Most Research Tools React. We Built One That's Proactive.
A walkthrough of how CompoundingAI monitors results, announcements, and management history, so you are not starting from zero when it matters.
We run the same invisible loops in the market.
Updates drop at 6 PM. You check BSE. You open the PDF. You hunt for revenue. You open another tab for last quarter’s numbers. You remember there was a concall, you find the audio, play it at 1.5x, stop when the analyst asks the margin question. You go back to your notes. You forget which note was from which quarter. You make a decision anyway.
That loop runs every quarter.
Most tools built for this problem are reactive by design. They wait for you to show up, search, and ask.
CompoundingAI is built the other way. The platform monitors the market continuously - results, announcements, concalls, filings and surfaces what matters to you before you think to look. When you do show up to ask a question, the context is already built. The analysis is already running. You are not starting from zero.
Here is exactly how that works.
Chat With Inline Citations
The starting point is the chat interface but it is not a general-purpose AI chatbot.
When you ask a question about a company, every fact in the answer carries a citation tag. You click the tag and the source document opens to the exact page being referenced. If the answer says guarantees to KMP has increased, you can verify that claim in three seconds without leaving the interface.
CompoundingAI processes the actual BSE and NSE filings directly. We have 97% precision on Indian financial data, versus 45% for general-purpose models because we are working from the source. ( Check Benchmark Here )
The problem with AI in research is not intelligence. It is trust. An answer you cannot verify is not an answer, it is a starting point for more work. Inline citations close that loop so you spend your time on the thinking, not the checking.
Results Pulse - The Live Intelligence Feed
During earnings season, results are announced across 3,000+ listed companies over a compressed six-week window. The ones you miss are rarely the ones you were watching closely.
Results Pulse is a live feed that populates as results are announced- you do not check for updates, the feed updates itself.
Advanced Filters let you slice by quarter, financial year, sentiment, revenue growth ranges, and analysis tags - Growth Signals, Margin Signals, Cash Quality & Working Capital, Balance Sheet Health, Business Inflections, Strategic Actions. You are not scrolling. You are screening.
Results are processed within 5 to 7 minutes of announcement, with a statement-level analysis already generated by the time you open the entry.
Market Wire - Daily Digest and Corporate Announcements
Market Wire has two sections.
Today’s Digest surfaces the 20 most important announcements from the previous day across all listed companies - editorially ranked, not algorithmically sorted. You open it once and have a working understanding of what moved across the market, without hunting through 200 BSE filings to get there.
Corporate Announcements is the full feed, structured. Filter by category — Investor Relations & Meetings, Corporate Governance & Board-level Changes, Regulatory & Compliance, Mergers & Acquisitions, Partnerships & Collaborations, Operating Updates, Capital Market Activities, Insider Trading / SAST, Management Interview. Filter by market cap. Search by text - type “buyback” and get every buyback-related announcement across the market.
Portfolio Manager - Announcement Tracker and Earnings Dashboard
The Portfolio Manager is where the platform becomes personal.
Announcement Tracker attaches the corporate announcement feed directly to your watchlists. If you have 10 companies in a watchlist, you see only what is relevant to those 10. Toggle to another watchlist, the feed shifts accordingly. You stop reading the market and start reading your portfolio.
Earnings Dashboard tracks the full quarterly reporting cycle for every company on your watchlist - pre-result notes, results analysis within 5 to 7 minutes of announcement, investor presentation summary, and concall summary with transcript. Four sections, populated sequentially as the company releases each piece. One place, from first number to final word of the call.
The detail that gets missed in the manual loop - the CFO’s comment in passing, the guidance revision buried in Q&A, is the detail that tends to matter most. Having everything in sequence makes it harder to miss.
Deep Dive - The Depth Layer
Deep Dive is where the platform goes below the event horizon of quarterly results.
Fundamental Check offers three layers of analysis:
ELI5 — a narrative explanation of what the company does and how it has been performing, written in plain language. Not a summary but a story.
1-Pager — one layer deeper. The metrics, the model, the risk factors, the competitive position.
Detailed — a comprehensive cited analysis of the business, going deep on operations, financials, segment mix, geographic exposure, capital allocation, and guidance track record, with inline citations throughout.
Forensics pulls conference call transcripts and investor presentations across the last 3 to 4 years and constructs a longitudinal analysis across five dimensions: Guidance Adherence, Financial Reporting Standards, Management Responses to Analysts, Capital Allocation Strategies, and Operations & Risk Management.
The output is an executive story first - a plain-English verdict on how management has behaved over time, followed by the evidential analysis. For Kaynes Technology, the Forensics report identified a guidance hit rate of 33% on completed timeframes and a consistent pattern of external attribution on misses, set against genuine underlying strength in revenue and margin trajectories. That took seconds to surface. In the manual workflow, it takes six hours - if you go looking for it at all.
Portfolio Wrap - Intelligence Delivered to You
Most platforms require you to show up to know what happened. Portfolio Wrap inverts that. It monitors your watchlist continuously and delivers a curated brief to your inbox at the timing you set.
Three feeds:
Announcements — a rule-based digest of important announcements from your watchlist, delivered daily
Earnings Call Digest — key takeaways from the latest concalls for companies you follow
Results Flash Note — a tabular summary of positives, concerns, and sentiment the moment results drop
You configure it once and the platform runs from there. The announcements, the result, the concall key points - they reach you before you think to check. What you do not know about a company you hold is not nothing. It has a cost, paid slowly, in decisions made on incomplete context.
What We Built and Why
Every feature above answers the same question: what does a serious investor actually need to run a defensible research workflow?
A system that does not wait for you - where results are processed and waiting within minutes of announcement, where your watchlist determines what surfaces, where years of management communication are already analyzed before you open the company page.
The monitoring is continuous. The analysis is pre-built. The delivery is proactive. When you open the platform, you are not starting from zero.
Research workflows you can defend.
CompoundingAI is a vertical intelligence engine that transforms unstructured documents into decision-grade insights, complete with source-level traceability for confident, auditable workflows.
We cut the noise & directly deliver insights.