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AI Operations & Digital Engineering

Workflow automation, AI agents, and enterprise software — all from one team.

We build operational AI systems and custom software for mid-market businesses. From AI workflow pipelines to enterprise portals, every engagement ships something that runs.

AI Operations — 01

Operational AI that runs without supervision.

Autonomous workflow systems, intelligent agents, and process automation for operations teams.

07
N8NWorkflow OrchestrationLLM Pipelines

AI Workflow Automation

Orchestrated pipelines that make decisions, not just move data.

Most workflow automation stops at "if this, then that." We go further: multi-step pipelines with LLM decision nodes that classify, extract, route, draft, and es…

  • 6–12 hours of manual analyst work eliminated per week per pipeline
  • LLM classification accuracy >94% on domain-specific document types after fine-tuning
  • Sub-60-second end-to-end processing for workflows that previously took 24–48 hours
08
AI AgentsLangChainAutoGEN

AI Agent Development

Autonomous agents that work through problems, not just respond to prompts.

AI agents are LLM-powered systems that can use tools, maintain memory across sessions, plan multi-step action sequences, and hand off to other agents. We build …

  • Knowledge work tasks completed in minutes that previously took hours of analyst time
  • Consistent, auditable reasoning traces for every agent decision — no black-box outputs
  • Multi-agent pipelines where specialist agents (researcher, writer, critic) collaborate on complex deliverables
09
BPAProcess MiningRPA

Business Process Automation

End-to-end digitisation of your most complex manual processes.

Business process automation at this level isn't workflow tooling — it's process re-engineering backed by software. We begin with process mining (using your exis…

  • 40–70% reduction in process cycle time from submission to completion
  • Elimination of process steps that exist only because "that's how it's always been done"
  • SLA compliance visibility — know in real time which items are at risk before they breach
10
CRMHubSpotSalesforce

CRM Automation

A CRM that works for your team — not the other way around.

CRM failure is almost always a systems problem, not a people problem. When data entry is painful, enrichment is manual, and follow-up reminders require discipli…

  • CRM data completeness lifted from typical <60% to >90% through automated enrichment and mandatory field enforcement
  • Lead response time cut from hours to under 5 minutes through automated assignment and outreach triggering
  • Zero manually missed follow-ups — every open deal in the pipeline has a scheduled next action
11
Internal ToolsRAGVector Search

Internal AI Tools

AI tools built for your context — not the internet's.

The gap between a generic ChatGPT wrapper and a genuinely useful internal AI tool is the data and context layer. We build internal tools that connect to your ac…

  • Research and briefing tasks completed in 5–10 minutes that previously took 2–3 hours of manual work
  • Consistent, on-brand outputs for repetitive content tasks (proposals, reports, client communications)
  • New staff onboarding accelerated — AI assistant answers process questions instantly, reducing senior staff interruption load
12
Enterprise AIAzure OpenAIAWS Bedrock

Enterprise AI Integration

Production-grade AI in your enterprise stack — with the governance to match.

Enterprise AI projects fail most often at the last 20%: moving from a working demo to a system that passes security review, handles enterprise data residency re…

  • AI capability deployed into production in an architecture that passes enterprise security review
  • Data residency requirements met — no customer or regulated data transiting public model endpoints
  • Full prompt and response logging with PII redaction, retention policies, and access controls
13
AI ChatVoice AISupport Automation

AI Customer Support Systems

Tier-1 support that resolves at 2am with the same quality as 2pm.

AI-first support doesn't mean removing humans — it means deploying humans where they have the most impact. We build layered support systems: an AI chat and emai…

  • 55–75% of tier-1 queries resolved by AI without human involvement within 90 days of deployment
  • Average first-response time reduced from hours to under 60 seconds for chat and email channels
  • CSAT scores maintained or improved — AI resolves faster than humans on the query types it handles
14
AI StrategyOperational AuditROI Mapping

AI Operations Consulting

Understand exactly where AI moves the needle in your business — before you spend a pound on implementation.

The consulting engagement exists because we've seen too many businesses spend six figures on AI implementation that delivers nothing — usually because the disco…

  • Clear, prioritised map of AI automation opportunities — ranked by estimated ROI, implementation complexity, and time-to-value
  • Honest "build vs. buy vs. configure" recommendation for each opportunity, with specific tool shortlists
  • AI readiness assessment — data quality, system integration feasibility, and organisational change requirements for each opportunity
Digital Engineering — 02

Custom software built for your operation.

Portals, mobile apps, MVPs, and system integrations — delivered by engineers who understand your business.

01
AI AgentsWorkflow AutomationRPA

AI & Automation

Automate the work that's slowing your team down.

From report generation and data reconciliation to customer communications and approval workflows, we build intelligent automation that runs without supervision.…

  • 8+ hours saved per team member per week
  • Elimination of manual data entry and reconciliation
  • Automated customer communication pipelines
02
Web AppsCustomer PortalsSaaS Platforms

Web & Portals

Customer experiences they actually return to.

We build fast, scalable web applications — from customer portals and internal tools to SaaS platforms and marketplaces. Our full-stack approach means a single t…

  • Reduced support volume through self-service features
  • Improved customer retention and NPS scores
  • Streamlined internal operations via role-based portals
03
iOSAndroidReact Native

Mobile Apps

Operations in your team's pocket — anywhere.

Whether your team is in the office, in the field, or with a customer, your mobile app should work flawlessly. We build iOS and Android apps using React Native a…

  • Field teams connected to real-time business data
  • Reduced clipboard and paper-based processes
  • Push notification-driven customer engagement
04
MVP4-week sprintsStartups

MVP Development

Test your idea with real users — before you over-invest.

We help founders, product leaders, and innovation teams get their ideas in front of real users fast. Our 4-week MVP sprint scopes aggressively, builds only what…

  • Working product in users hands within 4 weeks
  • Real usage data to inform investment decisions
  • Validated or invalidated core assumptions
05
APIsMiddlewareETL

Systems Integration

Make all your tools finally talk to each other.

We build the middleware, APIs, and event-driven pipelines that connect your entire software stack. When a deal closes in your CRM, your ERP should know. When a …

  • Single source of truth across all business systems
  • Eliminated manual data re-entry between platforms
  • Real-time data flow between CRM, ERP, and billing
06
Legacy MigrationRefactoringCloud Migration

Modernisation

Replace the legacy system that's holding you back.

Legacy systems are a tax on your business. They slow down your team, limit your integrations, and cost a fortune to maintain. We help you move to modern archite…

  • Reduced infrastructure and maintenance costs
  • Modern codebase that new engineers can understand
  • Cloud-native architecture with auto-scaling
How it works

From problem to production in weeks, not months.

Every engagement follows the same five-step process: Discovery → Scope → Build → Test → Hand over. No surprises, no scope creep.

See our process
01Discovery5–7 days
02Scope & Design1–2 weeks
03BuildSprint-based
04Test & Refine1 week
05Launch & Hand overClean delivery

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