Research

Field notes from the frontier of applied AI.

What we're learning building Claude and ServiceNow systems in production — shared openly, so your team can move faster and avoid the expensive mistakes.

Featured
Applied AI · 9 min read

Putting Claude into production: what actually breaks, and how to prevent it

The gap between a convincing demo and a system you can trust at scale is mostly engineering discipline. Here's the checklist we run on every deployment.

Putting Claude into production: what actually breaks, and how to prevent it
Latest insights
Strategy · 6 min

Buy, build, or integrate: an AI decision framework for leaders

How to decide where to invest — and where to wait — across an AI roadmap.

ITSM · 5 min

Cutting resolution time with AI inside ServiceNow

Where generative AI actually moves the needle on service management metrics.

Integration · 7 min

Claude to anything: patterns for connecting AI to your stack

MCP, secure APIs and the integration patterns that keep AI close to your data.

Governance · 6 min

AI governance for regulated industries: a practical baseline

A minimum viable framework for shipping AI in finance, healthcare and the public sector.

Agents · 8 min

Designing agentic workflows enterprises can trust

Autonomy is easy to demo and hard to govern. The guardrails that make agents safe.

ServiceNow AI · 7 MIN

Now Assist and Otto: where ServiceNow’s AI earns its keep

A grounded look at which AI features deliver ROI today...

Working on something hard? We're happy to compare notes.

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