AI agents

A team of analysts
that never sleeps.

Three specialized agents — competitor, market, and customer-voice — each tuned to a signal class and running continuously against your taxonomy. They do the monitoring so your humans can do the thinking.

See them running → How the platform works

The crew

Three agents.
One strategic picture.

Competitor analyst

Watches the companies you compete with.

Tracks product, pricing, positioning, and people across every competitor you care about. Tags each move with the team or thesis it signals, and drops the critical ones into your Living SWOT.

Best for: product, PMM, and CI teams.

ACME · pricing — Enterprise tier dropped the 20% annual discount
ACME · people — New VP Growth ex-Figma
NORTHWIND · product — Async collaboration in private beta
CONTOSO · positioning — Homepage hero shifted from "platform" to "assistant"

Market researcher

Watches the category around you.

Surfaces emerging entrants, funding shifts, category taxonomy changes, and analyst coverage. The early-warning system for "a new thing is becoming a thing" — before it shows up in your board deck as a missed-it.

Best for: strategy, corp dev, and executive teams.

Category — Three Series A's in your segment this quarter
Analyst — Gartner added "signal triage" as a named capability
Budget — 18% of CI spend shifting from agencies to software
Entrant — Stealth-mode team, 4 ex-Klue hires, SF lease signed

Customer voice

Watches what buyers are actually saying.

Mines G2 and TrustRadius reviews, Reddit and Slack communities, podcast transcripts, and public call summaries for the themes that are about to show up in your next QBR — so you can address them now, not then.

Best for: product marketing, customer success, and founders.

Theme — "Pricing is confusing" up 38% MoM in G2 review snippets
Objection — "Not enough integrations" dominating lost-deal notes
Praise — Initech's onboarding called out in 6 recent podcasts
Churn signal — 3 mentions of "switching to Acme" in support threads

How each agent works

Specialized models.
Shared strategic context.

01 · Scope

Each agent is scoped to a signal class.

One crawls competitor pages, one watches the category, one listens to buyer voice. No jack-of-all-trades — specialization beats breadth.

02 · Context

All three share your strategic taxonomy.

Your ICP, positioning, threat tiers, and category definition feed every agent — so "pricing moved" means something different for you than for your neighbor.

03 · Cadence

24/7 runs, human QA on the gray zone.

Agents run continuously; when a signal lands in the boundary between classes or thresholds, a human analyst labels it before it reaches you.

04 · Output

Everything converges on your Living SWOT.

No matter which agent caught the signal, it ends up on the right quadrant with source, score, and timestamp — ready for your decision.

Public sources only · Human-in-the-loop QA on boundary signals

A team of analyststhat never sleeps.

Three agents.One strategic picture.