Sarvam is India's full-stack sovereign AI platform, with speech-to-text, text-to-speech, translation, and conversational agents across 22 Indian languages.
12 dated product events are on the public record.
Sample report · Researched on 2026-09-12.
Before you join
Sarvam.
Sarvam is India's full-stack sovereign AI platform, with speech-to-text, text-to-speech, translation, and conversational agents across 22 Indian languages.
- Founded
- 2023
- Headquarters
- Bengaluru, India
- Reported team size
- 424
- Funding stage
- Series B
What you should know before joining
$234M announced in the first close of a $300M Series B.
The remaining close is not confirmed in the sources reviewed.
51 people left Sarvam in the last 12 months, an annualised rate of 16.5%.
51 departures over 12 months against a mean monthly roster computed from the headcount series.
Sarvam's site draws 1,239,235 visits a month, down 36% on the quarter.
Traffic readings taken from the two most recent quarters on the record.
Warning signs checked
- People left in a cluster, not a trickle
Departures concentrate in a single month or a single destination.
- Site traffic falling sharply
Quarterly visits down 36%. One quarter only — the evidence carries no multi-quarter series to confirm a trend.
- Not checked: Runway is not modelled and the postings history is a single snapshot, so neither half of this flag could be checked.
- Not checked: No company-claimed headcount was retrieved to compare against the roster.
7 checks listed by the pipeline. An untested check is not an all-clear.
Your future team
The roster shows 388 individual contributors and an average management span of 11.8.
The team grew 79% over twelve months to 424 people. 51 people left in the same period — 16% annualised, or roughly one in six of the people who onboard you. 3 of them went to the same place, which is a team leaving together rather than steady churn.
Monthly headcount and departures
| Month | Headcount | Recorded departures |
|---|---|---|
| Feb 25 | 114 | 0 |
| Mar 25 | 123 | 0 |
| Apr 25 | 134 | 0 |
| May 25 | 156 | 0 |
| Jun 25 | 185 | 0 |
| Jul 25 | 218 | 0 |
| Aug 25 | 223 | 0 |
| Sep 25 | 223 | 0 |
| Oct 25 | 230 | 3 |
| Nov 25 | 237 | 3 |
| Dec 25 | 265 | 9 |
| Jan 26 | 276 | 5 |
| Feb 26 | 314 | 7 |
| Mar 26 | 311 | 2 |
| Apr 26 | 318 | 5 |
| May 26 | 328 | 5 |
| Jun 26 | 337 | 7 |
| Jul 26 | 381 | 1 |
| Aug 26 | 411 | 4 |
Team size by function, with average tenure beside each. Technical is the largest at 130 people. Administrative stays shortest at 2 months across 1 person.
3 people left for Stealth Startup. That is not churn — a team left together, and whatever they left may still be there.
Additional context
- Attrition is stated here as 16.5%, recomputed from the roster series. The evidence below carries the supplier's own figure of 15.1%; it uses a different monthly denominator. The computed value is the one quoted above.
Who leads
Confirmed as founders: Vivek Raghavan as co-founder and Pratyush Kumar as co-founder. Previously at EkStep Foundation, Unique Identification Authority of India (UIDAI) and Khosla Labs.
There is no C-level, VP layer above the 21 managers running 424 people, about 11.8 people each. No founder has run a company before, though prior employers include Microsoft.
Founders
Previously at EkStep Foundation, Unique Identification Authority of India (UIDAI), Khosla Labs, UIDAI, Government of India, Magma Design Automation.
SourcePreviously at AI4Bharat, Microsoft, IBM, One Fourth Labs, Indian Institute of Technology, Madras, ETH Zürich.
SourceWe haven’t confirmed who reports to whom.
Building the technology
Customers and growth
People, legal and other
We haven’t confirmed who reports to whom.
What to ask about this
- How long has the senior layer been in place?
Who left
Stayed 6 to 12 months
Akash chandran
Edge AI Lead
- Joined
- January 2025
- Left
- August 2025
Stayed 12 months or more, then left
Kaustubh Bansal
Product
- Joined
- 2025
- Left
- 2026
Kurian Benoy
Machine Learning Engineer
- Joined
- April 2024
- Left
- April 2026
Where people move
10 companies appear as previous employers and 10 companies appear as next employers. The two counts are separate populations — people here now, and people who left — so they do not trace individual journeys.
