We Build Custom AI Automations
& Scale Software to Production
Eliminate manual bottlenecks with autonomous AI agents and intelligent workflows — or turn prompt-built prototypes into secure, scalable enterprise software. We engineer systems that drive measurable business growth.
What We Do
Engineering built for
the modern AI era
From autonomous AI agents to mission-critical backends, we deliver precision software and automations that drive efficiency and stay stable under pressure.
Custom AI Automations & Agentic Systems
Autonomous task agents, intelligent workflow pipelines, and private RAG systems. We replace manual repetitive processes with custom LLM-driven pipelines and document intelligence, reducing human error and cutting operational overhead.
Production Software Engineering
Scalable backends, refactored codebases, and robust database architectures. We replace spaghetti logic with clean, maintainable, high-throughput systems covered by automated tests.
Web & Mobile Applications
High-performance Next.js, React Native, and iOS/Android applications. Fast loading, responsive on every screen size, and built with intuitive user flows that maximize retention.
Technical Consultation & Architecture Audits
Architecture health checks, cloud infrastructure audits, and security vulnerability reviews. Direct, honest advisory from senior engineers who build, automate, and ship production systems.
The AI Era Reality
Vibe-coded an app but stuck at the finish line?
We engineer the critical 40% to make it production-ready.
Cursor, Claude, Lovable, and v0 make prototyping magical. But when real users arrive, prompt-built software hits a wall: broken authentication, exposed API keys, serverless timeouts, runaway token bills, and database crashes.
Spaghetti Code & Hidden Regressions
Hallucinated libraries, fragile state management, and 1,000-line monolithic files that break whenever you add a new prompt or feature.
We refactor into clean, modular TypeScript / Python architecture, enforce type safety, and install automated CI/CD test suites.
Vulnerable Auth & Leaked API Secrets
Exposed client-side API keys, disabled Row Level Security (RLS) on Supabase/PostgreSQL, and fragile session tokens ripe for exploitation.
We harden multi-tenant RBAC, lock down database RLS policies, implement server-side proxies, and automate secret management.
Database Exhaustion & Deployment Hell
Serverless connection limits crashing databases, missing schema indexes, CORS errors, and no continuous deployment pipeline.
We configure PgBouncer connection pooling, Dockerize services, optimize query indexes, and deploy auto-scaling AWS/GCP/Fly.io clusters.
Skyrocketing AI Token Bills & Laggy Responses
Uncached full-context LLM calls burning thousands in OpenAI/Anthropic bills while users wait 15+ seconds for basic operations.
We integrate Redis semantic caching, prompt compression, streaming optimization, and smart model tiering to slash costs by up to 70%.
Vibe-Coded Prototype vs Tamish Production Standard
- Works on localhost, crashes on production cloud
- Fragile database schemas with zero migration history
- Single security loophole exposes user data
- Burning $1,000s in unoptimized API token costs
- No monitoring, error tracing, or rollback capability
- 99.9% uptime SLA on containerized auto-scaling infrastructure
- Bulletproof migrations, connection pooling & indexing
- Enterprise-grade RLS, RBAC, and secure token lifecycle
- 50%–70% reduced LLM costs via semantic caching & routing
- Real-time error observability (Sentry/CloudWatch) & CI/CD
How We Work
From prototype to production scale
A disciplined, transparent engineering pipeline designed to stabilize, ship, and scale quickly.
Audit & Discovery
We inspect your existing codebase, database schemas, and business goals. Within 48 hours, you receive a clear vulnerability, security, and scaling roadmap.
Engineering & Hardening
We refactor architectural bottlenecks, secure auth and RLS, optimize database queries, and build automated test pipelines with weekly progress demos.
Launch & Infinite Scale
Zero-downtime cloud deployment with full observability, documentation, token cost guardrails, and ongoing technical support as your user base grows.
Our Products
In-house products
We channel the exact same engineering discipline we bring to client systems into products of our own.
My Pharma Desk
Pharmacy management software built for counters across Pakistan — batch-level stock tracking, expiry alerts, billing, and credit ledgers in one calm workspace accessible from any device.
Workflow Automation
Intelligent workflow orchestration that connects your existing tools into seamless, automated pipelines — reducing manual handoffs and freeing teams to focus on work that matters.
TnTBookings
An online tours and travel portal serving both B2B travel agents and direct B2C travellers — search, compare, and book trips through a single unified platform.
Be the first to know when we ship new products.
Got Questions?
Frequently Asked Questions
Everything you need to know about partnering with Tamish Technologies to build and scale software.
We build tailored, end-to-end AI automations that eliminate manual operational bottlenecks. This includes autonomous multi-agent task pipelines, intelligent document extraction (invoices, PDFs, contracts), AI customer service copilots, automated CRM/ERP data synchronization, and private RAG systems that query your internal company documentation securely.
Yes, absolutely. That is one of our primary specialties. We preserve the working frontend UI and user experience you created, then systematically audit and refactor the backend, database schemas, Row-Level Security (RLS), authentication flows, and API integrations to enterprise production standards.
We provide an initial technical audit and stabilization roadmap within 48 hours. For standard vibe-coded prototypes and MVPs, our rapid hardening and production deployment sprints typically take between 1 to 3 weeks.
We implement Redis semantic caching, prompt distillation, and intelligent model routing (directing simple queries to cost-efficient models like Gemini Flash or Claude Haiku while reserving flagship models only for complex tasks). This consistently cuts monthly LLM token costs by 50% to 70% while drastically improving response latency.
100%. We sign a mutual Non-Disclosure Agreement (NDA) before reviewing your code or architecture. You retain full 100% ownership of all source code, git repositories, databases, and intellectual property at all times.
We do both. We build custom greenfield software, high-performance web & mobile applications, and AI automations from scratch, as well as modernize, rescue, and scale existing products.
Get in Touch
Let's build and scale
software that lasts
Tell us about your project, prototype, or bottleneck. We'll respond within one business day with an honest technical assessment and scaling plan.