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Fintech · Wealth & Investing · 50–200 · Asia-Pacific #b042_07

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Context

We offer a low-cost share trading and retirement savings app to retail investors, built by a compact in-house engineering and product team.

Industry: Fintech · Wealth & Investing
Size: 50–200 employees
Region: Asia-Pacific
Tools budget: $1K–5K per month
Needs: Data pipelines & integration. Reporting pulls from trading, payments and marketing systems with fragile scripts; we need dependable ingestion we can monitor.
Today: a first dedicated data engineer being hired to replace fragile scripts feeding analytics and reporting · Urgency: now
Regulatory reporting. Our compliance analysts compile product and market obligations by hand each quarter across trading and retirement products.
Today: an analyst hire to keep new products and markets compliant as the offering widens · Urgency: now
APM & distributed tracing. When order flow spikes at market open we struggle to trace which backend service is slowing trades.
Today: backend engineers own services end to end while scaling the trading platform · Urgency: this year
Who decides: vp engineering · team trial
Expects from suppliers: Managed pipelines with alerting when a source breaks; Tracing that works across our backend services; Transparent usage-based pricing
Not a fit: Tools that require on-site deployment; Vendors without support in our timezone
Stack: cloud: AWS-class hyperscaler, data warehouse: cloud, CI/CD pipeline in place
Buying triggers: scaling transaction volume, regulatory change

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NEEDHealthtech · Payers & Benefits · 200–1000 · North America #b035_10Unverified· Data

We run claims operations reporting through analyst-built spreadsheets and dashboards, and by the time managers see them the picture is already stale. We need reporting that connects natively to our cloud data warehouse, lets operations staff drill down to individual claims, and uses clear per-member pricing. It must work alongside our existing claims vendor.

Budget: $5K–20KTrigger: scaling transaction volumeStack: data warehouse: cloud

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