Data and AI Consultancy
AI SERVICES
AI systems built for operations, not demos.
We build AI automation, AI agents, and AI chatbots using your business data, workflows, and operational systems.
AI Automations
AI Agents
Chatbots
— AI AUTOMATIONS
Your team's time is worth more than data entry.
We automate the repetitive, rule-based work that's consuming your operations, using AI that runs on your data.
What We Automate
Monthly reports that take three days to produce. Automated.
Data reconciliation and reporting
Automatically updating customer and prospect records with data from multiple sources.
CRM data enrichment
Extracting structured data from contracts, forms, and unstructured documents using document intelligence.
Document processing
Extracting data from invoices, matching to purchase orders, flagging exceptions. Done.
Invoice processing & financial operations
Monitoring your operational data and sending targeted alerts when something needs human attention.
Operational exception alerting
TECHNOLOGY STACK
Power Automate
Azure OpenAI
Azure Logic Apps
Python
Document Intelligence
Microsoft Copilot Studio
Typical Engagement
Included
4–8 weeks per automation program
ROI Analysis
Our Approach
We start with a process audit — mapping the workflows where your team is spending the most time on low-value, repeatable work. We then build automations with clear ROI: time saved, error rate reduced, cost per transaction.
We don't build automations that create new dependencies. Every solution is documented, testable, and maintainable by your internal team.
— AI AGENTS
Automation follows rules. AI agents make decisions.
Traditional automation is rule-based: if X happens, do Y. AI agents are reasoning-based: given a goal and context, work out what to do next, take action, and adapt if the situation changes.
This makes them suited to tasks that have too many edge cases for simple automation but are still too time-consuming and repetitive to justify a human doing them.
We build purpose-built AI agents that handle complex, multi-step operational tasks — the work that's too variable for traditional automation.
Agents We Build
Research and Analysis Agents
Given a brief, gather information from multiple internal and external sources, synthesise it, and produce a structured output.
Sales intelligence agents
Monitor your CRM, prospect data, and market signals. Surface the right accounts for your team to focus on.
Customer Operations Agents
Triage inbound requests, gather required information, make routine decisions, and escalate to humans only when needed.
Supply chain and operations agents
Monitor supplier data, inventory levels, and order patterns. Identify issues and initiate responses before they escalate.
Clinical and compliance agents
For regulated industries: agents that monitor patient or compliance data against defined criteria and surface exceptions for human review.
TECHNOLOGY STACK
Azure OpenAI
Custom APIs
LangChain
Python
Power Platform
Microsoft Copilot Studio
Typical Engagement
Scoped by
8-16 weeks
Agent Complexity
Beyond Simple Automation
Agents are suited to tasks with too many edge cases for simple automation — but still too time-consuming and repetitive to justify a human doing them every time.
We scope each agent to a specific operational domain, then build reasoning and escalation logic that keeps humans in the loop where it matters.
— CHATBOTS
Your team shouldn't have to search for information that already exists.
We build AI chatbots that surface the right answer from your business's own data instantly.
Types of Chatbot We Build
Internal Knowledge Assistants
Connect to your documentation, policies, process guides, and internal systems. Your team asks a question in plain language and gets the answer.
Data query chatbots
Let your non-technical team ask questions about your data in plain English. "What were our top ten customers by revenue last quarter?" No SQL required.
Customer-facing Support Chatbots
Handle the 60–70% of customer queries that have a known answer, with a clean handoff to your team for everything else.
Onboarding assistants
For businesses with complex products or services, a chatbot that guides new customers or new staff through the information they need.
TECHNOLOGY STACK
Azure OpenAI
Azure AI Search
SharePoint
Retrieval-Augmented Generation (RAG)
Microsoft Copilot Studio
Power Platform
Typical Engagement
Pricing
4-10 weeks
Fixed price for standard implementations
What makes ours different
We ground every chatbot in your actual data. We don't build generic Q&A bots that hallucinate. Every answer is sourced from documents and data you control, with citations.
We also build with enterprise-grade security in mind. Your data stays in your environment. We don't send it to third-party models unless you explicitly choose to.