Autonomous Investment Research Platform
Nymloth runs your unique research process autonomously, shortening the path from data to insights. So you can focus on what actually compounds: judgment.
The Opportunity
Investment conviction comes from a well-curated mosaic of research. We can now access an ever-growing surface of information,1 which is no longer an advantage — but generating insight from it is. Reading it in context. Comparing it across sources, peers and periods. Weighing the qualitative against the quantitative. Across every company, simultaneously, faster than the market can. So we can synthesize a coherent view, consistently.
Nymloth is built to turn this asymmetry into your edge. Autonomous research infrastructure that runs your process across every company, every source, continuously — so that when the moment comes (an earnings miss, a sector dislocation, an activist filing), you’re not scrambling to build a view. You already have one.
How It Works
Nymloth is the infrastructure that orchestrates your research process and delivers the research assets for your investment decisions: Autonomously, at any scale, compounding with every iteration.
Creating a Workflow
Tell Nymloth how you work by building workflows block by block. Modify block instructions to reflect your style, principles, methods: what matters in an earnings call, how you structure a company overview, the models used to value companies. Configure once — deploy to any number of companies, forever.
// Your instructions become the system
"Focus on unit economics and CAC payback.
Flag management hedging language.
Output in Wall Street format."Workflows are assigned to lists. Drop a new name into your portfolio and every workflow on that list fires automatically — earnings analysis, filing review, valuation model, all in parallel. Outputs land in Google Docs and Sheets, ready to review.
20 companies or 200, processed in an hour, not weeks.
// Add Qualcomm to Portfolio
→ Earnings Analysis triggered
→ Sustainability Analysis triggered
→ Valuation Model triggered
// 3 reports delivered in ~1 hourOutputs land in Google Docs and Sheets. Leave comments, ask for changes, share with your team. The system incorporates your feedback, and every future run reflects it. No “one-shot perfection” needed — the best research is iterated, not generated.
// Your feedback compounds
Draft → your comment → revision
→ your comment → final
// Next run starts where this one left offNymloth Difference
Most AI in finance is designed top-down. Nymloth is built to make each person radically more capable. The same way coding agents won — adopted by individuals, not selected by committees.
Nymloth reads a filing the way you would — with context about the company, your investment thesis, and what changed since last quarter. It doesn’t retrieve document fragments. It reasons through them, connecting information across sources to build a complete picture.
Outputs read like they came your clone, having 10x more tools and 10x more time than you have. Because the system learns your preferences, structures, and investment philosophy — and applies them to every output. Indistinguishable from how work already happens.
No setup. No sales call. No IT department needed. Usage-based pricing, no contracts, no minimums. Designed for a 2-person fund the same as for a 200-person firm. We build for investors.
Google Docs. Google Sheets. Excel. Word. No new interface to learn. No learning curve. Iterate by commenting, just like you would with a human analyst. Version history built in. Share with anyone, human or agent.
Use Cases
Whether you manage a concentrated book or screen across hundreds of names, Nymloth adapts to your process — not the other way around.
Whether you manage a concentrated book of 15 names or screen across 200, Nymloth maintains a living knowledge base for every company, one anchored to your investment style, your process, and the history you’ve built with each name. Research does not mean late nights — it means reviewing completed work in the morning.
The best investors know that being lucky is a skill. Volatile earnings? Market crash? Spin up an analyst army in minutes. Reduce the unknowns faster than your competitors can. Full decision readiness, exactly when careers are made.
Your managers know every name in their book — you have to take their word for it. Nymloth gives you the depth to challenge your managers with substance, not just the right to ask questions. You own the outcome. You should own the analysis. Responsible stewardship demands real tools.
Fund B increased tech allocation from 28% to 41% over two quarters — exceeds mandate threshold. Fund D letter tone shifted defensively, increased cash position to 18%...
Research rewards differentiation. Nymloth gives independent researchers and lean teams the production capacity of a full desk. The hours no longer disappear into the same groundwork — filings, models, comps, formatting. Nymloth handles the preparation so you focus on what clients actually pay for: original insight.
Draft complete. Two items flagged: (1) conflicting ARR growth figures between 10-K and investor presentation — needs verification, (2) competitor pricing data may be stale...
Competitors disclose more than you realise — strategic pivots, capital allocation shifts, product announcements, hiring plans, demand signals, leadership changes. Use Nymloth to track it all, continuously. Some weeks it’s a footnote in a briefing. Other weeks it redirects a product roadmap, reshapes a sales strategy, or reweights a budget. The difference is having the intelligence when it matters, not discovering it after the fact.
AWS reduced reserved instance pricing by 8–12% across 3 regions — first cut in 14 months. GCP engineering headcount up 23% QoQ per LinkedIn data, concentrated in TPU/ML infra teams...
Workflows
Ready-made templates for the research workflows investors run most. Every block is customizable, every workflow a starting point. Build what your process requires.
Transcript analysis with management tone assessment, guidance changes, key metric tracking, and flagged signals based on your criteria.
Structured investment case with thesis, risks, competitive dynamics, financial overview, and valuation. Your template, your emphasis.
Auto-updating financial model in Google Sheets — DCF, comps, sum-of-parts. Your preferred methodology, refreshed with every new data point.
Deep-dives, competitive landscapes, thematic analyses. Synthesized from SEC filings, web sources, market data, and earnings transcripts.
10-K, 10-Q, 8-K, proxy — changes flagged, risk factors tracked, material disclosures highlighted against your watchlist.
Holdings changes, newsflow, price/volume alerts, management changes, short interest — filtered to what matters to you.
Transparent Pricing
We’re the only investment research platform that shows you the price before you talk to sales — because we’ve sat through those calls. No commitment to start.
Pay As You Go
Usage-based per workflow run
Transparent, consumption-based. You see the estimated cost before every run. No surprises, no contracts, no minimums.
No sales call. No setup. No IT department. First deliverable in minutes.