Work

Where the work is focused.

Praxis Advisory helps leaders make consequential choices about analytics, AI, and measurement when the answer is not just a better model.

Start with the decision, not the tool.

The work starts with the operating question: what decision is being made, who owns it, what evidence is strong enough, and what changes when the analysis is right. Models and dashboards matter, but only as part of a system leaders can use, challenge, and improve.

Evidence signals, models, tests
Decision rights who acts, reviews, escalates
Action scale, stop, revise

AI operating models

Helping firms use knowledge-base design as both an operating improvement and a capability-building program: teams learn agentic workflows while building a system that makes prior work easier to find, test, and reuse.

Knowledge systems · build or buy · adoption

Commercial analytics

Testing whether targeting, promotion, and performance measurement are producing real evidence or only tidy-looking confidence.

Measurement · lift · incentives

Executive decision systems

Building routines for how analytic signals are reviewed, challenged, escalated, scaled, or stopped.

Authority · routines · judgment

Typical questions.

Where should AI change the operating model, not just the tooling? Clarify which decisions, roles, and controls need to change before deployment.
What should a firm build, buy, or deliberately learn by building? Use internal knowledge-system work to improve reuse of prior work while training teams on agentic workflows.
Which commercial analytics are strong enough to guide investment? Separate useful lift, attribution, and targeting evidence from overfit confidence.
What controls make leaders faster without making them reckless? Set practical thresholds for trust, review, escalation, and sunset decisions.