Platform-agnostic. We fit your stack.

Amazon's cloud — compute, storage, networking and 200+ managed services.

In practice — Host your pipelines and platforms on infrastructure that scales with demand and never needs a server room.

Microsoft's cloud, deeply integrated with Office 365, Fabric and Dynamics.

In practice — The natural home when your business already runs on Microsoft — we deploy straight into your tenant.

Google Cloud

Google's cloud platform with best-in-class data and AI services.

In practice — BigQuery-centred analytics stacks and Vertex AI workloads at petabyte scale.

Docker

Containerisation — package software so it runs identically everywhere.

In practice — Every system we ship is containerised, so it moves between laptop, server and cloud without breaking.

Kubernetes

Orchestrates containers at scale with self-healing and auto-scaling.

In practice — Keeps your critical automations running 24/7 — if a process dies, it restarts itself.

Terraform

Infrastructure as code — entire environments defined in version-controlled files.

In practice — Your whole environment can be rebuilt from scratch in minutes, not weeks.

Snowflake

Cloud data warehouse that separates storage from compute.

In practice — One governed home for all your data — finance, ops and sales querying the same trusted numbers.

Databricks

Unified lakehouse for data engineering, ML and analytics on Spark.

In practice — Heavy transformation and machine learning on the same platform your analysts already query.

BigQuery

Google's serverless warehouse — SQL over petabytes in seconds.

In practice — Instant analytics with zero infrastructure to manage — you pay only for the queries you run.

Microsoft's all-in-one analytics platform uniting warehouse, lake and Power BI.

In practice — End-to-end analytics inside your existing Microsoft 365 licence footprint.

PostgreSQL

The world's most trusted open-source relational database.

In practice — The operational backbone behind the portals and platforms we build — reliable and licence-free.

MongoDB

Document database for flexible, fast-changing data structures.

In practice — Powers apps where the data shape evolves weekly — no rigid schemas slowing you down.

Apache Airflow

Industry-standard workflow orchestrator for scheduled data pipelines.

In practice — Runs your nightly loads, retries failures automatically and alerts us before you notice.

Transforms raw data into tested, documented, analysis-ready models.

In practice — Every business metric defined once, tested on every run — no more 'whose number is right?'.

Apache Spark

Distributed processing engine for very large datasets.

In practice — When your data outgrows a single machine — billions of rows transformed in minutes.

Apache Kafka

Real-time event streaming backbone for high-volume data in motion.

In practice — Orders, sensor readings or transactions flowing into your dashboards the second they happen.

Managed connectors that sync 500+ sources into your warehouse.

In practice — Salesforce, Xero or SAP data landing in your warehouse hourly — zero maintenance.

Airbyte

Open-source data integration with a huge connector catalogue.

In practice — Cost-effective syncing for the long tail of niche systems your business runs on.

GPT-4/5 family — frontier reasoning, drafting and analysis models.

In practice — Reads your contracts, drafts your replies, extracts data from documents at human quality.

Anthropic Claude

Frontier models known for long-context reasoning and reliability.

In practice — Digest a 200-page tender pack and produce a structured summary your team can act on.

Google Gemini

Multimodal models with native web grounding and huge context windows.

In practice — Analyses images, spreadsheets and live web data together in one workflow.

Meta Llama

Open-weight models you can run on your own infrastructure.

In practice — AI on sensitive data that never leaves your building — full data sovereignty.

Mistral

Efficient European open and hosted models with strong price-performance.

In practice — High-volume classification and extraction where cost per call matters.

OpenAI models inside your Microsoft tenancy with enterprise controls.

In practice — GPT-class AI under your existing compliance, networking and billing umbrella.

LangChain

Framework for chaining LLMs with tools, memory and data.

In practice — The plumbing behind agents that query your ERP, reason, then take action.

Data framework connecting LLMs to your private documents and databases.

In practice — Lets an AI assistant answer from your SOPs, contracts and wikis — with citations.

n8n

Source-available workflow automation with 400+ integrations and AI nodes.

In practice — Visual automations your own team can read, tweak and extend after handover.

Multi-agent framework — specialised AI agents collaborating on tasks.

In practice — One agent researches, one drafts, one checks — a digital team working your queue.

Hugging Face

The open-source AI hub — models, datasets and inference tooling.

In practice — Specialised models for niche tasks: OCR, classification, speech, translation.

Open standard connecting AI agents to tools and systems safely.

In practice — Future-proof agent integrations that aren't locked to any single vendor.

Managed vector database for semantic search at scale.

In practice — Your AI finds the right clause across 100,000 documents in milliseconds.

Open-source vector database with hybrid keyword + semantic search.

In practice — Self-hosted knowledge search when data residency rules apply.

Qdrant

High-performance open-source vector search engine.

