Engineering, with discipline.
Intelligence, with rigor.
TapasNGS builds modern AI and cloud systems for teams that need reliability, velocity, and measurable outcomes—without compromise.
Built like a product. Delivered like a partner.
Orepli launch
Shipped a dual-channel grounded agent—email automation plus an embeddable chat widget—with per-tenant billing gates and full audit trails.
FeeGoat — US & India
Shipped an automated fee collection platform for educators and small businesses across the US (Zelle) and India (UPI)—with automated reminders and real-time dashboards.
CI signal overhaul
Rebuilt flaky automation into reliable release signals with measurable confidence gains.
Systems that hold up under pressure.
We work where complexity is real: production, scale, compliance, latency, cost, and human workflows. We start with how the system behaves under stress—then build for clarity, proof, and craftsmanship.
AI Engineering
LLMs, RAG, evals, guardrails, production AI
Cloud & Platform
Kubernetes, secure infra, observability
Quality Intelligence
Risk-based automation, CI confidence
Data & Search
Vector search, pipelines, knowledge systems
The problem we solve.
Modern systems are powerful—and fragile. AI works in demos but fails in production. Cloud platforms scale but become expensive and opaque. Automation exists but doesn’t reflect real user risk. Data is available but rarely trusted.
Diagnosis
The problem isn’t technology. It’s lack of engineering discipline across the system.
Clarity first. Proof always.
We don’t start with tools. We start with how the system behaves under stress.
What breaks at scale
What operators struggle with at 3 a.m.
What leaders actually care about: risk, reliability, and outcomes
Every engagement is designed around measurable improvement—not activity
Proof isn’t a slide. It’s a system.
We don’t sell vibes. We show signals—what changed, what improved, what became easier to operate.
Open Proof ConsoleThe Tapas way.
How we work.
We work best with teams who care deeply about doing things right.
Senior, hands-on engineers
Clear problem framing
Defined success metrics
Tight feedback loops
We stay small by design. This keeps accountability high—and delivery sharp.
Recent highlights.
Orepli launch
Shipped a dual-channel grounded agent—email automation plus an embeddable chat widget—with per-tenant billing gates and full audit trails.
FeeGoat — US & India
Shipped an automated fee collection platform for educators and small businesses across the US (Zelle) and India (UPI)—with automated reminders and real-time dashboards.
CI signal overhaul
Rebuilt flaky automation into reliable release signals with measurable confidence gains.
Platform resilience
Introduced golden signals and runbooks to cut incident diagnosis time.
Products built to last.
TapasNGS ships two live products: Orepli, a grounded AI agent for customer conversations across email and chat; and FeeGoat, an automated payment collection platform for US and Indian educators and businesses.
Both products are built on the same foundation: auditability by default, no hidden fees, and engineering-grade reliability. Orepli is live at orepli.com. FeeGoat is live at feegoat.com.
See all products →Orepli: grounded AI email agent + on-site chat widget from a single knowledge base
FeeGoat: automated fee collection via Zelle (US) and UPI (India)—zero FeeGoat markup on direct transfers
Automated WhatsApp and email reminders, real-time dashboards, full audit trails
Let’s build something that lasts.
No spam. No pressure. Just clarity.