Three levers to activate AI, one shared foundation to deliver on the promise.
CONVICTION
AI isn't just another project or POC. It's a lever you plug in wherever there's value to defend, create or accelerate. Visian has drawn three readings from it, depending on the problem that matters most in the organisation today: cut costs, boost performance or create growth drivers.
Whatever the offering, the approach stays the same: a technical foundation, MCP connectors ready to plug into existing systems, and a team that steers from executive framing to run.
The 3 levers
Cost-killing.
Overhaul of legacy apps, cloud FinOps, SaaS rationalisation, back-office automation.
▸ Example workstreams
Cost mapping · Prioritised reduction plan · 1st workstream launched.
Performance.
Business copilots, workflow agents, document RAG, faster dev delivery.
▸ Example workstreams
Opportunity diagnostic · Pilot agent or copilot · Scale roadmap.
New business.
AI-native product, data monetisation, adjacent markets, 90-day prototyping.
▸ Example workstreams
Opportunity scan · Business case · Market-testable prototype.
Shared foundation · cross-cutting
A productised AI stack, MCP connectors ready to plug into existing systems, and a team that steers from framing to run.
A productised AI foundation, deployed on the target IS, operated by Visian.
Model Context Protocol connectors ready to plug into existing systems.
An experienced team from executive framing to run.
Method
No POC that drags on. Fast framing, a pilot in production, then scaling.
01 · Frame
2 to 4 weeks
Executive workshop, opportunity mapping, selection of a first high-ROI workstream, and alignment on measurement.
02 · Build
6 to 12 weeks
Build of a pilot agent or copilot, plugged into systems via MCP, deployed to a target scope. Value measured from the first month.
03 · Scale
From month 4
Industrialisation on the shared foundation, team training, augmented run and a roadmap of the next workstreams, steered by the value generated.
A 30-minute conversation is enough to identify the most relevant offering and frame the first workstream to launch.
