DRIFT™
AI readiness, human understanding
A diagnostic and clarity-layer framework for tracking drift in high-context systems using AI
Decision
Drift
DRIFT helps teams detect where meaning, logic, or scope has quietly drifted inside AI-inflected workflows.
It finds and flags prompts, outputs, and decisions that are reused without revalidation, and supports human-in-the-loop sensemaking to close the gap.
It works today as a diagnostic.
It will soon work as a product.
Most teams don’t fail from model misuse. They fail when vague prompts, inherited outputs, and silent assumptions become embedded in strategy.
A prompt gets reused in a new context without checking what has changed
A summary becomes gospel, but no one checks the input
A term like “performance issue” means five different things in five different meetings
The model keeps saying something that sounds right, but diverges from what your team meant
DRIFT shows you where things are starting to diverge before the system forgets how to trace it.
DRIFT surfaces semantic drift before it compounds.
Prompt Design & Input Libraries
Practice reusing with context by tracing the intent, assumptions, and reuse history of prompts before they become system logic.
AI Feature Development & Automation
Catch misalignment before it’s embedded by surfacing clarity gaps in the inputs feeding synthetic tools and workflows.
Knowledge Artifacts & Strategy Docs
Avoid building on ghost logic by identifying when outdated, ambiguous, or synthetic artifacts are still shaping active decisions.
Governance & AI-Adjacent Systems
Treat language like infrastructure by mapping how definitions, policies, and strategic narratives flow into AI-powered decisions.
Shared artifacts stay meaningful across reuse, tools, and time.
System decisions trace back to intent rather than assumption.
Execution holds steady when input and outcome are aligned.
AI responses reflect real context mitigating hidden drift.
“DRIFT helped us catch a prompt misalignment before it scaled and saved us weeks of rework.”
Director of Product Ops, Enterprise SaaS
Bring Phosphor into the room.
Workshops, decision diagnostics, and clarity audits for scaling teams and systems.