Previous companies
Next companies
These are separate groups. The chart doesn’t show individual journeys from one company to another.
The actual work
Sarvam has 52 active job postings, with hiring clustered around AI models and inference, product and platform engineering, and taking those capabilities to customers. The mix also points to supporting work across product management, design, marketing, deployment, and company operations.
Pushing models into fast, reliable systems
The combination of model research, inference, kernel, data, platform, and site-reliability titles points to a hiring push around building and operating Sarvam's AI systems.
- ML Researcher, Foundational Models
- ML Engineer (Data), Foundational Models
- Performance Engineer, Inference
- Performance Engineer, On-Device Inference
- Senior Performance Engineer, Intel Stack
- Performance Engineer, Kernels
- Platform Engineer - AI Infrastructure
- Infrastructure SRE - HPC
- Staff Data Engineer
- Staff Engineer, Product Infrastructure
- DevOps Engineer
- Agent Engineer
Turning AI capabilities into products
Product, interface, media, and API titles suggest work on packaging Sarvam's models into user-facing products and monetizable platform offerings.
- Product Manager, Model APIs
- Backend Engineer - Studio Media Platform
- Frontend Engineer, Vision
- Senior Frontend Engineer - Arya
- Product Manager, Monetization & Retention
- Product Manager, Growth
- Product Manager On-Device & Edge AI
- Product Manager - Chanakya
- Product Manager – Media & Entertainment, Sarvam Studio
- Product Designer
- Visual Designer
- Motion Designer
- Staff Engineer, API Platform
- Staff Engineer - Mobile, Desktop & KMP
Taking the platform to customers and markets
The solution, deployment, sales, developer-relations, and go-to-market titles point to a substantial effort to position Sarvam's AI products, enable adoption, and support customer deployments.
- Principal Solution Architect
- Solution Architect
- Deployment Strategist
- Solution Specialist
- Account Manager
- Business Development Representative
- GTM Lead, Vision (Document Intelligence)
- GTM & Strategy, Model API
- GTM Manager On-Device AI
- GTM Strategy - Chanakya
- Product Marketing Manager
- Product Marketing Manager, Model API
- Senior Manager, Growth Marketing
- Marketing Operations Manager
- Head of Brand & Communications
- Developer Relations Engineer - Community Manager
- Developer Relations Engineer - Developer Advocate
- Technical Partner Enablement Manager
Product and customers
The supplied record does not include website-visit figures, so it cannot show a traffic direction or newest figure. It does show a small set of launches—open-source models and the Indus AI chat app—but no named customers or customer adoption claim.
What has shipped
Sarvam's open-source 30 billion- and 105 billion-parameter models were reported on Feb 18, 2026, and the Indus AI chat app was reported on Feb 21, 2026. That suggests Sarvam is shipping both open-source model releases and a user-facing chat app.
What is still being built
The record describes development of next-generation models focused on agentic AI, coding, and cybersecurity applications; expansion of compute infrastructure; broader deployments across sectors; and bringing models to feature phones, cars, and smart glasses using edge models. These are stated directions rather than evidence of live capabilities.
How traffic is moving
Estimated monthly website visits increased from 889,637 in May to 895,759 in June, then 1,122,796 in July 2026 — roughly a 26% increase from May to July. The series ran higher before that, peaking at 1,757,645 in April 2026, so the recent rise is a partial recovery rather than a new high.
This is website traffic only. Website-visit counts cannot show Sarvam's model or API usage, active or paying users, enterprise contracts, or deployments across sectors. Read it as a measure of attention rather than product adoption.
What the public record does not tell us
For Sarvam's AI platform business, the public record does not establish active or paying users, customer counts, revenue composition, model usage, enterprise contract volume, or retention. The evidence lets a reader judge the direction of product development, but not the scale or durability of commercial adoption.
What to ask about this
- Why has this role been open so long?
Money
$234M is in from the first close of a $300M Series B. A further round of $74M is reported as being raised (startupfeed.in), though nothing shows it has closed — that money is not in the bank yet.
- 2026-06-15
$234M
Series B · HCL Technologies, Bessemer Venture Partners, Peak XV Partners, Khosla Ventures
What to ask about this
- How many months of runway are you working with?
