Sentinel A.I detects retail sentiment in real time and arms your IR team with strategies to amplify bullish and address bearish sentiment.
Retail investors move markets now.
Retail investors have become a dominant, narrative-driven force in public equities. Their conversations move your stock on a daily basis.
of investors now cite social media as a top source of financial news. The story about your stock is being written on platforms you do not control. Sentinel is how you detect the narrative in real time and shape the narrative that follows.
Betterment, 2025Everything you need to see, verify, and shape the narrative.
Sentiment Intelligence
Real-time scoring with bull, bear, neutral, and mixed states and velocity tracking.
Narrative Intelligence
Unsupervised clustering surfaces narratives as they form across channels.
Verification Engine
Every claim cross-checked against SEC filings, issuer social, and press releases.
Competitive Landscape
Share of voice, competitor sentiment, and thematic analysis, side by side.
Source Intelligence
A searchable database of every data point analyzed, with filtering and export.
Alerting & Monitoring
Detect spikes in narratives and get real-time alerts on sentiment shifts the moment they trigger.
Executive Reporting
Weekly intelligence reports with board-ready narrative highlights, sent to your leadership team.
Recommendation Engine
Fully customized IR content packages, generated on the spot to amplify bullish or address bearish sentiment.
Your intended message is not the message the market receives.
Retail investors build the narrative around your ticker in real time, on platforms you do not control. Sentinel measures what you said against what the market heard.
Sentinel detects this divergence in real time, then hands your IR team the content to close it.
See it, verify it, and shape what comes next.
From real-time detection to the executive read, every layer of issuer to market intelligence sits in one platform.
See sentiment and narratives as they form.
Real-time scoring across every platform, with narratives surfaced the moment they cluster.
- Bull, bear, neutral, and mixed classification with velocity tracking
- Unsupervised clustering detects narratives before they spread
- Platform-level and influential-source sentiment, side by side
Every signal, cross-checked against the record.
Sentinel triages each detected claim against the primary sources. Three outcomes, three playbooks.
- Cross-checked against SEC filings, issuer announcements, and press releases
- Verified accurate routes to an amplification playbook
- Verified misinformation routes to a correction playbook
From intelligence to action.
Generate the right response the moment the narrative moves, in the format each channel expects.
Press releases
Drafted from live narrative and sentiment intelligence, ready for the wire.
Omni-channel content
Per-platform formatting, from X short-form to long-form, with the IR FAQ as canonical.
Earnings call prep packs
Assembled four weeks out, with the questions retail is already asking.
Executive voice content
Written in your executives' voice, consistent across every appearance.
The weekly read your board actually wants.
Narrative highlights, sentiment recaps, and full source attribution. Exportable, every Monday.
- Weekly intelligence reports with narrative highlights
- Sentiment recaps with velocity tracking
- One-click PDF export for the board deck
Know what retail is saying before it moves your stock.
See Sentinel on your own ticker in a live walkthrough.
Not just another LLM wrapper.
Most AI tools are a prompt sitting on top of a public model. Sentinel is a purpose-built intelligence pipeline, running narrative and sentiment intelligence techniques that have been battle-tested alongside governments and Fortune 500 companies.
Four capabilities a wrapper cannot replicate.
A public model can summarize text. None of the following come out of a prompt.
Unsupervised Narrative Clustering
Sentinel discovers narratives as they form, with no keywords and no preset topics. Proprietary unsupervised clustering groups millions of posts into the storylines actually moving your stock, including the ones you would never think to search for.
Verification Triage Engine
Every claim is resolved to verified, misinformation, or unverifiable, checked against SEC filings, issuer social, and press releases. It is the layer your general counsel cares about, and it is exactly what a generic model cannot do.
Proprietary Labeled-Data Moat
Every verification decision becomes labeled training data unique to your market. The system compounds with use, building a dataset no competitor and no public model can reproduce.
Real-Time Multi-Source Pipeline
A continuous ingestion and enrichment pipeline across X, Reddit, Discord, financial news, and RSS, not a one-off query. Entities, themes, sentiment, and actors are scored the moment content appears.
