Unlock unprecedented efficiency and automation with custom AI Agents, built for enterprise-grade performance and seamless integration into your existing infrastructure.
Production-Ready • Secure & Compliant • Python/Kubernetes
Miniml is a specialized AI Agent Development firm. Our engineering-first approach means we build for scale from day one, and we prioritize open-source tools to prevent vendor lock-in, giving you full control.
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We align AI strictly to your P&L. Unlike research labs, we enforce governance protocols that ensure every model we deploy drives measurable revenue or efficiency for your your enterprise stakeholders.
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Leverage our deep expertise in AI architecture, scalable infrastructure, and cutting-edge tools to build robust and reliable AI agents.
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Ensure the security and compliance of your AI initiatives with our rigorous data governance practices and adherence to industry standards.
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Your data, your infrastructure. We build air-gapped and hybrid architectures that ensure your AI learns from your proprietary data without leaking IP to public clouds.
We architect scalable AI systems for your enterprise teams—built to automate real workflows and deliver measurable impact. From production-grade agents to secure data pipelines, we focus on outcomes you can defend in front of stakeholders.
Turn disconnected data into intelligence your teams can actually use. We design AI-powered dashboards and pipelines that surface live KPIs, detect anomalies, and forecast demand—giving Edinburgh organisations faster, more confident decision-making capabilities across finance, operations, and customer experience.
Go beyond basic scripts and RPA. Miniml builds intelligent workflow automation that bridges legacy systems, SaaS tools, and human approvals into one cohesive process. From document-heavy back-office tasks to multi-step customer journeys, we drastically reduce manual effort while maintaining full control and auditability.
Our engineers architect AI solutions with security, governance, and scalability built in from day one. Leveraging modern cloud infrastructure, MLOps best practices, and frameworks like LangChain and AutoGen, we ensure your systems grow with your organisation and remain adaptable as new models and regulations emerge.
AI consulting with Miniml delivers measurable business outcomes. We identify high-impact use cases to streamline repetitive work and optimise resource allocation, cutting operational costs without compromising service quality. The result: leaner processes, faster cycle times, and more capacity for your teams to focus on strategic work.
We deliver strategic AI consulting services for your enterprise businesses – from initial assessment to full implementation and optimization.
Stop guessing, start executing. We audit your current infrastructure to identify high-impact use cases with clear ROI. You receive a phased implementation roadmap ensuring governance, compliance, and technical feasibility.
Predict, optimize, and scale. We engineer custom machine learning models tailored to your specific data. From predictive analytics for finance to computer vision for manufacturing, we build proprietary models that give you a competitive edge.
Secure your institutional knowledge. We build RAG (Retrieval-Augmented Generation) systems that allow your teams to chat with your internal documents accurately and securely, without leaking IP to public models.
Beyond brittle bots. We upgrade legacy RPA with cognitive AI agents that can handle unstructured data, fix their own errors, and automate complex decision-making loops without constant human intervention.
Turn raw data into decision velocity. We build modern data lakes and real-time dashboards that give your executive team visibility into AI performance, transforming stagnant spreadsheets into live intelligence.
Deploy with confidence. We engineer the critical backbone of API integration, cloud security, and MLOps pipelines to ensure your AI runs reliably in production 24/7, scaling automatically as you grow.
We don’t just experiment with AI; we engineer sovereign systems designed for ROI. From human-in-the-loop agent interfaces to air-gapped backend integrations, Miniml bridges the gap between research demos and mission-critical reality.
We engineer AI for your enterprise’s asset management and tech ecosystem—prioritizing data sovereignty, financial compliance, and operational resilience.
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Drive efficiency and intelligent decisioning. We engineer systems that span the full value chain—from automated underwriting to algorithmic risk modeling. We help Edinburgh firms scale operations while maintaining strict data sovereignty and FCA compliance.
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Automate compliance and care. From summarizing medical records to optimizing patient triage, we build GDPR-compliant AI agents. Our sovereign architectures reduce administrative burden without compromising patient privacy or strict NHS data standards.
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Turn traffic into revenue. We engineer dynamic pricing engines and hyper-personalized search agents that drive conversion. By connecting inventory data to predictive demand models, we reduce stockouts and optimize supply chains for maximum margin.
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Physics-informed production. We deploy computer vision and IoT models to detect defects and forecast failure weeks in advance. Our local edge architectures ensure real-time latency and strict data sovereignty, maximizing factory uptime and safety.
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Unlock your firm's collective intelligence. We engineer secure internal search (RAG) and document automation systems for legal and accountancy practices. By automating contract review and audits, we free fee-earners to focus on high-value advisory work.
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Power the transition with intelligence. We build forecasting models and autonomous agents to optimize grid distribution and renewable assets. Navigate complex regulatory frameworks with secure, air-gapped systems designed for critical infrastructure.
A rigorous, data-driven process designed for your enterprise organisations—guiding you from assessment and “build vs. buy” decisions to production rollout and continuous optimisation.
We implement continuous monitoring and fine-tuning pipelines to adapt to changing data patterns and maintain optimal performance.
We deploy within your VPC, utilizing encryption at rest and in transit, and adhere to strict data access controls.
For AI Agent Development, typical MVPs take 4-8 weeks, followed by iterative enhancements based on user feedback.
We use Python, PyTorch, Kubernetes, and leading LLMs, tailored to your specific requirements and infrastructure.
We offer both fixed price for well-defined projects and Time & Materials for more complex, iterative development.
Let’s discuss how Miniml can help you leverage AI solutions to drive growth, efficiency, and innovation in your organization. From simple automation to sophisticated multi-component systems, we deliver AI solutions that work.
