How a Bangalore RegTech firm cut market scanning from 12 hours a day to 90 seconds — and won a ₹1.4 Cr tender they would otherwise have missed.
Trustline RegTech is a Bangalore-based compliance platform serving 85 banks and NBFCs across India with KYC, AML, and transaction-monitoring infrastructure. Series B, 140 employees, ₹62 Cr ARR.
Their protagonist: Aakash Mehrotra, Head of Strategy — the person every CXO pings on Sunday night asking "did you see what [competitor] just launched?" His recurring nightmare: finding out from a customer first.
Two analysts on Aakash's team spent roughly 6 hours each, every weekday, scanning the same 40-odd sources: GeM tender portal, RBI and SEBI notification pages, IRDAI circulars, 14 competitor websites, 22 LinkedIn company pages, plus a rotating list of industry publications. Despite that, signals kept slipping. A direct competitor quietly cut their per-API price by 22% in March; Trustline found out 9 days later when a customer used it as leverage in a renewal.
A ₹3.2 Cr PSU bank tender for a KYC overhaul closed before anyone on the team saw it — because it was filed under a GeM category nobody was watching. The CEO's response was short and unprintable. Clients had begun flagging RBI circulars to customer success before Trustline's own compliance leads had seen them.
Signal-to-noise was brutal: of roughly 180 items reviewed per day, maybe 8 actually mattered.
Vynara built a configurable market intelligence agent that ingests signals from 47 sources: tender portals (GeM, state eProcurement), regulator feeds (RBI, SEBI, IRDAI, MeitY), 18 competitor websites with diff detection on pricing and product pages, 22 LinkedIn company pages, 3 news APIs, and 6 industry publications.
Each signal runs through a Claude-based classifier that tags it by topic, urgency tier, and owning team, then routes it to the right Slack channel with a 2-line summary and a source link. Daily 8 AM digest for leadership; pricing changes, tender deadlines, and regulator alerts push instantly. Built in 5 weeks. Humans still own what to bid for, what to respond to, and what to ignore.
On a Sunday at 2 AM the bot caught that a competitor had slashed their video-KYC pricing by 30%. By Monday standup we had a counter on the table. Six months ago we'd have heard about it from a churned customer.
My analysts stopped feeling like browser tabs with legs. They actually do analysis now.
The trick isn't the LLM — it's the source list and the routing logic. Vynara ships that part.