Startup Deep Dive : Course5 Intelligence — it promised 00 million and a listing within 18 months, three years on both are still pending

In May 2023, Course5 Intelligence told reporters it was “on track” to cross $100 million in revenue within a year and to list on Indian stock exchanges within 18 months. Three years, two acquisitions and one shelved-then-refiled IPO later, its most recent disclosed revenue was ₹545.3 crore for the year ended 31 March 2025, and it still has not listed.

That gap between the promise and the paperwork is the story of Course5 Intelligence: a 26-year-old Mumbai-founded analytics business that has renamed itself twice, merged two companies to build its current shape, and is now trying to sell itself to public markets as a pure-play enterprise AI company rather than the market-research shop it started as.

Quick facts

What Course5 Intelligence does

Course5 Intelligence sells AI-driven analytics platforms and consulting services to large enterprises that need to turn transaction, market and customer data into decisions, rather than selling data or software to consumers.

• Course5 Discovery: a platform using natural-language and deep-learning tools to let business teams query data conversationally (launched alongside the 2018 Course5 rebrand, per Daily Research News Online, June 2018).
• Course5 Compete: a real-time competitive and market-intelligence platform tracking rivals’ pricing, assortment and digital presence for e-commerce and CPG clients.
• Managed analytics and consulting delivery: teams embedded with client marketing, supply-chain and commercial functions, the direct descendant of the company’s original outsourced-research business.
• Named enterprise clients include Lenovo, Colgate-Palmolive, American Regent and National Bank of Fujairah (Analytics India Magazine, October 2022).
• Clients span Technology, Media & Telecom, Pharma & Life Sciences, CPG and Retail sectors, largely Fortune 500-scale accounts (PR Newswire, June 2023).

The origin

Ashwin Mittal started what became Course5 in 2000 as a three-person outfit called Cross-Tab Marketing Services, headquartered out of Redmond, Washington, with delivery built in India (market-research-companies.in). The founding insight was arbitrage of a specific kind: global market-research and consulting firms in the US and UK needed large volumes of survey data collected, processed and tabulated, and India could do that work at a fraction of US cost with graduates who could also be trained into analysts rather than mere data-entry staff. Cross-Tab built exactly that pipeline, growing to more than 900 full-time staff across five delivery centres before it was twenty years old, and picking up recognition on Fortune’s Top 100 Global Outsourcing list along the way (market-research-companies.in).

That first business was pure services: research process outsourcing, survey programming, CATI and panel management, sold by the project. It made Cross-Tab a dependable back-office vendor to research agencies, but it did not make it a technology company, and Mittal’s later bet was that the same India-built analytical bench could be pointed at building actual software products instead of just running someone else’s studies.

The struggle years

The clearest pivot came in June 2018, when Cross-Tab Group restructured its three businesses. Cross-Tab and a second group company, Blueocean Market Intelligence, were merged into a new entity called Course5, built around AI and analytics products rather than outsourced fieldwork; the third business, Borderless Access, was demerged into a fully independent company (Daily Research News Online, June 2018). It was, in effect, an admission that the original services business and the AI-platform ambition needed different corporate vehicles, and that the growth story from here on would be told through Course5, not Cross-Tab.

The second documented setback came four years later. Course5 filed a draft red herring prospectus with SEBI in January 2022, aiming to raise ₹600 crore through a mix of a ₹300 crore fresh issue and a ₹300 crore offer for sale, with Axis Capital and JM Financial as lead managers (Chittorgarh.com; Analytics India Magazine, October 2022). That listing never happened. Weak secondary-market conditions through 2022 led the company to shelve the attempt (Inc42), leaving Course5 as one of several Indian tech-services firms whose 2022 IPO plans quietly disappeared once the broader listings window shut.

The turning point

The turning point sits in the middle of 2023, when Course5 tried to convert its shelved IPO into a growth-capital and AI story instead. In March 2023 it integrated OpenAI’s GPT models into Course5 Discovery and Course5 Compete (techloy.com). In May 2023, it closed a $28 million first tranche from 360 ONE Asset’s Tech Fund, and Mittal told the press the company was on track to cross $100 million in revenue “in the next fiscal” and to attempt an IPO within 18 months (techloy.com, May 2023). By June 2023 a second tranche of $25 million from Nuvama Crossover Series of funds and Carnelian Asset Advisors brought the round to $53 million in total, at a reported valuation of roughly $250 million (Inc42; techloy.com; PR Newswire, June 2023).

The numbers on the other side of that promise are now public. FY24 operating revenue came in at ₹431.4 crore, and FY25 revenue was ₹545.3 crore — a real 26% jump, but at current exchange rates roughly $56.8 million, not the $100 million the company had signalled for “the next fiscal” back in 2023 (Inc42, citing the company’s 2026 IPO filing). The IPO, too, needed a second attempt: Course5 confidentially refiled a draft prospectus with SEBI only in July 2026, more than three years after the original 18-month promise (Inc42). Growth arrived; the specific numbers and the specific timeline it was pinned to did not.

