While India's technology conversation has
spent the last two years on sovereign LLMs, benchmark comparisons, and AI
summits, VoxTurn has been doing something quieter: deploying voice AI in
production for Indian enterprises, at scale, in regional languages, on outbound
and inbound phone operations that run around the clock.
The company today is putting its experience
on record. After two-plus years of building voice AI systems for clients across
real estate, healthcare, and consumer businesses, VoxTurn is making a direct
claim: for high-volume phone operations in India, AI voice agents are not just
comparable in cost to human telecallers. When you do the full math, they are
often cheaper.
The problem, VoxTurn says, is that most enterprises are not
doing the full math.
The typical procurement comparison sets an
AI vendor's per-minute rate against a telecaller's monthly salary. On the
surface, this makes the human look cheaper. But this comparison measures two
different things. A monthly salary does not tell you the cost of a productive
talk-minute once you load in what a contact centre floor actually costs to run.
Across Indian enterprise operations, a
standard outbound telecaller logs roughly 90 to 120 minutes of actual talk time
per day, after accounting for no-pickups, call setup, wrap-up, breaks, and the
recovery time that follows a run of rejections. At a base salary of Rs 15,000 a
month across 24 working days, and productive talk-time of 120 minutes a day,
base cost works out to approximately Rs 5.20 per productive minute, before a
single additional cost is applied.
By the time you add PF, ESI, and gratuity
at 15% to 20% on base, outbound telephony at Rs 0.30 to Rs 0.80 per minute,
seat and infrastructure costs, team lead and QA overhead, and the cost of
attrition that runs at 30% to 60% annually across most Indian contact centre
floors, the picture changes. Based on conversations with contact centre
operators and VoxTurn's own deployment
data, the fully loaded cost of a productive talk-minute runs Rs 6 to Rs 10 in
Tier-2 cities, and Rs 12 to Rs 17 in metro operations. AI voice agents on a
comparable deployment run at Rs 2 to Rs 6 per minute.
“We didn’t build VoxTurn to replace
salespeople. We built it because we kept seeing talented sales professionals
spend their best hours on tasks that had little to do with selling. Qualifying
leads, chasing callbacks, updating CRMs, these activities can consume the
majority of a salesperson’s day, while the conversations they were actually
hired, take a back seat. The moment you take qualification off their plate, you
give them back the part of the job that drives results: meaningful customer
conversations. That’s the fundamental idea behind VoxTurn,” says Gaurav
Vishwakarma, Founder, VoxTurn.
AI belongs in the part of the funnel that
is high in volume, repetitive in nature, and hard to staff effectively:
first-touch qualification calls, outbound reminders, follow-up sequences,
off-hours inbound, and regional language coverage across shifts that no human
team can cost-effectively maintain. Human agents, freed from that grind, spend
their time on warm, qualified conversations where judgment and relationships
determine the outcome.
The same economics extend well beyond
sales. Utility helplines, loan reminders, appointment follow-ups, government
outreach programs: the constraint is identical across all of them. Too many
people to reach, not enough agents, and an attrition problem that never goes
away.
This, VoxTurn says, is where India's real
AI economy is being built.
About VoxTurn
VoxTurn is the voice and conversational
AI product line of Invorto RealTech Pvt. Ltd., a Bengaluru-based company
building AI voice agents for Indian enterprises. Since 2023, VoxTurn has
deployed voice AI in production across financial services and consumer
businesses, handling outbound and inbound phone operations in regional
languages at scale. The company was featured on Shark Tank India Season 5.