Working here
This is our interpretation of the evidence. The company hasn’t confirmed it.
The subject they keep returning to is people leaving and how they hire. One of them: “Any idea about the compensation range/budget for FDSE roles for recent grads (base + perks)?”.
- positive
- 2
- neutral
- 10
- negative
- 2
14 accounts of working here, written by people who do not work for the company.
What people wrote
12 accounts from outside the company, quoted as written.
- “What on idiots are here..” — Reddit
- “I hope Sarvam is not doing a copy paste kind of thing but really exploring and taking risks.” — Hacker News
- “I analyzed 220 public profiles of people working at Sarvam to understand how they built one of India's most important AI companies.” — LinkedIn
- “I’ve completed all the interview rounds and have one final interview left with the CEO.” — Reddit
- “I’m hoping to get fresher perspectives from people who have direct experience.” — Reddit
- “Any idea about the compensation range/budget for FDSE roles for recent grads (base + perks)?” — Reddit
Competition
8 other companies are building in Indic-language AI, speech, translation, and conversational-agent platforms. The best-funded of them on the public record are Uniphore ($961M), Gupshup ($546M) and Yellow.ai ($102M), and 2 of them have raised more than the $234M raised here.
| Company | Total raised |
|---|---|
| Uniphore | $961M |
| Gupshup | $546M |
| Sarvamthis company | $234M |
| Yellow.ai | $102M |
| Krutrim | $75M |
| Gnani.ai | $18M |
| Haptik | $12M |
| CoRover.ai | $5.7M |
| Reverie Language Technologies | $4.1M |
Total raised by each company in this market, from the sources linked below.
Krutrim
Krutrim develops multilingual foundation models, AI cloud infrastructure, and speech products for Indian-language applications.
Overlaps on India-focused language models, speech systems, and sovereign AI infrastructure.
Company website ↗Funding source ↗India · Founded 2023
CoRover.ai
CoRover provides BharatGPT foundation models and multilingual voice, video, and text agents for enterprises and government organizations.
Overlaps on sovereign Indian-language models and enterprise conversational agents.
Company website ↗Funding source ↗India · Founded 2016
Reverie Language Technologies
Reverie provides Indian-language translation, transliteration, speech-to-text, text-to-speech, localization, and multilingual bot-building products.
Overlaps on Indian-language APIs and voice or text interfaces for businesses and governments.
Company website ↗Funding source ↗India · Founded 2009
Gnani.ai
Gnani.ai provides speech-to-text, text-to-speech, speech translation, language models, and voice agents for enterprise workflows.
Overlaps on full-stack Indian-language speech and voice-agent products for enterprises.
Company website ↗Funding source ↗India · Founded 2016
Yellow.ai
Yellow.ai provides enterprise AI agents for customer service, employee support, and business workflows across chat and voice channels.
Overlaps on multilingual conversational agents and enterprise voice automation.
Company website ↗Funding source ↗United States · Founded 2016
Uniphore
Uniphore provides enterprise software for conversational automation, voice AI, agent assistance, and customer-interaction analytics.
Overlaps on enterprise speech AI and automated customer conversations, although its product scope is broader.
Company website ↗Funding source ↗United States · Founded 2008
Gupshup
Gupshup provides conversational AI agents, messaging APIs, and workflow tools for marketing, commerce, and customer support.
Overlaps on business-facing conversational agents and messaging automation, with a broader communications platform.
Company website ↗Funding source ↗United States · Founded 2004
Haptik
Haptik provides enterprise conversational AI for customer service, sales, lead qualification, and messaging-based user interactions.
Overlaps on enterprise chatbots and conversational customer-engagement software.
Company website ↗Funding source ↗India · Founded 2013
Questions to ask before joining
How many months of runway are you working with right now?
Why it’s worth asking
No public source discloses cash or burn, so this report cannot estimate runway and neither can anyone else outside the company.
What a useful answer would include
A number of months, and what they would slow down if it got shorter.
What to ask if the answer is vague
“We're well capitalised.” That is not a number.
Is this role closer to the distribution side or the product side?
Why it’s worth asking
Traffic is down 36% but the people who arrive go deep — that is a distribution problem, and which side I sit on decides what I am hired to fix.
