INDUSTRIES
Choose your vertical.
See what we build there.
Each section covers the real problems we see in that space — the workflows, the edge cases, and the specific engineering work that fixes them.
WORKFLOWS
What the business actually runs day-to-day.
EDGE CASES
The "small" rules that break systems at scale.
WHAT WE DO
Concrete build scope, not generic positioning.
Skim 2–3 sections. The patterns and constraints will feel instantly familiar if it's your space.
Industry index
Jump to the section you care about
Structured, vertical-specific thinking — so discovery is faster and delivery scope is cleaner.
Retail & D2C
revenue-criticalWe engage when money leaks due to systemic causes: traffic peaks, promo edge-cases, ERP/PIM/OMS data drift, and performance degradation under load.
Black Friday, flash sales and burst traffic events expose architectural gaps — cart freezes, stock race conditions, payment timeouts.
Stacked coupons, B2B pricing tiers and regional rules silently produce wrong totals or block valid orders at scale.
Siloed integrations cause inventory, price and order state inconsistencies that compound into customer-facing incidents.
Campaigns, flash sales and Black Friday run without emergency engineering. No cart freezes, no race conditions, no rollbacks — orders complete.
Stacked discounts, B2B tiers and regional rules calculate as defined. No silent pricing errors, no manual corrections after orders close.
ERP, PIM and OMS stay consistent. Data drift stops before it reaches customers — inventory and order state reflect reality, not the last sync.
B2B & Wholesale
enterprise-gradeEnterprise buying is not retail. Custom pricing, multi-step approvals and quote-based workflows require a fundamentally different architecture.
Managing contract price books per customer in standard platforms becomes a maintenance nightmare at 50+ accounts.
Multi-level sign-off for orders and quotes is handled by email and spreadsheets — slow, error-prone, untrackable.
Manual quote conversion, no version tracking, no audit trail. Revenue slips between steps when the process isn't systematized.
Custom pricing scales to hundreds of accounts without spreadsheet maintenance. Customers see exactly what they've agreed — automatically, every time.
Multi-level sign-off is tracked and auditable. Large orders don't stall in inboxes — the process runs, and you see where anything is at any point.
From draft to order, the pipeline runs without gaps. No revenue falls between steps, and every quote version is on record.
"Every vertical has its own edge-cases. The fastest way to scope a project is to name them upfront — then engineer around them."
Marketplaces
multi-vendorConnecting buyers and sellers at scale means engineering for multi-tenancy, revenue distribution and conflict resolution from day one.
Manual verification, product upload and catalog sync create operational bottlenecks — sellers churn before they go live.
Revenue splits, escrow timing, refund handling and tax compliance across thousands of transactions need bulletproof logic.
Multiple sellers offering the same SKU without conflict resolution produces duplicate listings, price wars and buyer confusion.
Onboarding, verification and catalog setup are self-service and predictable. Sellers don't churn during setup — your team doesn't carry each one manually.
Commissions, splits and refunds calculate correctly across thousands of transactions. Finance doesn't chase discrepancies — reconciliation runs and matches.
Duplicate listings and conflicting data don't reach buyers. As more sellers join, product data consolidates — not fragments across the storefront.
FinTech & Payments
mission-criticalPayment infrastructure is where engineering errors cost money directly. Reliability, auditability and compliance are not optional — they are the product.
Silent timeouts, gateway errors and race conditions in transaction flows drop revenue without triggering alerts — until reconciliation fails days later.
PCI DSS scope, audit requirements and data isolation rules turn routine deployments into compliance reviews — slowing the entire engineering team.
Multi-gateway settlements, currency conversions and refund flows create discrepancies that finance teams chase manually across spreadsheets.
Every timeout, retry and state transition is logged and recoverable. Issues show up in monitoring — not in a finance spreadsheet three days later.
Architecture is scoped to contain audit surface. The team ships without repeated compliance reviews — PCI scope is bounded, not growing with every feature.
Settlements, refunds and currency conversions match automatically, daily. Finance stops working in spreadsheets — anomalies are flagged, not discovered.