What sets us apart. The LAN.Q IP.
Companies evolve. The classification systems haven't.
Our LAN.Q AI-powered engine dynamically remaps and reclassifies every company across portfolios.
Our key insights surface hidden exposures and identify which market forces move a company's bottom line.
Exposed to tariffs?
Mapped.
LAN.Q tracks supply-chain geography and trade-policy exposure at the business level, not the ticker level.
Using AI in its business?
Tagged.
We classify how AI shows up in a company — product, infrastructure, R&D — so AI exposure becomes visible, not hidden behind sector labels.
Multiple income streams?
Identified.
Every revenue stream is broken out. You see the actual business mix, not the single-label shorthand.
Algorithms refresh continuously, so the picture of a company is the one that exists today — not the one filed last quarter.
The Three Pillars
Research, storytelling, and compliance — integrated in one platform.
Research
Build portfolios with conviction.
Measure volatility, quantify risk, and see exactly what every holding is exposed to — all in one place, not spread across Excel, research reports, and three other tools.
- Optimize and iterate on portfolios in real time
- Surface concentration risk and hidden exposures
- Translate insights into language your investment committee understands
Model construction
Growth · Moderate-Aggressive
Allocation
Storytelling
Turn your work into the story.
Every portfolio decision becomes a client-ready narrative — written in plain language, sourced from the same data your research runs on. No more scrambling before client meetings or waiting on the investment team to provide insights.
- Translate portfolio decisions into plain-language client narratives
- Show clients exactly where their returns came from
- Insights flow straight from the investment team to advisors — no manual handoff
Portfolio review
Q3 2026 · Smith Family Trust
Sector exposure
Compliance
An audit trail you never have to chase.
Every research decision, model change, and client deliverable is automatically logged — not just what was done, but why. If a regulator asks, the answer is already on file. If a client asks, you can explain exactly why their money is where it is. Built in from the start, not bolted on at the end.
- Rationale captured, not just outcomes
- Documentation ready before the question is asked
- Every change traceable to its source
Audit trail
Today · 4 entries
Model rebalanced
14:32Reduced US tech overweight from 32% to 28%
Rationale logged
14:30Concentration risk flagged by policy threshold
Client report generated
11:08Smith Family Trust · Q3 2026 review
Allocation justification
09:54Memo attached to fixed-income reduction
Stay Connected
Everything integrated, and we're just getting started.
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