AGENTS · MODEL CONTEXT PROTOCOL
Agents that read the room.
SW Platform exposes its capabilities as a constellation of specialized agents, each fluent in your domain. Talk to one. Talk to many. They coordinate.
REVIEWS-NLP
The aspect listener.
Decomposes 10,000 verbatims into attribute / opinion / emotion tuples in seconds. Knows your category taxonomy. Speaks back the structured opinion graph.
PULSE-SIGNAL
The early warner.
Watches every channel for shifts. Cross-correlates social, reviews, search, support signals. Pages you before the next board meeting, not after.
ECHO-LLM
The synthesizer.
Answers business questions in your category's voice. Cites sources. Builds the downloadable Insight Plan. Remembers your last 50 conversations.
STUDIO-DESIGNER
The study composer.
Translates a strategic question into a runnable study. Picks samples, segments, platforms. Estimates cost and statistical power. No wizards.
TRENDS-FORECAST
The gradient watcher.
Detects what is rising in your category before it reaches the brief. Multi-horizon ARIMA + Bedrock LLM critique. Flags only the top of the gradient.
METHOD-LINEAGE
The provenance keeper.
Every insight ships with its trail: which verbatims, which model, which version, which confidence. The audit trail is not a feature — it is the architecture.