decision scientist maintained agents
monitor perception, fit, pressure, behavior
market questionagent reasoningdefended recommendation
analyze intelligence
scored signal,
scored signal,
Defended decision
governed market data becomes a scored, defensible next move
agentic scientist-built or team-created agents
scored Heptascore® + Source Reliability Score®
actionable next-best research and market moves
Agentic analysis
agents score the move
user-created agents
define question, sources, threshold, path
continuous support loop
refresh sources, scoring, review
Proprietary scoring
predective modeling augumenting
predective modeling augumenting
generative modeling
87heptascore
quantifies consumer perception, enterprise messaging, and reach strength
the perception baseline for every defended market move
92source trust
measures source lineage, freshness, bias, noise, and evidence quality
agents know which signals deserve weight before they recommend action
94confidence
shows how defensible a recommendation is before teams act
confidence rises when perception strength and evidence quality agree
78urgency
prioritizes what must move now versus what can keep monitoring
use urgency to separate market pressure from background signal
82momentum
tracks where perception is accelerating across audiences and channels
momentum points agents toward the segment already changing behavior
89message fit
scores whether claims, proof, and tone match the market moment
message fit protects teams from pushing copy the audience will not believe
86impact
connects the decision to reach, response, conversion, or risk reduction
outcome impact keeps analysis tied to business movement
Signals in action
analyze across every data family Acquire brings in
consumer + cultural perception
economic + census context
media + channel reach
competitor + category motion
first-party enterprise data
source trust metadata
How it works
from signal intake to recommended action
select the decision
layer signals
run agent analysis
score to defend
activate the insight
Next layer
intelligence must change the move
interact routes scored intelligence to customer-facing teams
FAQ
frequently asked questions
quick answers about the Analyze scoring layer
what is heptaloop Analyze?
analyze turns governed market data into a scored, defensible next move using AI agents, the Heptascore framework, source-reliability scoring, and decision-scientist support
what is Heptascore?
Heptascore is heptaloop's signal-scoring framework. it rates signals for reliability, urgency, and confidence so teams act on what matters most
how does Analyze decide what to act on?
it scores every signal across the data families Acquire provides, weights reliability and urgency, and recommends the next best action together with the evidence behind it
does Analyze replace analysts?
no. it augments decision scientists and analysts with agentic, predictive modeling so they move faster while keeping human judgment in the loop