01
Growth and marketing
Research audiences, prepare campaign briefs and review performance using your positioning, customer context and approved evidence.
AI EnablementMake AI useful.
Make AI useful.
Across the working day.
We implement AI around the work your teams already do. From workspace setup and company knowledge to repeatable team workflows and system connections, we build the conditions for useful daily adoption.
Role specific workspaces · skills · integrations
Related workAura Health2 to 4 weeksto a focused working proof
Senior engineeringresponsible for the implementation
Magus.AI ENABLEMENT
AI across the working day
Example01
MarketingCampaigns and customer research
02
FinanceReports and variance reviews
03
OperationsAnswers and case preparation
Useful workflows built for the people doing the work.
Bring company knowledge into the team’s work.
01 · THE WORK
Built around the way your business works
We implement AI around the work your teams already do. From workspace setup and company knowledge to repeatable team workflows and system connections, we build the conditions for useful daily adoption.
02 · THE IMPLEMENTATION
Where we put it to work
02
Finance and operations
Prepare reports, investigate variances and retrieve the records behind a question without rebuilding context every time.
03
Customer and internal teams
Find applicable guidance, prepare responses and turn recurring questions into repeatable workflows.
03 · THE IMPLEMENTATION
What the implementation includes
01
A configured environment
Match access, data handling and workspace setup to the teams and information in scope.
02
Useful team workflows
Build reusable instructions, knowledge sources and tool connections around recurring tasks.
03
Adoption through delivery
Test with the people doing the work, provide practical training and improve the implementation from real feedback.
IMPLEMENTATION EXAMPLE
A commercial review pack grounded in company data
The finance and commercial teams prepare the monthly trading review.
THE EVIDENCE
What the system needs
- Approved orders, refunds and cost definitions
- Campaign and product performance records
- Prior review packs and agreed reporting templates
THE CHECKS
What this example checks
- Use the same period, cohort and metric definitions as finance.
- Separate observed changes from suggested explanations.
- Link a claim to its source and expose missing data instead of completing it from assumption.
THE WORKING RESULT
What reaches the team
A sourced review pack: what changed, which products or cohorts drove it, and questions that need an owner.
The decision boundaryFinance confirms the figures. Commercial leaders decide pricing, spend and the next investigation.
WHAT THIS EXAMPLE WOULD TEST
Compare the pack against one signed off reporting period. Measure corrections, unsupported claims, preparation time and whether the team can repeat the workflow.
Illustrative implementation scope. This describes a possible build, rather than a claimed client result.
05 · THE WORK
A practical first project
Start with one team and a small set of recurring tasks. Measure the quality of its outputs, the effort needed to review them and whether people return to the workflow in daily work.
A focused proof of concept ships in 2 to 4 weeks. Production scope follows the evidence, including integrations, testing, rollout and support.
SOLUTIONS WE BUILD
From the service to the system.
Claude Implementation
Claude implementations for teams, with company knowledge, repeatable workflows and connected tools.
OpenAI / GPT Implementation
ChatGPT team rollout, connected assistants and OpenAI powered workflows tailored to your business.
Internal AI Tools & Copilots
Internal assistants and workbenches that help teams research, review and act with the right context.
RAG & Knowledge Systems
Company knowledge systems with relevant sources, current versions and appropriate access.
YOUR NEXT STEP
Where should AI become part of your team’s working day?
Bring us one workflow, real examples and the people who know the work. We’ll identify a practical first build.