What a useful answer would include
They know the figure and can say which problem I own.
What to ask if the answer is vague
Disputing the number without offering their own.
The team's grown 79% this year, to 424. What's changed most about how you work?
Why it’s worth asking
Headcount moved about 79% in twelve months, to 424. That always rewrites how a company operates, and the honest version of the answer describes the job better than the job description does.
What a useful answer would include
A specific thing that stopped working, and what they replaced it with.
What to ask if the answer is vague
Treating the growth itself as the answer.
3 people left for Stealth Startup around the same time. What happened on that team, and would I be joining it?
Why it’s worth asking
3 departures went to Stealth Startup. That shape is a team leaving together, and whatever they left may still be there.
What a useful answer would include
A direct account of what broke and what changed after.
What to ask if the answer is vague
Reframing a group exit as unrelated personal decisions.
Who else did your last few customers look at before choosing you?
Why it’s worth asking
Public sources name the other companies in this market but not who wins. The answer tells you whether they know their own market.
What a useful answer would include
A named competitor and a specific missing capability, without defensiveness.
What to ask if the answer is vague
“We don't really have competitors.”
Evidence and limits.
Grey highlights information we couldn’t establish. Amber highlights information that sources disagree on.
Sources and research notes
Every figure here is computed from the evidence and links to its source. AI gathers that evidence and reads the pages it comes from, so a wrong source or a misread page can still reach this report — follow the links before you rely on anything here.
Nothing is scored or ranked. A grade would compress this into a number about the people who work there, and hide what matters more: which questions the public record can answer, and which you will have to ask them yourself.
Coverage says how much of each question the record could answer. Under 50%, treat it as unanswered rather than settled.
Runway is not modelled. No public source discloses cash position or burn, so no runway figure appears anywhere in this report.
Of 14 workplace observations, 0 came from the company or its founders and 14 from independent voices.
Every source behind this report (63)
Published about the company (11)
Sarvam becomes India's newest AI unicorn with $234 million ...
Sarvam has raised $234 million at a $1.5 billion valuation, the company announced on Monday.
techcrunch.com ↗As of 2026-06-15 · Retrieved 2026-09-12Five-month-old Indian AI startup Sarvam scores $41M funding
Sarvam AI has come out of stealth mode and announced it has raised $41 million
techcrunch.com ↗As of 2023-12-06 · Retrieved 2026-09-12Indian AI lab Sarvam's new models are a major bet on the viability of open source AI | TechCrunch
Founded in 2023, Sarvam has raised more than $40 million in funding and counts Lightspeed Venture Partners, Khosla Ventures, and Peak XV Partners (formerly Sequoia Capital India) among its investors.
techcrunch.com ↗As of 2026-02-18 · Retrieved 2026-09-12India's Sarvam launches Indus AI chat app as competition heats up | TechCrunch
Sarvam has raised $41 million to date from investors, including Lightspeed Venture Partners, Peak XV Partners, and Khosla Ventures
techcrunch.com ↗As of 2026-02-21 · Retrieved 2026-09-12India's Sarvam wants to bring its AI models to feature phones, cars, and smart glasses | TechCrunch
techcrunch.com ↗As of 2026-02-18 · Retrieved 2026-09-12Sarvam raises $234 million led by HCLTech at $1.5 billion valuation - The Economic Times
India’s homegrown artificial intelligence startup Sarvam AI has raised $234 million in an ongoing funding round led by HCLTech
economictimes.indiatimes.com ↗As of 2026-06-15 · Retrieved 2026-09-12AI Startup Sarvam Turns Unicorn After Raising $234 Million ...
Sarvam on Monday announced that it has entered the unicorn club after raising $234 million in the first close of its $300 million Series B funding round
www.ndtv.com ↗As of 2026-06-15 · Retrieved 2026-09-12Sarvam AI becomes unicorn after raising $234M as India doubles down on home-grown AI | YourStory
Sarvam AI has raised $234 million in the first close of its Series B funding round
yourstory.com ↗As of 2026-06-15 · Retrieved 2026-09-12Sarvam AI Bags $74M Series B in Huge NVIDIA-Led Round
Sarvam AI is set to raise $74 Mn (Rs 698 Cr) in an extension of its Series B round, led by NVIDIA Corporation
startupfeed.in ↗As of 2026-08-27 · Retrieved 2026-09-12Sarvam AI gets Nvidia funding, days after announcing plans to make 1 trillion parameter AI model - India Today
www.indiatoday.in ↗As of 2026-08-05 · Retrieved 2026-09-12Sarvam AI: Building sovereign AI for India - Bessemer Venture Partners
Bessemer Venture Partners invests in Sarvam’s $300M Series B
www.bvp.com ↗As of 2026-06-15 · Retrieved 2026-09-12
Reviews and public forums (4)
r/developersIndia on Reddit: Sarvam AI Review, Work Culture, Pay Range for recent grads
I’ve completed all the interview rounds and have one final interview left with the CEO.
