AI-first automation in real workflows
Our systems use intelligent agents to execute tasks, analyse data, and support decisions — built directly around your tools and processes.
This is capability, not novelty. The work gets done, the data stays clean, and the process is observable end to end.
What AI-first means for your organisation
- Intelligence embedded inside your processes
- Clear logic, guardrails, and accountability
- Consistent speed and accuracy
- Automation that scales cleanly
What we’ve built
Concrete systems running in production today — from media operations to structured workflows and documentation.
Campaign & media automation
- Campaign management systems (architecture, workflows, data models)
- Planning tools for budgets, placements, and spot design
- Automated creative production pipelines
AI creative & ad generation
- One-shot ad creation from structured inputs
- Prompt frameworks for consistent creative
- Systems that sync copy and visual direction automatically
Workflow & operations systems
- Booking systems for structured request → approval → scheduling flows
- Review & UGC agents that collect, classify, and generate ready-to-publish content
Domain expertise & analysis
- Operational design for media teams
- Automated proofing and documentation workflows
Example agents in production
A sample of the agent patterns we deploy. In practice, each is adapted to your tools, rules, and data.
Lead qualification agent
Enriches, classifies, updates CRM fields, and alerts your team.
Outcome: cleaner pipeline, fewer manual hours.
Support automation agent
Handles common queries, drafts responses, and escalates complexity.
Outcome: faster support, reduced ticket load.
Knowledge retrieval agent
Pulls accurate answers from documents and systems instantly.
Outcome: zero context switching.
Operations workflow agent
Runs onboarding, reporting, and multi-step data updates.
Outcome: consistent execution without supervision.
Insight & reporting agent
Collects data, analyses trends, and delivers scheduled insights.
Outcome: better decisions, backed by reliable data.
Your workflow mapped, optimised, and automated
If you can describe the steps, we can build the agent. We map the flow, design the orchestration, and deploy into your real tools.
Short call. Clear map of where agents deliver the most value.