Reworks
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INTERACTIVE ARCHITECTURE CANVAS
Inspect how Reworks Studio structures multi-agent ingestion, vector search, deterministic tool execution, and voice pipelines.
Enterprise Multi-Agent RAG
High-throughput context grounding pipeline routing enterprise queries through vector indexes and deterministic function-calling tools.
Omni-Channel Stream
Qdrant Vector Cluster
Agentic Loop & Guardrails
Sandbox Tool Runner
Normalizes raw text, tickets, and e-commerce webhooks into structured schemas with HMAC signature validation.
{
"source": "api.shopify.com",
"event": "review.created",
"sentiment_hint": "critical",
"latency_budget_ms": 350
}WHAT WE ENGINEER
We focus on three high-impact capabilities that materially automate operations, elevate product experience, and drive measurable business leverage.
AI Systems & Autonomous Agents
Autonomous multi-agent loops that execute complex business tasks with deterministic guardrails.
We engineer agentic architectures that ingest unstructured data, query vector knowledge bases, call deterministic tools, and automate customer support and back-office operations without hallucination.
Business Workflow Automation & Integrations
Connect legacy databases, ERPs, CRMs, and SaaS tools into resilient background pipelines.
Eliminate hundreds of manual hours. We architect event-driven webhooks, async queue workers, and n8n/Make orchestration pipelines that sync data bidirectionally with automatic retry protocols.
Custom Software & Digital Products
Type-safe, scalable web portals, SaaS platforms, and mobile apps built with Next.js 16.
When off-the-shelf software fails your business model, we engineer production-ready web platforms and native mobile apps designed for high throughput, sub-second latency, and zero vendor lock-in.
We also engineer high-performance SaaS Dashboards, Mobile Applications, and Sub-400ms Voice Telephony Systems to support your core products.
SELECTED CASE STUDIES
Real problem statements, actual engineering solutions, and measured outcomes. We distinguish clearly between client production and internal R&D.
ReviewBoost AI
Modern e-commerce brands receive thousands of reviews daily. Responding manually is slow, while generic copy-paste templates degrade brand loyalty.
We engineered a pipeline using FastAPI, LangChain, and Qdrant vector databases. When a review is received, Qdrant retrieves exact product specs, feeds it to a constrained Llama-3 prompt, and drafts a hyper-personalized response with human-in-the-loop approval.
10,000+ simulated reviews processed with 99.4% context grounding and zero generic hallucinations.
Orbis Design Compiler
Translating static visual UI mocks and screenshots into typed, accessible React components creates days of boilerplate frontend engineering.
We developed an agentic compiler using multimodal vision models. The engine extracts bounding boxes and color palettes, transpiles visual hierarchies into clean Tailwind CSS classes, and validates the output in an instant sandboxed iframe.
Reduced layout boilerplate scaffolding time from 4 hours to under 30 seconds per component.
Baemark Store
Standard monolithic Shopify themes suffered from sluggish page loads, heavy bundle bloat, and rigid template layout restrictions for a high-end fashion label.
We decoupled their store by building a headless Next.js frontend integrated with the Shopify Storefront API. Designed with custom Framer Motion transitions, responsive image optimization, and instant cart hydration.
Sub-second catalog browsing with 99+ mobile Lighthouse performance and zero layout shift.
HOW WE CO-CREATE & SHIP
A disciplined 4-stage engineering sprint structure eliminating ambiguity, delays, and technical debt.
Discovery & System Boundary Mapping
We evaluate constraints, data schemas, compliance boundaries, and success criteria.
Interactive Prototyping & Vector Grounding
We stand up interactive sandboxes to validate LLM accuracy and user flow.
Production Engineering & Integration
Full-stack build with strict TypeScript, unit tests, and secure data pipes.
Hardening, Deployment & 100% IP Transfer
Edge deployment, security audits, and complete handover with documentation.
THE NO BLACK-BOX PRINCIPLE
We operate as a founder-led engineering studio. That means direct access to technical architects, total code ownership, and zero agency theater.
TOTAL IP & REPO ACCESS
You receive full admin rights to private Git repositories from sprint one. No hostage code, no proprietary runtime dependencies, no vendor lock-in.
FOUNDER-LED COLLABORATION
Founded by Rishi Yadav & Navdeep Bhardwaj. You collaborate directly with experienced builders who write production code, not junior account managers.
TRANSPARENT FIXED SCOPE
Every sprint is bound by explicit deliverables and milestones. We don't bill for open-ended discovery hours or pad invoices with unnecessary bloat.
COMMONLY ASKED QUESTIONS
LET'S ENGINEER YOUR NEXT SYSTEM.
Send us your product brief or schedule an engineering scoping call. You'll receive a concrete architectural response and milestone breakdown within 24 hours.