AI agent and chatbot development for UK SMEs

Many UK SMEs want to harness artificial intelligence but lack the internal technical capability or time to build reliable tools. Off-the-shelf chatbots often rely on rigid scripts that frustrate customers and fail when questions deviate from predetermined paths. Up-Stride develops intelligent agents that understand natural language, reference internal knowledge, and perform defined business tasks accurately.

Whether serving website visitors around the clock or assisting internal staff with operational data, our conversational solutions are tailored to your company. By taking care of repetitive communications and lookups, AI agents allow your existing team to focus on strategic customer relationships and high-value work.

• Front-line customer enquiry routing and automated resolution
• Internal staff support agents that search and summarize company data
• Interactive sales assistants providing live guidance and account briefings
• Document-reading agents that extract structured data from complex files

Working with Up-Stride gives you an experienced partner who translates complex machine learning concepts into dependable, straightforward tools. Founded by Mark Blake, who brings 25 years of experience building, scaling, and advising businesses at C-suite and MD level, we align every technical build directly with practical commercial goals.

We build conversational agents that connect cleanly with your databases, customer records, and software workflows. Every implementation includes robust validation and human-in-the-loop controls, ensuring that your team retains oversight while the agent handles everyday administrative volume.

• Initial discovery to identify high-friction communication and operational bottlenecks
• Data preparation and secure grounding using your operational records
• Iterative development with strict safety guardrails and human oversight
• Deployment, team onboarding, and ongoing performance refinement

Practical AI tools deliver the greatest value when they remove repetitive data entry and make technical information instantly usable. In our work with a fire protection contractor, estimators previously retyped fire-door surveys and inspection spreadsheets into quotes by hand, consuming hours of valuable technical time.

We developed an AI quoting tool that reads survey PDFs and inspection sheets, lets estimators adjust quantities and margins, and creates the draft sales order in the ERP with a remedials breakdown. By grounding intelligent systems in structured business data, teams achieve faster turnaround times while maintaining rigorous quality checks.

• Surveys become quotes without retyping
• Drafts can be saved and resumed by estimators
• Every quote sent to the ERP has an audit trail

An AI chatbot is only as good as the knowledge base behind it. We build agents that ingest, index, and query your actual operational documentation, from service catalogues to technical manuals, ensuring every answer provided to clients or staff is accurate and relevant.

For an engineering firm client, engineers frequently rewrote technical project documents from scratch because past knowledge was buried across large PDF archives. We implemented a document platform that ingests and classifies large PDF archives and drafts structured project documents from past projects, with every statement traceable to its source, human review before export, and full version history. That same principle of verifiable, source-backed intelligence underpins every agent we deploy.

• Custom models grounded exclusively in your approved business materials
• Traceable source referencing so responses can be audited instantly
• Clean handoffs to human team members whenever complex input is required
• Integration into customer service desks, ERP systems, and internal communication channels