworks. We'll recommend what fits your budget, technical maturity, and data sensitivity — not what pays us the highest referral fee.
This is something we take seriously — especially since our sister practice at distributededge.tech specialises in cybersecurity and infrastructure. We design AI integrations with data privacy built in from the start: choosing between cloud and local models based on your sensitivity requirements, implementing proper access controls, and ensuring compliance with relevant standards. If your startup handles sensitive data (healthcare, defence, financial), we can deploy on-premise or private cloud solutions where your data never leaves your environment.
Yes — and this is a sweet spot for us. Nigel has mentored at 12+ accelerators including Techstars, NATO DIANA, and NSF I-Corps, so he understands the landscape intimately. For SBIR/STTR awardees, our services can be included under the TABA (Technical and Business Assistance) budget line, which means the government effectively funds your AI integration. We can also help frame your AI capabilities for investor narratives and grant applications.
Physical AI refers to artificial intelligence that interacts with the real world — through robotics, IoT sensors, edge devices, or industrial control systems. If your startup builds hardware, operates physical infrastructure, or collects data from sensors, then yes, Physical AI is relevant to you. This is where our full Distributed Edge team adds unique value: the .ai side handles the intelligence layer, while the .tech side handles the infrastructure, networking, and cybersecurity that keeps it all running securely.
"Nigel was outstanding as a mentor. His combination of authenticity, tough love and dry wit, coupled with first-hand experience as a founder, unflinching willingness to share hard truths and genuine desire to provide direct guidance were invaluable to not only the startup he was assigned to, but to all innovators in the cohort."
"Nigel is a multifaceted leader, driven in social impact, and with deep experience and expertise in the startup sector. His vision is direct and clear and he is generous with his mentorship and guidance to support building successful entrepreneurial ecosystems."
"Their team speaks the language of both hardware and infrastructure fluently. They utilize cutting edge tech to deliver enterprise level IT support, giving us the high end bench strength we need while allowing us to remain lean and focused."
Book a free 60-minute scoping call. No pitch deck, no commitment. We'll talk through your workflows, identify where AI creates real leverage, and be honest about fit.
Funding note: If you're an SBIR/STTR awardee, you may be able to include our services under your TABA (Technical and Business Assistance) budget line. We're also open to creative arrangements including JSP (Job Skills Program) and similar programs.