www.reddit.com ↗As of 2025-12-15 · Retrieved 2026-09-12Sarvam 105B, the first competitive Indian open source LLM | Hacker News
what exactly is Sarvam AI?
news.ycombinator.com ↗Retrieved 2026-09-12Sarvam Software Pricing, Alternatives & More 2026 | Capterra
www.capterra.com ↗Retrieved 2026-09-12r/AI_India on Reddit: What are Your opinions on latest Sarvam models?
Sarvam 1 is already 40M+ and even if we takeUSA reports then Deepseek Crushes them all the way through,despite the breakthroughs in last 2 years.
www.reddit.com ↗Retrieved 2026-09-12
The company’s own pages (4)
Sarvam raises $300M Series B
Sarvam, India's full-stack sovereign AI company, today announced that it has raised $234 million in the first close of its $300 million Series B at a post-money valuation of $1.5 billion.
www.sarvam.ai ↗As of 2026-06-15 · Retrieved 2026-09-12News finding
sarvam.ai ↗Retrieved 2026-09-12Partnerships | Sarvam AI
sarvam.ai ↗Retrieved 2026-09-12Sarvam AI x YCP India | Accelerating Enterprise AI Adoption
www.sarvam.ai ↗Retrieved 2026-09-12
Profiles and company databases (16)
2026 Funding Rounds & List of Investors - Sarvam - Tracxn
Sarvam has raised a total of $275M over 4 funding rounds: 1 Seed and 3 Early-Stage rounds.
tracxn.com ↗As of 2026-09-08 · Retrieved 2026-09-12Sarvam - 2026 Company Profile & Team - Tracxn
Sarvam has raised $350M in funding from investors like Lightspeed Venture Partners, HCL Technologies and Peak XV Partners
tracxn.com ↗As of 2026-09-08 · Retrieved 2026-09-12Sarvam - 2026 Latest Shareholding & Valuation - Tracxn
Sarvam's current valuation is $1.5B
tracxn.com ↗As of 2026-09-01 · Retrieved 2026-09-12Artificial Intelligence in Generative AI in India - 2026 Market & Investment Trends - Tracxn
Sarvam | Developer of artificial intelligence models for speech and document processing | Bengaluru (India) | 2023 | Series B | $350M
tracxn.com ↗As of 2025-01-24 · Retrieved 2026-09-12List of 31 Voice AI Startups in South Asia & Market Trends (Aug 2026)
Total Funding till date: $53.8M
tracxn.com ↗As of 2026-08-02 · Retrieved 2026-09-12Sarvam Raises $234M in Series B at $1.5B Valuation - LinkedIn
Has $342M in total funding, with 2 prior funding rounds.
www.linkedin.com ↗As of 2026-06-15 · Retrieved 2026-09-12🤝 HCLTech will invest $150M as the lead strategic investor in Sarvam, India's full-stack sovereign company. | HCLTech
www.linkedin.com ↗As of 2026-06-15 · Retrieved 2026-09-12The photo of Sarvam founders Pratyush Kumar, Vivek Raghavan and the rest of us beaming for a selfie is one of my happiest clicks of the year
Yesterday, Sarvam announced it has raised $234 million as part of a $300M Series B at a $1.5 billion valuation, making it India's newest unicorn.
