AutomateAI
Keeping up withthe new times.
All kinds of consultancy and tech projects around AI—targeting small to large businesses. From custom AI solutions, chatbots, MCP servers and integrations to custom LLMs, agents and automation.
We bring the same agile, MVP-first approach to AI: start small, validate fast, and scale what works.
What we do with AI
Practical, production-minded AI work—scoped to your business and your budget.
Custom AI Solutions
Purpose-built AI for your domain—from proof-of-concept to production. We scope the use-case, pick the right models, and ship something measurable.
Chatbots & Assistants
Conversational assistants for support, sales and internal tools—grounded on your own data so answers stay accurate and on-brand.
MCP Servers & Integrations
Connect AI to the tools your team already uses. We build Model Context Protocol servers and integrations that let agents act safely on your systems.
Agents & Automation
Automate repetitive, multi-step workflows with agentic pipelines—keeping a human in the loop where it matters.
Custom LLMs
Fine-tune and adapt language models to your data and tone, with retrieval and guardrails for reliable, private deployments.
AI Consultancy
Not sure where AI fits? We help small to large businesses find high-leverage opportunities and a pragmatic roadmap to ship them.
Process
How we approach AI projects
We don't start with a model—we start with your problem. Every engagement follows the same disciplined sequence.
Discover
We map your workflows, data, and pain points to find where AI can deliver measurable lift—not just novelty.
Scope & Design
We pick the right approach: off-the-shelf model, fine-tuned LLM, RAG pipeline, or classical ML—based on your data and budget.
Build & Validate
Rapid iteration from prototype to working system—with evals and human review baked in from the start, not bolted on at the end.
Deploy & Integrate
We ship to your infrastructure—cloud, on-premise, or hybrid—and wire it into the tools your team already uses.
Monitor & Improve
AI systems drift. We set up monitoring, feedback loops, and regular review cycles so performance stays high after launch.
Examples
AI that moves the needle
From fintech and cybersecurity to operations and internal tooling.
Automated trading analytics
AI-driven signal generation and anomaly detection on institutional data streams—like our work with OptionCircle.
Intelligent data pipelines
Natural-language interfaces over complex data platforms, reducing analyst query time from hours to seconds.
Real-time threat detection
ML models for cyber operations that identify and mitigate threats before they escalate—deployed at enterprise scale.
Predictive maintenance
Sensor data ingestion and ML models that predict equipment failure, reducing downtime by 10–40% across industrial operations.
Support automation
AI assistants grounded on your knowledge base—handling tier-1 queries with accurate, on-brand responses 24/7.
Developer & ops copilots
AI agents connected to your internal systems via MCP—letting engineers and ops teams automate multi-step tasks through natural language.
Audience
Built for every size of business
Whether you are validating a first AI feature or rolling automation across teams, we meet you where you are.
Startups
Validate your first AI feature fast—without building an in-house ML team. We scope, prototype, and ship.
Small Businesses
Automate the repetitive tasks eating your team's time—support triage, data entry, report generation.
Enterprises
Scale AI across teams with proper governance, security, and integration into existing enterprise systems.
Public Sector
Citizen-service AI and institutional analytics built with the compliance and data-governance rigour public programs require.
Have an AI idea?
Let's turn it into something real—fast. Tell us the problem and we'll map a path to production.