Every broker can be AI-first.
Give every client a research desk inside your own platform. Ankya answers their questions from filings, results, earnings calls and your own market data, and shows the source for every number.
- Under your brand
- Every answer cited
- No AI team needed
- Read 7 quarterly results
- Computed the ARPU series in code
ARPU rose every quarter, from ₹206.2 to ₹218.8 a month. The company credits a better subscriber mix and higher usage, with data use at 44.2 GB per customer a month[1].
- Read Q2 FY27 and Q2 FY26 results
- Computed growth and margin change in code
EBITDA grew faster than revenue, 16.6% against 11.4%, which lifted the margin from 51.6% to 54.1%. The company attributes this to revenue growth and operating leverage[1].
- Read Q2 FY27 and Q2 FY26 results
- Computed year-on-year growth in code
Jio ended September 2026 with 542.4 million subscribers, up 7.1% in a year. It added 9.1 million in the quarter, more than the 8.3 million it added in the same quarter last year[1].
Broking has had two eras. The third is starting.
Each era changed how a client gets an answer and places a trade. The platforms that moved first took the market.
-
१Until the 2000s
The dealer desk
Phone calls and branch visits. Research is a tip from your broker.
- Research
- A person's opinion
- Trade
- A phone call
-
२2000s – 2020s
The online broker
Apps and trading APIs. Anyone can trade in seconds, but research is still charts and PDFs.
- Research
- Charts and reports
- Trade
- An app or an API
-
३Starting now
The AI-first broker
Every client has an analyst inside the platform, answering with sourced numbers.
- Research
- An answer that shows its work
- Trade
- A decision you understand
The largest platforms can build era three in-house. Ankya Labs gives every other broker and investment platform the same capability, under their own brand.
A research desk inside your web platform.
Ankya sits next to the screens your clients already use. They ask about the stock in front of them and get a sourced answer without leaving you.
- RELIANCE
- JPL
- HDFCBANK
- INFY
- TCS
- ICICIBANK
Jio Platforms Ltd
| Quarterly results | Q2 FY26 | Q2 FY27 | Change |
|---|---|---|---|
| Revenue from operations | ₹36,332 Cr | ₹40,475 Cr | +11.4% |
| EBITDA | ₹18,757 Cr | ₹21,879 Cr | +16.6% |
| EBITDA margin | 51.6% | 54.1% | +250 bps |
| ARPU (per month) | ₹211.4 | ₹218.8 | +3.5% |
| Subscribers | 506.4 M | 542.4 M | +7.1% |
Client research assistant
Clients ask about a stock, a sector or their holdings and get sourced answers in your platform.
Analyst copilot
Your research team gets a first pass on any company in minutes, ready to review.
Your brand, your platform
Clients see your product, not ours. Ankya stays behind the scenes.
Built for review
Every answer is logged with its sources, so compliance can see what a client was told and why.
From first call to live pilot in three steps.
You don't hire an AI team or rebuild your platform. Your engineers add Ankya to pages you already have.
Demo on your use case
A 30-minute call. We show Ankya answering the questions your clients ask, on the stocks they trade.
Add it to your web platform
Embed the ready-made research panel on your stock pages, or call the API and design your own. We work alongside your engineers.
Pilot, then roll out
Start with a group of clients or your research team, review the logged answers, then open it to everyone.
<!-- Add the Ankya panel to a stock page --> <script src="https://cdn.ankyalabs.com/embed.js"></script> <ankya-research symbol="JPL" theme="yourbroker" client-key="pk_live_…"> </ankya-research>
Embed
A finished panel in your colours. The fastest way to go live.
API
Sourced answers as data, for your own design.
Every answer shows its work.
Finance runs on trust. Your clients and your compliance team can see what was read, what was computed and where each number came from.
Ask
A client asks in plain language about a company, a sector or a period.
Retrieve
Ankya gathers the filings, results, transcripts and market data that bear on it.
Compute
Numbers are worked out in code, with inputs kept so results can be rerun.
Answer
A written answer with charts and citations, logged for review.
Show the source
No number without a citation. If Ankya can't source a claim, it says so.
Facts, not tips
Ankya explains what filings and results say. It does not tell anyone to buy or sell.
Your data stays yours
Your documents and client questions are never used to train shared models.
For the platforms investors already use.
Ankya Labs sells to businesses, not to investors. You keep the client relationship; we supply the AI.
Online and discount brokers
Stand out with research that answers questions, not just charts and order screens.
Full-service brokers and wealth desks
Give relationship managers and clients sourced answers on the spot.
Investment and research platforms
Let subscribers question the data you already publish.
In-house research teams
Cover more companies without more headcount.
Three partners. Built with you, not just sold to you.
We are launching Ankya with the first three brokers and investment platforms, and working closely with each one.
Launch first
Put an AI research desk in front of your clients before your competitors, with our team helping you integrate.
Shape the roadmap
Decide what we build next for your clients, from new data sources to answers in Indian languages.
Founding-partner pricing
Preferential terms for the partners who build Ankya with us.
Ankya comes from aṅka (अंक), Sanskrit for number. The digits the world calculates with, zero included, were first written in India. We think numbers should still be the point of financial research: found, checked and shown, never guessed.
Built by an engineer who speaks quant.
Avinash Shinde
Founder, Ankya Labs · Bengaluru
Avinash is a staff-level software engineer who built large-scale platforms at his previous organisations and now works on AI agent infrastructure, including the open-source ai-agent-gateway. He completed the Certificate in Quantitative Finance (CQF) with Distinction in 2026. Ankya Labs brings the two together: AI engineered for production, and numbers that hold up to a quant's scrutiny.
What brokers ask us first.
Does Ankya give my clients investment advice?
No. Ankya answers questions with facts from public filings, results and earnings calls, and cites each one. It does not recommend buying or selling any security. You decide where it appears on your platform and what it covers.
What can it answer today?
Questions about listed Indian companies, drawn from quarterly results, annual reports, exchange filings, investor presentations and earnings-call transcripts. When your platform shares its tick and market data with Ankya, it also analyses price and volume: returns, volatility, volume spikes and how a stock moved around results or announcements, using the same data your clients see.
Does it work on web and mobile?
Ankya is available for web platforms today. Mobile is on the roadmap.
How much work is integration?
The embed is a panel your engineers add to existing pages, so a pilot is designed to take weeks, not months. We scope it with your team on the demo call.
What does it cost?
Pricing depends on your client base and usage, and we share it on the demo call. Founding partners get preferential terms.
Which languages does it answer in?
English today. Founding partners help decide what comes next, including Indian languages.
See Ankya answer your clients' questions.
- A 30-minute call with the founder
- Ankya running on stocks your clients trade
- Integration and pricing for your platform
- A reply within one working day
Prefer email? Use the form, or write to [email protected].