In practice — Blazing-fast similarity search behind recommendation and matching features.

pgvector

Vector search inside PostgreSQL — no extra database to run.

In practice — Adds AI-powered search to your existing database with zero new infrastructure.

Microsoft's enterprise retrieval service with built-in ranking.

In practice — Grounded, cited answers over SharePoint and Office content out of the box.

Microsoft's BI platform — the enterprise reporting standard.

In practice — Live executive dashboards inside the Office ecosystem your team opens every morning.

Best-in-class visual analytics and data exploration.

In practice — Rich interactive visuals for teams who live in their data.

Looker

Google's governed BI layer with a central metrics model.

In practice — One definition of 'revenue' company-wide — embedded in every tool.

Grafana

Real-time operational dashboards and alerting.

In practice — Wall-mounted ops screens showing throughput, errors and SLAs live.

Metabase

Open-source BI that non-technical teams genuinely use.

In practice — Self-serve answers for everyone — without per-seat licence costs.

Streamlit

Turns Python analyses into shareable data apps fast.

In practice — Bespoke forecasting and what-if tools delivered in days, not months.

SAP

The global enterprise ERP standard for finance and operations.

In practice — We extract, sync and write back to SAP so your teams stop re-keying data.

Enterprise databases, EBS and Fusion cloud applications.

In practice — Deep Oracle integration — like the $16.4M savings engine we built on Oracle ERP data.

Microsoft's ERP + CRM suite for finance, supply chain and sales.

In practice — Automations that live natively inside your Dynamics environment.

Oracle's cloud ERP for growing mid-market businesses.

In practice — Connect NetSuite financials to live dashboards and AI-driven reporting.

Sage

Accounting and payroll trusted by UK SMBs.

In practice — Invoice automation and reconciliation flowing straight into Sage.

Xero

Cloud accounting for small and mid-sized businesses.

In practice — Bank feeds, invoices and expenses reconciled automatically overnight.

The world's leading CRM platform.

In practice — Pipeline data flowing into forecasts; AI agents updating records automatically.

HubSpot

CRM and marketing automation for growing teams.

In practice — Lead scoring, enrichment and follow-up sequences that run themselves.

Enterprise IT service management and workflow platform.

In practice — Tickets triaged, categorised and routed by AI before a human touches them.

Zendesk

Customer support platform for ticketing and help centres.

In practice — AI drafting responses and resolving the routine 70% of tickets.

Zoho

Affordable full business suite — CRM, books, desk and more.

In practice — A connected stack for SMBs without enterprise price tags.

Bespoke portals built exactly around your process.

In practice — When off-the-shelf doesn't fit — a CRM shaped to how you actually sell.

Zapier

Connects 6,000+ apps with no-code automation.

In practice — Quick wins live in days — form to CRM to invoice with zero code.

Make

Visual automation platform for complex multi-step scenarios.

In practice — Branching, error-handled workflows your ops team can see and understand.

Microsoft's automation layer across Office 365 and Dynamics.

In practice — Approvals, notifications and document flows inside your Microsoft tenant.

Enterprise API management and integration platform.

In practice — Governed APIs connecting legacy systems that were never meant to talk.

Programmable SMS, voice and WhatsApp messaging.

In practice — Automated delivery updates and two-way SMS built into your workflows.

Purpose-built integrations when nothing off-the-shelf fits.

In practice — We write the connector ourselves — any system with an interface can be automated.

Team messaging where modern operations live.

In practice — Alerts, approvals and AI assistants delivered where your team already talks.

Microsoft's collaboration hub for enterprise teams.

In practice — Bots and daily digest reports posted straight into your channels.

WhatsApp Business

The world's most-used messaging channel, via official API.

In practice — Customers order, book and get updates over the app they already use.

Enterprise email — still where business actually happens.

In practice — AI reading, classifying and drafting replies to your shared inboxes.

Gmail / Workspace

Google's email and collaboration suite.

In practice — Attachment extraction and auto-filing from inbox to system of record.

Telegram

Fast, bot-friendly messaging platform.

In practice — Lightweight operational bots for field teams and instant alerts.

Python

The language of data engineering and AI.

In practice — The workhorse behind our pipelines, models and automation logic.

TypeScript

Typed JavaScript for reliable large-scale applications.

In practice — The portals and platforms we ship are typed, tested and maintainable.

React

The standard library for modern web interfaces.

In practice — Fast, responsive frontends for every dashboard and portal we build.

Node.js

JavaScript runtime powering scalable backend services.

In practice — Real-time APIs and services behind your customer-facing platforms.

FastAPI

High-performance Python framework for building APIs.

In practice — The API layer that lets your systems and our AI talk to each other.

GitHub

Version control, CI/CD and code collaboration.

In practice — Every line we write is versioned, reviewed and handed over — it's yours.