AI Customer Support Agents
24/7 agents that resolve tickets, answer from your knowledge base, and escalate to humans only when needed — across chat, email, and WhatsApp.
FreshCodes is a new-age AI development company. We design and build AI agents, LLM-powered applications, and AI-native web and Flutter mobile apps — from strategy to production and scale.

What are you here to build?
AI-first doesn't mean AI-only. We're a full-service software company — pick your lane and we'll take it from there.
AI agents & LLM features
Automate workflows or add intelligence to an existing product.
Explore AI services WebWeb app development
React, Node.js, Laravel, WordPress — SaaS, portals, e-commerce.
Explore web MobileMobile app development
Flutter, iOS, and Android apps from MVP to millions of users.
Explore mobile CustomCustom software & SaaS
Business systems, multi-tenant platforms, integrations, cloud.
Explore customFrom autonomous AI agents to AI-native web and mobile apps — every service is built to make your product smarter, faster, and ready for what comes next.
Not experiments — production AI that cuts costs, speeds up work, and grows revenue. Here's what we actually build for clients.
24/7 agents that resolve tickets, answer from your knowledge base, and escalate to humans only when needed — across chat, email, and WhatsApp.
Agents that qualify inbound leads, personalize outreach, book meetings, and keep your CRM updated automatically.
Extract, validate, and route data from invoices, contracts, forms, and PDFs — straight into your ERP or accounting system.
Add an assistant inside your web or mobile product that answers questions, guides users, and performs actions on their behalf.
Ask questions in plain English and get charts, summaries, and alerts from your business data — no SQL, no waiting on reports.
Private assistants over your policies, docs, and tools so employees get instant answers and routine requests are handled automatically.
From AI strategy to launch, without the guesswork
Six clear stages — from AI opportunity mapping to production monitoring — with weekly demos and a shared project board so you always know what shipped and what's next.

AI Discovery & Strategy
We map where AI creates real value in your business and define what's worth building first.
Team & Data Setup
A dedicated squad — AI engineers, developers, designers, and a lead — plus a clear data plan.
Experience Design
Human-centered design for AI interactions you review and approve before code is written.
Build & Integrate
Weekly sprints shipping models, agents, and app features together, with daily updates.
Evaluation & QA
Automated tests plus AI evaluation suites — accuracy, safety, and cost measured before release.
Launch & Improve
Deploy, monitor model performance, and iterate — 24/7 support after your product goes live.
Your AI-first technology partner
We combine deep AI engineering with proven product delivery: daily updates, weekly sprints, secure data handling, and on-time launches. Intelligence is designed in from day one — not bolted on later.

AI engineering depth
Hands-on experience with LLMs, agents, RAG, and evaluation — not just API wrappers.
Time zones handled
US and India teams overlap your hours — no waiting a day for answers.
Built to scale
Architecture and model costs designed for growth, so the product scales cleanly.
Responsible AI & data security
Guardrails, human review, and hardened data handling included by default.
On-time delivery
Realistic timelines set together, then hit — a track record we protect.
Faster time to value
CI/CD, reusable AI components, and weekly releases get you live sooner.
Results our clients can measure

Nurture Ops
Problem: Support inbox of 1,200+ emails a week; 6-hour average first response.
Solution: AI triage agent that drafts replies from order data, escalates edge cases, and updates the CRM.

Verdant Health
Problem: Paper intake and phone booking across 9 clinics; high no-show rate.
Solution: Patient app with AI symptom intake, self-booking, reminders, and HIPAA-aligned records.

LedgerLoop
Problem: Agency bookkeeping done in spreadsheets; no path to a scalable product.
Solution: Multi-tenant SaaS with Stripe billing, roles, and AI invoice extraction.
Engagement models
Every project is custom-scoped. It starts with a free discovery call, then a tailored proposal with timeline and pricing for your exact needs.
Fixed-scope project
Defined deliverable, timeline, and price. Best for MVPs, AI pilots, websites, and feature builds.
Dedicated team
Your own squad — engineers, designer, project lead — working in weekly sprints on your roadmap.
AI-ops retainer
Keep AI features accurate and affordable after launch — monitoring, evals, prompt updates, and support.
What clients say about working with FreshCodes
See our work“They didn't just create a functional website for my business — they created an online experience that truly captured the essence of my brand.”
BruceFounder, retail brand · Canada · AI-powered web platform“I was hesitant about outsourcing app development, but FreshCodes created an app that exceeded my expectations and has helped my business grow.”
ParasCEO, food-delivery startup · Malaysia · Flutter mobile app“A professional, skilled, and responsive team. They took the time to understand my needs, and the result was a top-quality web app that helped my business thrive.”
RaviCTO, B2B SaaS · USA · AI-native SaaSInsights on AI, web & mobile development
View all articles
When to Build an AI Agent — and When a Simple Workflow Is Enough
Agents are powerful, but most business automation doesn't need one. A decision framework we use with every client.

Agents vs. Chatbots: What Business Leaders Should Know in 2026
A chatbot answers questions; an agent takes action. Here's why that distinction changes your ROI math.

RAG in Production: 7 Lessons from Shipping Knowledge Assistants
Retrieval-augmented generation looks simple in a demo. Production is a different story.
AI development FAQs — 2026 edition
Autonomous AI agents that run workflows end to end, copilots embedded in your product, multimodal apps that understand text, voice, images, and documents, plus the data pipelines, evaluation, and cloud infrastructure that keep them reliable.
Yes — this is our most common engagement. We integrate LLM features, agents, semantic search, and document intelligence into existing web and mobile apps through APIs and modular services, usually with zero downtime.
A chatbot answers questions; an agent takes actions — triaging tickets, updating your CRM, drafting and sending follow-ups, reconciling data. If the goal is to remove manual work rather than just answer faster, you need an agent.
Retrieval over your own data (RAG), structured guardrails, human-in-the-loop review where stakes are high, and automated evaluation suites that score accuracy, safety, tone, and cost before every release.
Anthropic Claude, OpenAI, Google Gemini, and open-source models like Llama and Mistral. We build model-agnostic, so you can switch providers as pricing and quality change — no lock-in.
Your data stays in your cloud account. We support private or self-hosted model deployments, encryption in transit and at rest, PII redaction, and GDPR, HIPAA, and SOC 2-aligned practices when required.
Every project is custom-priced based on scope, data readiness, and integrations. An AI pilot or agent MVP typically ships in 4–8 weeks; a full AI-native product takes 3–6 months. After a free discovery call you receive a tailored proposal with scope, timeline, and pricing — including projected model running costs.
Both. AI is a layer, not a replacement: we still ship Flutter for cross-platform mobile and React/Node.js/Laravel for web — now with AI features, on-device models, and assistants designed in from day one.
We monitor model performance, cost, and drift, retrain or re-prompt as your data changes, and provide 24/7 support. Most clients keep us on a monthly AI-ops retainer to keep improving results.
Related search
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Ready to build something — AI or otherwise?
Tell us what you're building — we'll reply within one business day with an AI roadmap, timeline, and estimate.
Free AI readiness audit included with every discovery call · NDA on request · You own 100% of the code