Modernize & Run

Modernize with proof. Then run it, watch it, own it

Some systems are too critical to hand to an AI tool and hope. We restructure them with a documented, test-driven parity trail. And everything we ship, agent or app, stays monitored, governed, and owned in production.

  • Migration with a documented, test-driven parity trail
  • Agent-ready modernisation: APIs, data, docs, permissions
  • Monitoring, drift detection, and audit trails in production
  • Named deliverables on a monthly retainer
Start a projectHow we engage

“Too old, or too critical, to gamble with.”

Modernisation, with a reason

Two kinds of modernisation
worth paying for

Kind A

Migration with a parity trail

For regulated and business-critical systems. AI-orchestrated, human-validated migration where the deliverable isn't just new code: it's the documented, test-driven proof that the new system behaves like the old one. Built for the audiences who will ask: auditors, procurement, your own engineers.

Kind B

Agent-ready modernisation

The 2026 reason to modernize: restructuring your system's APIs, data, docs, and permissions so AI agents can safely operate it. You're not upgrading for its own sake. You're making the system ready for what comes next.

“We'll modernise your stack” stopped being a service the day AI tools started doing rough migrations for $20 a month. What survives is proof: a parity trail someone stands behind.

Run: what happens after ship

Not maintenance. Governance and evolution

Every AI system we ship comes with the operational layer that makes it trustworthy over time:

  • Monitoring & drift detection. Knowing when the agent's behaviour changes before your customers do.
  • Human-in-the-loop escalation. Clear paths for the cases the agent shouldn't decide alone.
  • Evals & observability. Proving it works before launch, and continuously after.
  • Audit trails & compliance reporting. So the system can pass legal, procurement, and an audit. Built with regulations like the EU AI Act in view.
  • Classic run work, too. Website maintenance retainers, managed hosting, post-launch support, and ongoing product enhancements.

“Full ownership. Always.” is easy to say at launch. This layer is what makes it true in month eighteen. When the agent misbehaves, someone is accountable. That someone is us.

What's included

What lives inside Modernize & Run

AI-orchestrated, human-validated migration

With the parity-trail deliverable as the acceptance criterion.

Agent-ready modernisation

APIs, data, docs, and permissions restructured so agents can safely operate the system.

AI-operations retainer

Monitoring, drift detection, escalation, audit trails, compliance reporting.

Evals, observability & guardrails

For any AI system, including ones we didn't build.

Website maintenance & enhancements

On monthly retainers.

Managed hosting & post-launch support

The classic run layer, still done properly.

Salesforce delivery & staff augmentation

Long-term Salesforce and QA capacity: Omnistudio, Marketing Cloud, CPQ, Order Management.

Engagement shape

A retainer with named deliverables

Run engagements are monthly retainers scoped to a named system and a named set of responsibilities. Modernisation is a fixed-price project with the parity trail as the acceptance criterion.

How we engage

Where to next

The other doors

Next step

Have a system that can't afford surprises?

Tell us what it runs and what it must never break. We'll propose the safest path that still moves you forward.

Talk to an AgentAll capabilitiesSee the work

Modernisation is fixed price with the parity trail as acceptance. Run is a monthly retainer with named deliverables.