The technology layer.
Autonomous workflows that support diligence, packaging, and deployment — after human judgment sets direction.
01
Research Agent
Aggregates filings, market structure, peer sets, and public signals — then structures what matters for your thesis. Built for diligence speed, not academic completeness.
What it replaces
- Manual screen-scraping
- Analyst all-nighters
- Fragmented bookmarks
What it delivers
- Source-tied summaries
- Comparable maps
- Hypothesis-ready inputs
02
Digital Footprint Agent
Runs structured passes on SEO, traffic, backlinks, and brand sentiment — the diligence layer traditional books rarely cover in depth.
What it replaces
- One-off SEMrush exports
- Vanity keyword reports
- Gut-feel "they rank well"
What it delivers
- Trend-normalized traffic view
- Authority vs. peers
- Risk callouts
03
Synthesis Agent
Combines financial, market, digital, and ops signals into a single narrative arc — always edited by a human who owns the recommendation.
What it replaces
- Slide soup
- Copy-paste sections
- Inconsistent storylines
What it delivers
- Exec storyline
- Scenario branches
- Falsifiable claims list
04
Competitive Intel Agent
Tracks positioning, pricing signals, hiring, and share-of-voice shifts so "no competitors" does not survive first contact with reality.
What it replaces
- Static comp matrices
- Quarter-old screenshots
- Anecdotal win/loss
What it delivers
- Living comp set
- White-space hypotheses
- Threat prioritization
05
Attribution Agent
Rebuilds funnel truth across analytics, CRM, and payments so investor or buyer questions get answers that survive follow-up.
What it replaces
- GA4 without intent
- Spreadsheet bridges
- Mismatched UTM hygiene
What it delivers
- Join logic documentation
- Channel ROIC view
- Data room tables
06
Risk Flag Agent
Surfaces operational, customer, and compliance-adjacent signals that belong in a risk register — not buried on slide 47.
What it replaces
- Informal "someone mentioned…"
- Post-close surprises
- Unlogged dependencies
What it delivers
- Risk register draft
- Severity + owner suggestions
- Open questions for counsel
07
Deployment Agent
After strategy sign-off, maps workflows, integrations, and QA paths for agent-backed execution — scoped, governed, reversible.
What it replaces
- Shadow IT automations
- Unowned bots
- Mystery cron jobs
What it delivers
- Runbooks
- Staging plans
- Human escalation paths
08
Reporting Agent
Packages weekly or milestone briefs with methodology, deltas, and decisions — so leadership and advisors stay aligned without another standing meeting.
What it replaces
- Status theater
- Version chaos
- Orphan charts
What it delivers
- Exec brief rhythm
- Source appendix
- Action stack