www.linkedin.com ↗As of 2026-06-16 · Retrieved 2026-09-12AI startup Sarvam has become India’s 130th unicorn after raising $234 Mn (about ₹2,210 Cr) as part of its $300 Mn Series B funding round at
Sarvam has become India’s 130th unicorn after raising $234 Mn (about ₹2,210 Cr) as part of its $300 Mn Series B funding round
www.linkedin.com ↗As of 2026-06-15 · Retrieved 2026-09-12Sarvam Raises $234M at $1.5B Valuation for Sovereign AI Stack | DigiScoop posted on the topic | LinkedIn
www.linkedin.com ↗As of 2026-06-18 · Retrieved 2026-09-12Sarvam
platform.tracxn.com ↗Retrieved 2026-09-12Peak XV Partners - 2026 Investor Profile, Portfolio, Team & Investment Trends - Tracxn
tracxn.com ↗As of 2026-09-01 · Retrieved 2026-09-12sarvam
linkedin.com ↗As of 2026-06-25 · Retrieved 2026-09-12We’re hiring ⚡️ It’s an exciting time at Sarvam. We’re chasing ambitious goals and looking for builders to help us get there. | Sarvam
www.linkedin.com ↗As of 2025-05-15 · Retrieved 2026-09-12Who actually works at Sarvam? | Amit Singh
I analyzed 220 public profiles of people working at Sarvam to understand how they built one of India's most important AI companies.
www.linkedin.com ↗As of 2026-06-27 · Retrieved 2026-09-12You can learn a surprising amount about a company just by studying who it hires. | Sai Kaivalya Garapati
I analyzed 220 public profiles of people working at Sarvam to understand how they built one of India's most important AI companies.
www.linkedin.com ↗As of 2026-06-29 · Retrieved 2026-09-12
B2B data providers (28)
Latest funding: Series B, raised 234000000, on 2026-06-01
B2B data providersAs of 2026-06-01 · Retrieved 2026-09-12Funding round: Series A
B2B data providersAs of 2023-12-07 · Retrieved 2026-09-12Funding round: Series B
B2B data providersAs of 2026-06-01 · Retrieved 2026-09-12Funding round: Seed Round
B2B data providersAs of 2023-10-01 · Retrieved 2026-09-12Funding round: Corporate Round
B2B data providersAs of 2023-08-01 · Retrieved 2026-09-12Annual revenue: USD 1,000,000
B2B data providersRetrieved 2026-09-12Leadership layer census derived from roster
B2B data providersRetrieved 2026-09-1222 named people on the leadership record
B2B data providersRetrieved 2026-09-12Founder: Vivek Raghavan — Co-Founder
B2B data providersRetrieved 2026-09-12Founder: Pratyush Kumar — Co-Founder (previously Microsoft, IBM)
B2B data providersRetrieved 2026-09-124 key executive arrivals recently
B2B data providersRetrieved 2026-09-12Currently hiring: 40 mid_senior, 20 manager, 1 head, 1 junior
B2B data providersRetrieved 2026-09-12Headcount: 424 employees
B2B data providersRetrieved 2026-09-12Team composition by department
B2B data providersRetrieved 2026-09-12Tenure by department computed from roster
B2B data providersRetrieved 2026-09-12Roster-derived annualised attrition: 15.1%
B2B data providersRetrieved 2026-09-12Headcount timeline
B2B data providersRetrieved 2026-09-12Top companies the current team came from
B2B data providersRetrieved 2026-09-12Top companies people go to after leaving
B2B data providersRetrieved 2026-09-12154 of 489 people who ever worked here have left; named: 2 who left within 12 months, 1 who stayed longer
B2B data providersRetrieved 2026-09-12Monthly website visits: 1,239,235
B2B data providersRetrieved 2026-09-12Website visits over 22 months
B2B data providersRetrieved 2026-09-1252 active job postings
B2B data providersRetrieved 2026-09-1253 open postings, by title
B2B data providersRetrieved 2026-09-12130 technologies detected on website
B2B data providersRetrieved 2026-09-1262 open roles on the company's ashby job board, Engineering the largest function
B2B data providersRetrieved 2026-09-1230 dated traction events (partnerships, integrations, launches)
B2B data providersAs of 2026-09-10 · Retrieved 2026-09-128 companies competing in Indic-language AI, speech, translation, and conversational-agent platforms
B2B data providersAs of 2026-09-12 · Retrieved 2026-09-12
Report sample-sarvam-2026-09-12. Public profiles may be incomplete or out of date.
We use AI to help prepare reports. It can make mistakes, so check important details before relying on them.