Floworks sells AI sales reps for $498 a month, then hires humans to do the calling
The YC-backed Bengaluru startup's homepage now demos a voice agent while its job board carries nine openings, including human SDRs hired to cold-call US clients from India. Its own price sheet puts a human rep at up to $7,500 a month, fifteen times the product's list price.
Vincent Jiang · 3 min read
The posting went up on September 26, 2026: sales development representative, one to three years' experience, proven at cold calling US clients, comfortable on a US shift, remote from Chhattisgarh in central India 1. The employer, Floworks, sells software that does this exact job. Its homepage pitches "AI agents that fill your sales pipeline," automation that runs "without requiring any human in the loop" 2. Nine openings sat on its job board that day 1.
A $498 product against a $7,500 person
Floworks' Ultra plan costs $498 a month for 7,500 email and LinkedIn reachouts into 1,000 contacts 3. The company's own comparison sheet prices a human US rep at $4,000 to $7,500 a month and a "typical AI SDR" at $2,500 3. Apollo.io, the incumbent named in that table, charges $49 to $119 per seat a month on its own page: software per person, not an agent per pipeline 4. Y Combinator lists Floworks as a Winter 2023 company from Bengaluru, founded 2022, team of 20 5.
Floworks prices its AI sales team at a fifth of a typical AI SDR
- Estimate
Data
| Value | Range | |
|---|---|---|
| Floworks Ultra | $498/mo | — |
| Typical AI SDR (estimate) | $2,500/mo | — |
| Human SDR, US/global (estimate) | $5,750/mo | $4,000–7,500/mo |
Four agents, and the phone only rings in
The product is a four-agent team: Jesse prospects across 700 million contacts, Alisha writes the email, Linda works LinkedIn, and Sam, the newest, answers inbound voice calls in English, Hindi and regional languages, qualifies the lead and books the meeting 2. Sam answers; it does not dial. Outbound calling is the half of the SDR job the agents leave uncovered, and one pricing tier, pay per meeting, is sold as a "managed lead generation service" 3. The postings do not say whether the Chhattisgarh hires feed that service or Floworks' own pipeline; that question is open 1.
The moat is a benchmark from 2024
Underneath sits ThorV2, the proprietary model of co-founder Sudipta Biswas, an ex-Goldman Sachs+1.73% — Goldman Sachs, up 1.73 percent today quant 5. The research page claims 90.1% accuracy on 142 HubSpot−1.60% — HubSpot, down 1.60 percent today queries against GPT-4o at 51% and Claude-3 Opus at 78%, at $0.007 a query versus GPT-4o's $0.018 6. Those two models were released in March and May, per the paper, whose own evaluation prompts carry a May 2024 timestamp; nothing shipped since is tested 6. The page also disagrees with itself: its table charges $0.007 a query while its chart says $0.0007, and its latency is 2.31 seconds in one graphic and 630 milliseconds in another 6. The marketing stretches further. The homepage claims 700 million contacts where the workflow page says 275 million, and its $1 million of pipeline "generated for customers in 2025," divided across the "1000+ top global customers" it also claims, is under $1,000 of pipeline per account for the year 27.
ThorV2's accuracy win is measured against two models from spring 2024
Data
| Value | |
|---|---|
| ThorV2 | 90.1% |
| Claude-3 Opus | 78% |
| GPT-4o | 51% |
Everyone hires the humans
Hiring sellers to crack the US is what any 20-person vendor does. 11x, with $70 million-plus from a16z and Benchmark, fields Alice on outbound and Julian, an inbound phone agent 8; Artisan's Ava queues call steps for human reps to dial 9. Floworks runs the same hybrid. If $498 holds, the first wage it undercuts is the one on its own sheet: the US SDR at $4,000 to $7,500 a month 3. It just does not market it that way.
Three questions the site does not answer
Whether the pay-per-meeting tier is staffed by the people its ads would replace; whether ThorV2 is ever benchmarked against a model released after May 2024; and whether $498 survives the price war it started. Floworks names investors, YC, SenseAI and Beyond Capital, but states no funding amount, no revenue and no churn anywhere on its site, so the $498 cannot be checked against unit economics 25. The category sells the rep that never sleeps; its maker still staffs the night shift.
Deepdive
AI-generated from this story and its cited sources. Not investment advice.