The money behind it

Course5’s disclosed institutional fundraising is concentrated in a single 2023 round, closed in two tranches:

• First tranche, May 2023: $28 million from 360 ONE Asset Management’s Tech Fund (Inc42; techloy.com, May 2023).
• Second tranche, June 2023: $25 million led by Nuvama Crossover Series of funds, with participation from Carnelian Asset Advisors and affiliates, taking the combined round to $53 million (PR Newswire; MarketScreener, June 2023).
• Reported post-money valuation: approximately $250 million as of June 2023 (Inc42; techloy.com — two independent reports citing the same figure, unconfirmed by the company beyond the funding announcement).
• Total disclosed funding: $53 million across the one institutional round (Tracxn, accessed September 2026); the company had otherwise grown on services revenue and founder/promoter capital since 2000.
• Stated use of funds: an “M&A war chest” of up to $80 million combining the raise with company reserves, aimed at buying analytics and applied-AI targets generating $10-20 million of revenue each in the US, UK and India (PR Newswire, June 2023).
• That war chest has since been spent: Course5 acquired Singapore-based marketing-analytics firm Analytic Edge in July 2024, reported at roughly $30-40 million (Inc42), and UK-based Datavid, a graph-data and knowledge-graph specialist, in an all-cash deal reported at about $50 million in March 2026 (Inc42).

On the public-markets side, Course5’s promoter group — Ashwin Mittal along with Riddhymic Technologies, Riddhymic Technoserve and the AM Family Private Trust — held 74.3% of the company ahead of its 2022 IPO attempt, with the remaining 25.7% held by other shareholders (Chittorgarh.com, citing the 2022 draft prospectus). That structure predates the 2023 institutional round and the more recent acquisitions, so current ownership percentages are likely diluted; the company has not published an updated shareholding table publicly as of this piece.

How it makes money

Course5 runs a hybrid model: part of its revenue is billed as consulting and managed-analytics delivery, priced by project or by the size of the embedded team, and part comes from selling access to its own platforms such as Course5 Discovery and Course5 Compete.

• Money in: enterprise contracts with large, often multi-year clients across technology, pharma, CPG and retail, plus platform subscriptions layered on top of delivery work (PR Newswire, June 2023).
• Costs out: analyst and data-science headcount is the largest cost line in a people-heavy delivery model — the same structure the business has run since its Cross-Tab data-collection days, just applied to higher-value analytics work.
• Where the margin sits: platform and IP-licensed revenue carries materially better gross margin than staffed consulting delivery, which is the explicit logic behind buying platform companies like Analytic Edge (its “Qube” marketing-analytics platform) and Datavid (graph-data tooling for grounding generative-AI outputs) rather than only hiring more analysts organically (Inc42; PrivSource, July 2024).
• The part people get wrong: Course5 is frequently read as a market-research or survey company because of its Cross-Tab and Blueocean lineage. Since the 2018 rebrand, and more explicitly since its 2023 generative-AI pivot, the company positions itself against enterprise AI and analytics peers such as Fractal Analytics and Mu Sigma, not against traditional market-research agencies.

The numbers

Course5’s publicly disclosed financials come from two different regulatory filings six years apart, so the metrics are not perfectly like-for-like; both sets are shown as reported.

FY20 and FY21 figures are restated total income and profit after tax as disclosed in the company’s 2022 draft IPO prospectus (Chittorgarh.com); FY24 and FY25 figures are operating revenue and consolidated net profit as reported by Inc42 from the company’s 2026 confidential IPO filing. FY22 and FY23 have not surfaced in any filing opened for this piece; the company told the press in May 2023 that FY23 revenue was “approximately $50 million,” growing near 30% year-on-year, but that figure is company-stated, not filed, and is left out of the table above rather than converted or estimated.

Where the money comes from

For a company with Mumbai roots, promoter entities and an India-heavy delivery base, the revenue itself comes overwhelmingly from outside India — the surprise in Course5’s numbers is geographic, not segmental.

• United States: ₹403.2 crore, or 73.9% of FY25 revenue (Inc42, citing the 2026 IPO filing).
• Europe: ₹71.9 crore, or 13.2% of FY25 revenue (Inc42).
• Rest of world (including India): the remaining approximately 12.9% of FY25 revenue, not broken out further in the reporting available.
• By client type, the business is anchored in Fortune 500-scale accounts across Technology, Media & Telecom, Pharma & Life Sciences, CPG and Retail rather than small or mid-market customers (PR Newswire, June 2023).

