Engineering Services
Production Systems, Not Generic Proofs-of-Concept.
We combine modern software engineering rigor with state-of-the-art AI foundations. We build tools that integrate directly into your operational stack and withstand edge cases.
01·Core Capability
AI Agents & Workflow Automation
Replace repetitive manual operations with deterministic, self-healing automated pipelines.
The Challenge:Teams spend hundreds of manual hours every month copy-pasting data between SaaS tools, triaging emails, extracting PDF figures, or answering routine operational inquiries.
Our Approach:We design custom AI agents and background workers that integrate directly with your messaging channels (WhatsApp, Slack, Email) and internal APIs to process tasks autonomously with human checkpoints.
What We Deliver
- ✔Custom multi-step autonomous agent pipelines
- ✔WhatsApp & Slack operational bot integration
- ✔Document triage and automated data classification
- ✔Deterministic error handling and escalation queues
- ✔Full observability, logging, and audit trail dashboards
Primary Technologies
PythonFastAPIOpenAI / Anthropic APIsLangChainRedisDocker
02·Core Capability
RAG & Knowledge Retrieval Systems
Turn company archives, technical manuals, and SOPs into an interactive, cited intelligence layer.
The Challenge:Critical organizational knowledge is locked inside PDFs, Google Drive folders, and old databases. Employees waste hours searching, and generic LLMs hallucinate inaccurate facts.
Our Approach:We build production-grade Retrieval-Augmented Generation (RAG) engines using hybrid search, precise reranking, and zero-hallucination grounding protocols that always cite exact sources.
What We Deliver
- ✔Hybrid semantic and lexical search pipelines (pgvector / Qdrant)
- ✔Automated document ingestion, OCR, and chunking engines
- ✔Source citation with page-level traceability
- ✔Role-based access control (RBAC) across knowledge bases
- ✔Latency and token-cost optimization benchmarking
Primary Technologies
pgvectorQdrantPythonLlamaIndexTypeScriptPostgreSQL
03·Core Capability
Custom Web Applications & Backends
Tailored internal tools and SaaS architectures engineered for high reliability and scale.
The Challenge:Off-the-shelf software doesn't fit your proprietary business logic, charges exorbitant per-seat subscriptions, and locks your operational data into closed ecosystems.
Our Approach:We build performant, dedicated web applications, admin portals, and robust REST/GraphQL APIs with clean architectures that your team owns completely.
What We Deliver
- ✔Modern web applications with clean, responsive UX
- ✔High-throughput REST and GraphQL backend services
- ✔Relational database architecture and migrations
- ✔Third-party API integrations and webhooks
- ✔Containerized deployment configurations (Docker, VPS, Cloudflare)
Primary Technologies
TypeScriptReact / Astro / Next.jsNode.jsGoPostgreSQLTailwind CSS
04·Core Capability
AI Prototyping & Rapid MVP Development
From concept to validated working software in weeks, not quarters.
The Challenge:Early-stage ideas and internal innovation initiatives often stall due to prolonged development cycles, unclear technical feasibility, or over-engineering.
Our Approach:We build tight, functional prototypes and production-ready MVPs that validate technical feasibility and client demand before committing major capital.
What We Deliver
- ✔Rapid architectural feasibility evaluation
- ✔Functional working prototype within 2-3 weeks
- ✔Production-ready codebase ready for incremental growth
- ✔Cost-per-query analysis for AI-dependent features
- ✔Interactive product demo for stakeholders or investors
Primary Technologies
AstroTailwind CSSFastAPICloudflare PagesVercelSupabase