Voice standard

Plain English.

One hundred AI and technology phrases translated into words a person would use. Replace avoidable jargon. Define a technical term once when the distinction matters.

100

terms

71

replace

29

define once

Find the normal words

Search the jargon or the meaning you need.

100 shown

agentic
able to choose and carry out steps
replace · AI
autonomous agent
AI assistant that acts without asking at each step
define once · AI
chain of thought
step-by-step reasoning
define once · AI
context engineering
deciding what information the AI receives
replace · AI
context window
how much information the AI can consider at once
define once · AI
embedding
numbers that represent meaning for similarity search
define once · AI
eval
test
define once · AI
fine-tuning
extra training for a specific job
define once · AI
foundation model
general-purpose AI model
define once · AI
function calling
structured request to run software
define once · AI
generative AI
AI that creates text, images, audio, or code
define once · AI
ground truth
confirmed answer
define once · AI
guardrail
rule or check that prevents a named mistake
replace · AI
hallucination
made-up answer
replace · AI
human in the loop
person reviews before action
define once · AI
inference
running the model to produce an answer
define once · AI
large language model
AI model that generates text
define once · AI
LLM
AI model that generates text
define once · AI
MCP
standard way an AI assistant connects to tools and data
define once · AI
model-as-judge
AI used to score another AI
define once · AI
multimodal
works with text, images, audio, or video
define once · AI
orchestration
coordinating steps and tools
replace · AI
prompt engineering
writing and testing instructions
define once · AI
RAG
look up sources before answering
define once · AI
reasoning model
model designed to spend more time solving a problem
define once · AI
retrieval-augmented generation
look up sources before answering
define once · AI
synthetic data
computer-made training or test examples
define once · AI
system prompt
standing instructions for the AI
define once · AI
token
piece of text the model reads
define once · AI
tool calling
asking software to perform an action
define once · AI
vector database
search store organized by similarity
define once · AI
vision model
AI that can interpret images
define once · AI
zero-shot
asked without an example
define once · AI
few-shot
shown a few examples first
define once · AI
release gate
final check before publishing
replace · Building
pipeline
sequence of processing steps
replace · Building
workflow
sequence of work steps
replace · Building
harness
test runner
replace · Building
scaffolding
temporary support code
replace · Building
architecture
how the parts fit together
replace · Building
infrastructure
underlying systems
replace · Building
stack
tools and services used
replace · Building
framework
named method or software library
replace · Building
observability
logs, measurements, and traces
replace · Building
telemetry
recorded system measurements
replace · Building
provenance
where the evidence came from
replace · Building
single source of truth
official record
replace · Building
feedback loop
results used to improve the next run
replace · Building
production-ready
tested for the stated real-world conditions
replace · Building
enterprise-grade
meets the named business requirements
replace · Building
scalable
handles the stated load
replace · Building
at scale
for the stated number of users or requests
replace · Building
optimized
improved by a measured amount
replace · Building
robust
works under the named failures
replace · Building
seamless
say what is actually easy or automatic
replace · Building
end-to-end
from the named start to the named finish
replace · Building
best-in-class
best by the named measure
replace · Building
leverage
use
replace · Business
utilize
use
replace · Business
facilitate
help
replace · Business
enable
let
replace · Business
empower
let
replace · Business
unlock
allow
replace · Business
delve
examine
replace · Business
deep dive
detailed review
replace · Business
landscape
field
replace · Business
ecosystem
connected products and people
replace · Business
solution
name the product or service
replace · Business
use case
job
replace · Business
pain point
problem
replace · Business
value proposition
reason to choose it
replace · Business
north star
main goal
replace · Business
flywheel
self-reinforcing cycle
replace · Business
moat
hard-to-copy advantage
replace · Business
capability uplift
measured improvement
replace · Business
paradigm shift
name what changed
replace · Business
cutting-edge
new as of a stated date
replace · Business
game-changing
changed a named result by a stated amount
replace · Business
transformative
changed a named process or result
replace · Business
revolutionary
new and measurably different
replace · Business
pivotal
important because…
replace · Business
journey
process, change, or trip
replace · Business
tapestry
collection
replace · Business
testament
evidence
replace · Business
furthermore
also
replace · Business
it's worth noting
state the point
replace · Business
in conclusion
state the conclusion
replace · Business
thought leadership
informed point of view
replace · Business
move the needle
improve the named result
replace · Business
low-hanging fruit
easiest useful change
replace · Business
operationalize
put into routine use
replace · Business
truth contract
rules for honest reporting
replace · Our shorthand
evidence spine
way to organize proof
replace · Our shorthand
narrative contract
fixed story order
replace · Our shorthand
source state
whether a source is complete, partial, or unknown
replace · Our shorthand
reading geometry
page layout
replace · Our shorthand
evidence choreography
order in which proof appears
replace · Our shorthand
distance-safe type
text large enough for the room
replace · Our shorthand
machine-readable twin
matching Markdown copy
replace · Our shorthand
agent front door
starting page for AI assistants
replace · Our shorthand