Inside the engine.
Nine layers working together, continuously, in real time.
Multi-Source Ingestion
Continuous collection across X, Reddit, Discord, financial news, and RSS.
Entity Extraction and Resolution
Tickers, people, and organizations resolved and linked across every source.
Theme Classification
Posts mapped to the themes and catalysts that matter to your stock.
Continuous Sentiment Scoring
Post-level sentiment, scored the moment content lands, not in batches.
Anomaly and Velocity Detection
Spikes, extremes, and momentum shifts surfaced as they happen.
Key-Actor and Network Detection
The accounts and communities actually driving each narrative.
Narrative Lifecycle Tracking
Each narrative followed from formation through peak to decay.
Competitor Mapping and Share of Voice
Your narrative and sentiment, benchmarked against peers.
Historical Archive
A searchable record of every signal, for backtesting and board reporting.
See the engine run on your own ticker.
Public-market operators and the engineers behind national-scale intelligence.
Sentinel is built by people who have run investor communications, exited companies, and shipped intelligence systems used well beyond the capital markets.
Krishan Arora
Exited founder with deep public-market IR expertise, a Harvard economics graduate, and a Forbes contributor on capital markets. Poker aficionado.
Pratik Ratadiya
Former NASA JPL researcher in anomaly detection, ex-Apple Machine Learning team member, and UC San Diego graduate researcher.
Adam Sohn
Founder of Narravance Technologies and the Network Contagion Research Institute (NCRI), a pioneer in narrative-intelligence research informing government and Fortune 500 work.
Backed by a team of specialists across content, operations, and engineering who support Sentinel from the inside.
Counsel from law, markets, and capital.
Juan Pablo Cappello
Veteran securities and venture attorney and entrepreneur, advising on structure, governance, and capital strategy.
Phil Hellmuth
Investor and partner at Accretion Capital, bringing brand, distribution, and a deep network across finance and media.
Meet the team behind Sentinel.
Detection tells you what is moving. Verification tells you if it is true.
Every detected claim is cross-checked against the primary record, then routed to the playbook that fits.
Monitor. Diagnostic. Treatment.
Sentinel reads issuer to market communication the way a hospital reads vital signs.
- Detection is the monitor, the continuous read on the room
- Verification is the diagnostic, the cross-check against the record
- Remediation is the treatment, the response that closes the gap
Unverifiable becomes proprietary.
When a claim cannot be settled against SEC filings, issuer social, or press releases, Sentinel routes it to a manual attestation step. Each decision becomes labeled training data that no competitor can replicate, and makes Sentinel the system of record for how your market reads you.
Stop guessing which claims are real.
The response, generated the moment it is needed.
Four launch modules turn live intelligence into the content that closes the gap.
Press releases
Generated directly from real-time narrative and sentiment intelligence, so the wire reflects the conversation already happening.
Omni-channel content
Per-platform formatting from a single source. X short-form, Reddit and LinkedIn long-form, Instagram and Facebook visual, and the IR FAQ as canonical.
Earnings call prep packs
Assembled starting four weeks before each call, surfacing the questions retail is already asking and the narratives most likely to dominate the read.
Executive voice content
Drafted in the voice of your executives, consistent across every post, statement, and appearance.
Turn the narrative before it turns you.
The math is simple.
One platform, one price. Every module, the full verification layer, and the recommendation engine, included.
- All seven intelligence modules
- The three-state verification layer
- The full recommendation engine
- Weekly executive reporting with PDF export
- Real-time alerting across every channel
What it replaces.
One narrative caught early, one misinformation event corrected before it spreads, and the platform has paid for itself many times over.
See it on your ticker before you decide.
See Sentinel on your own ticker.
A live walkthrough on your company, with the sentiment, narratives, and verification running on real data.
- 01 A live read on your current sentiment and narratives
- 02 Your top three narratives, verified against the record
- 03 A sample recommendation, generated on the spot