The risks

• US concentration: 73.9% of FY25 revenue came from the United States (Inc42), so a slowdown in US enterprise technology spending, or a stronger rupee against the dollar, affects Course5 more directly than it would a more geographically diversified Indian analytics peer.
• Acquisition-driven margin pressure: consolidated net profit fell 15% in FY25 even as revenue rose 26%, in the same period Course5 was integrating the 2024 Analytic Edge deal (reported $30-40 million) and signing the reported ~$50 million all-cash Datavid acquisition in March 2026 (Inc42) — buying growth adds integration cost before it adds profit, and the FY25 numbers show that trade-off in the profit line.
• Repeat IPO execution risk: Course5’s first ₹600 crore draft prospectus, filed January 2022, was shelved due to weak market conditions before a confidential refiling in July 2026 (Inc42); the company is now attempting to convert a second listing effort into an actual float, on a market-sentiment-dependent instrument it has already had to abandon once.

The takeaway

The lesson in Course5’s file is not that its underlying growth is bad — 26% revenue growth in FY25, a real generative-AI product pivot, and two completed acquisitions are not small things for a company its size. The lesson is what happens when a company puts a specific number and a specific date into a funding-round press release. Course5 said, in a moment of confidence in May 2023, that $100 million in revenue was one fiscal year away and that a stock listing was 18 months out. Neither number nor timeline held, and both are now the yardstick every subsequent quarter gets measured against, regardless of how the business actually performed in between. A founder who wants credit for genuine progress is usually better served by underselling the calendar, especially for anything — like an IPO — whose timing depends on a market window the company does not control.

Frequently asked questions

What does Course5 Intelligence do?

It builds AI-driven analytics platforms, including Course5 Discovery and Course5 Compete, and pairs them with managed analytics and consulting delivery for large enterprises across technology, pharma, CPG and retail (Analytics India Magazine, October 2022; PR Newswire, June 2023).

Who founded Course5 Intelligence and when?

Ashwin Mittal founded the business in 2000 as a three-person startup called Cross-Tab Marketing Services; it became Course5 after Cross-Tab merged with Blueocean Market Intelligence in June 2018 (Daily Research News Online, June 2018; market-research-companies.in).

How much funding has Course5 Intelligence raised?

It has raised $53 million in disclosed institutional funding across two 2023 tranches — $28 million from 360 ONE Asset’s Tech Fund in May, and $25 million more led by Nuvama Crossover Series of funds with Carnelian Asset Advisors in June — at a reported valuation of about $250 million (Inc42; techloy.com, May-June 2023).

Is Course5 Intelligence planning an IPO?

Yes. It first filed a draft ₹600 crore prospectus with SEBI in January 2022 but shelved it amid weak markets, then confidentially refiled with SEBI in July 2026 (Inc42).

What is Course5 Intelligence’s revenue and profit?

Operating revenue was ₹545.3 crore in FY25 (year ended 31 March 2025), up 26% from ₹431.4 crore in FY24, while consolidated net profit fell 15% to ₹48.3 crore from ₹56.7 crore over the same period (Inc42, citing the company’s IPO filing).

Sources

Figures are as of September 2026. Currency converted at $1 ≈ ₹96.0 as of 18 September 2026 (Trading Economics).

• Inc42, “Data Analytics And AI Startup Course5 Intelligence Bags $28 Mn Investment,” May 2023
• Inc42, “Enterprise AI Startup C5i Files Confidential IPO Papers With SEBI,” 2026
• Inc42, Course5 Intelligence company profile and timeline, accessed September 2026
• techloy.com, “Indian data analytics startup, Course5 Intelligence secures $28 million,” May 2023
• PR Newswire, “Course5 Intelligence Completes Fund Raise of USD 53 Million with Second Close Led by Nuvama Private Equity,” June 2023
• C5i.ai press release, “Course5 Intelligence Completes Fund Raise of USD 53 Million,” June 2023
• MarketScreener, “Course5 Intelligence Limited announced that it has received $53 million in funding,” June 2023
• PrivSource, “C5i (Course5 Intelligence) Acquires Analytic Edge,” July 2024
• Analytics India Magazine, “Analytics firm Course5 files draft paper for IPO,” October 2022
• Chittorgarh.com, Course5 Intelligence IPO page (FY20-FY21 financials, promoter shareholding, 2022 draft prospectus), accessed September 2026
• Tracxn, C5i company profile, accessed September 2026
• BusinessIndia.co, “How Course5 helps businesses grow with Analytics and AI”
• Daily Research News Online (mrweb.com), “Cross-Tab and Blueocean Merge to Form Course5,” June 2018
• market-research-companies.in, Cross-Tab Marketing Services Pvt. Ltd. company profile

Found an error? Write to us and we’ll correct it in the open, dated, on the piece.