We design, build, and assure enterprise AI.
Eight service lines. Twenty-four productised AI apps. Every service can be delivered as a diagnostic, a fixed-price engagement, or a managed subscription.
AI Automation & Gap-Plugging
Fill the gaps between your big systems with AI.
Enterprise AI agents are now managed and accessible - platforms like Anthropic's Managed Agents handle the sandboxing, orchestration, and scaling. The question is no longer "can we deploy agents?" but "which processes should we hand to agents first, and how do we govern them?" We help you answer that question and execute on it.
Back-office teams are drowning in copy-paste, swivel-chair work, and your core systems can't (or won't) be extended.
Quarterly AI Automation Factory pods, fixed-price Gap-Plug assessments, or outcome-based pricing on hours saved.
A connector platform that wraps legacy systems (AS/400, on-prem ERPs, mainframes) with an AI agent layer so staff can query data and trigger actions via chat - instead of clunky screens.
A screen-recording tool that observes how employees do repetitive work, then auto-drafts an RPA+AI workflow to replace it.
A library of pre-built agentic workflows (invoice triage, contract intake, helpdesk L1, claims first-pass, procurement approvals) that clients configure rather than build from scratch.
AI Data Automation & Governance
AI is only as good as the data feeding it.
We automate the unglamorous but essential work of data discovery, lineage, quality, and policy enforcement - so your AI can be trusted by the board, by regulators, and by customers.
You don't know where your data actually lives, who owns it, or whether your policies are being enforced in production.
Time-and-materials for initial build; ongoing managed service for stewardship and enforcement.
Auto-discovers data flows across warehouses, lakes, SaaS, and on-prem stacks, then produces a living lineage map with quality and freshness scores.
Translates written data policies (GDPR, HIPAA, APP, internal) into automated enforcement rules across pipelines and access controls.
Lightweight master data management for mid-market firms who can't afford Informatica or Reltio - customers, products, suppliers, accounts unified in weeks, not years.
AI Assurance & Risk
Independent audit of every AI system you run.
The regulatory environment is accelerating - the EU AI Act labelling deadline hits August 2026, 600+ state-level AI bills have been introduced in the US, and three states have already passed laws restricting AI in health insurance. We provide independent, third-party AI assurance: audit-readiness, certification support, model risk management, and ongoing monitoring.
Your board is asking "is our AI safe, legal, and auditable?" - and nobody has a confident answer.
Fixed-price audits, annual re-certification retainers, and managed model-monitoring subscriptions.
A self-serve app that walks clients through ISO 42001, EU AI Act, and NIST AI RMF controls - tracks evidence, assigns owners, and flags gaps before the auditor finds them.
Inventory and risk-scoring app for every AI/ML model running in your company, with automated drift and bias monitoring.
Structured logging of AI failures, near-misses, and overrides - mandatory under the EU AI Act for high-risk systems.
Enterprise Architecture
Architecture that helps you decide - not decorate a wall.
Good enterprise architecture makes AI adoption cheaper, safer, and faster. Bad EA makes it impossible. We deliver TOGAF- and Zachman-aligned EA with a pragmatic bias.
You're about to make a nine-figure tech investment and nobody has drawn the target state.
T&M for strategic engagements, fixed-price for target operating models, and monthly retainers for EA-as-a-Service.
Interactive EA modelling tool (TOGAF-aligned) with AI that suggests target-state diagrams from current-state inputs and proposed investments.
A configurator that turns strategy inputs into a costed target operating model, with industry benchmark data built in.
Business capability heat-map tool tied directly to investment decisions - so the portfolio is built on evidence, not the loudest voice.
Data Strategy & Transformation
Data strategies that actually ship.
Data strategy that gathers dust is worse than no strategy at all. We build data strategies that ship - with the accelerators, cleansing, integration, and dashboards to back them up.
Your data is a mess, your reports disagree with each other, and your analysts spend 70% of their time cleaning.
Fixed-price roadmaps, managed cleansing subscriptions, and dashboard-build + run services.
A diagnostic app that scores your data maturity across eight dimensions and auto-generates a transformation roadmap.
Managed data-cleansing service delivered through a client-facing portal showing progress, records cleansed, and quality lift.
Templated analytics dashboards per industry - retail, financial services, healthcare, government - sold as a subscription with quarterly refreshes.
Cybersecurity & Shadow IT
Find the AI and SaaS you didn't know you had.
AI and shadow IT are exploding inside every enterprise - usually invisible to security teams. We surface what's really being used, map zero-trust roadmaps, and monitor for AI-specific data leakage.
You suspect employees are pasting sensitive data into public LLMs, or your SSO logs show 10x the SaaS footprint you thought.
Fixed-price discovery engagements + ongoing monitoring subscriptions.
Discovery app that crawls SaaS billing, SSO logs, and network traffic to surface unsanctioned tools, orphaned accounts, and licence waste.
Roadmap app that assesses current security posture and sequences a zero-trust rollout in realistic, funded waves.
Monitors employee use of public LLMs and flags sensitive data leakage - before it hits the news.
Strategy & Digital Roadmaps
Roadmaps that keep pace with the AI landscape.
Strategy documents age badly. We build living roadmaps - ones that keep pace with your industry, your peers, and the AI opportunity landscape.
The board wants a credible transformation story and the exec team disagrees on the first move.
Fixed-price strategy engagements + subscription roadmap tooling.
AI-driven scan of your industry that surfaces tech and AI opportunities, ranked by ROI and feasibility, refreshed monthly.
Collaborative roadmap builder with benchmarking against industry peers - so investment cases are grounded in data.
Quick-hit assessment app that produces a board-ready transformation pitch, costed and benchmarked.
AI Business Intelligence
Your data, answered - no dashboards required.
Your organisation has invested in BI tools. You have dashboards. You have licences. And yet your executives still call the analyst. The CFO still waits two days for a report. Arrochar Insight replaces that entire cycle with a conversational AI interface - ask a question in plain English, get a sourced answer in 30 seconds. Pre-configured for TechOne, Civica, Authority, and SynergySoft.
Your executives can't answer a simple data question without calling an analyst, your dashboards collect dust, and every new report requires IT involvement.
Managed SaaS subscription with onboarding sprint. Semantic layer build included. Panel-procurable for government.
A conversational AI analytics platform that connects to your live data, applies a governed semantic layer, and lets any user ask questions in plain English. No SQL, no dashboards, no training. Every answer cites its source and shows the data behind it.
The semantic layer engine that maps raw data to governed business metrics - rates revenue, budget vs actual, leave liability, DA determination times. Resolves inconsistencies and enforces definitions before the AI ever touches them.
Ready-made data connectors for TechOne, Civica, Authority, SynergySoft, and SharePoint. Read-only, scheduled sync, no data leaves your environment. Configured for IPR frameworks and Local Government Act obligations.
How we engage
No open-ended retainers. Clear scope, fixed timelines, concrete deliverables - then either hand over, or stay to run it.
Discovery Call
30-minute conversation to understand your situation and recommend a starting point. No pitch, no pressure.
Scoped Sprint
2-6 week engagement with defined deliverables - frameworks, roadmaps, architecture, audits - not just advice.
Implement or Hand Over
We embed with your teams to implement, or equip your people to run with it. No dependency created.
Not sure which service fits?
Book a free 30-minute call. We'll map your situation and recommend a starting point - usually an AI Opportunity Diagnostic or a Gap-Plug assessment.
Book a Free Consultation →