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Need AI API Integration?
We Build It Properly.

Need AI API Integration?
We Build It Properly.

We align modern AI APIs with your business goals.
GPT, Whisper, Stable Diffusion, LangChain, Pinecone—
delivered as reliable, maintainable production systems.

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GPT Workflow Automation
Summarization, generation & structured drafting pipelines.
Whisper Speech Processing
Transcription, captions & meeting log automation.
LangChain & RAG
Enterprise doc + DB grounded retrieval Q&A.
Stable Diffusion
Image generation/editing with Stripe billing integration.

Why Our AI Development Is Different

Not just calling APIs—architected for reliability, cost control & scale.

Goal‑Driven Architecture

Design starts from measurable business outcomes—not raw feature lists.

API Chaining

Orchestrated multi‑step pipelines: input → processing → output automation.

Security & Audit Logs

Persist inputs & outputs with filtering, traceability & governance.

RAG Retrieval

Vector DB ingestion + contextual GPT retrieval for grounded answers.

Accurate Costing

Call patterns & usage forecasting for predictable OPEX.

Response Tuning

Prompt strategy + fallback handling for consistent quality.

Pre‑Processing

Normalize & clean text / image / audio before inference.

Post‑Processing

Filter, rank & structure raw AI outputs for production UX.

AI Integration Budget Guide

We architect & integrate the right AI APIs for each objective.
Below are example scopes and indicative pricing.

Type Description Development Review Estimate
AI Demo Web App (1 Page) Single‑purpose presentation demo
Ex) Image moderation, summarizer, CV generator, speech→text 		3 days 1 day $3,000USD
AI Feature MVP User input → AI output generation
Ex) AI chatbot, product description generator, translation hub 		7 days 3 days $5,000USD
AI Chaining Automation MVP Multi‑API orchestration pipeline
Ex) Image→text→summary, Whisper→GPT→summary + DB 		10 days 5 days $10,000USD
Full AI‑Integrated MVP User/admin separation + billing, analytics, RAG search
Ex) GPT response mgmt + vector search + Stripe + admin dashboard 		14 days 7 days $15,000 ~ 20,000USD

Practical AI Integration Examples

Representative AI feature patterns we build and productionize.

GPT Content Generation

Automated drafting of emails, resumes & business plans

Whisper Speech Recognition

Convert meeting audio into transcripts & summaries

Stable Diffusion Image Generation

On‑demand image generation with Stripe‑based billing

LangChain & RAG

Vectorized PDF / DOC knowledge with semantic Q&A

DeepL Translation Fusion

Hybrid GPT + DeepL multilingual content platform

Speech → Text → Summary

End‑to‑end meeting note automation with summarization

OCR + GPT Summarization

Extract text from scans/images then provide AI summary

Slack Chatbot Integration

Internal Slack AI copilot linked to your knowledge

Execution Workflow

Transparent, time‑boxed stages from first contact to stable launch.

  • 1. Initial Inquiry & Quick Estimate
    Submit via Request page → scope & indicative schedule returned within 1 business day.
  • 2. Agreement & Kickoff
    50% kickoff payment to start. Platform escrow or performance bond optional as needed.
  • 3. Environment Provisioning
    Same/next day infra setup (your EC2 or ours) with optional walkthrough call.
  • 4. First Working Release
    Initial functional version deployed ahead of the interim review milestone.
  • 5. Feedback & Iteration
    Structured review window: implement change requests; synchronous calls if clarifications needed.
  • 6. Final Delivery & Handover
    Final code + docs delivered → balance payment → 1‑month bug warranty & knowledge transfer.

Frequently Asked Questions

Key questions clients ask before engaging: scope, timeline, cost control & delivery model.

Usage (OpenAI, DeepL, Pinecone, etc.) is billed to your own accounts; we connect under your keys.
System prompt strategy, guardrails, retries, post‑filters & evaluation loops increase consistency.
We can add admin review, user confirmation steps or RAG grounding to reduce unreliable output.
Feature scope, API count, orchestration depth & data persistence needs define effort. Request a tailored quote.
Infra/domain separate. We deploy to yours or provide a complimentary EC2 for 1 month.
Yes—complete source + deployment scripts + prompt templates with a 1‑month bug warranty.
• 1‑page demo: 3d + 1d review
• Single API MVP: 7d + 3d review
• Chaining MVP: 10d + 5d review
• Full admin MVP: 14d + 7d review
Standard 50% upfront / 50% on delivery. Escrow or performance bond optional.
Yes. Expedited night/weekend delivery available (surcharge may apply).
Provide Figma / PDF / image assets; higher specificity can extend scope slightly.
Flutter cross‑platform builds with the same AI backend integration are available.
Yes—selective integration for existing PHP, Node.js, Python stacks is common.
• Backend: Laravel, Livewire, MySQL
• Front: Blade, Bootstrap, Alpine.js
• AI: OpenAI, HuggingFace, LangChain, Python
• Infra: AWS EC2, Route53, Cloudflare
• Extras: Redis, PayPal, LINE API
Stored in environment (.env) or rotated via admin panel with proper access controls.
1‑month warranty; afterward monthly retainer or per‑ticket support options.
Yes—conventional structure, clear naming, comments & handover documentation.

Ready to Add AI Features to Your Product?

From complex multi‑API orchestration to focused automation—
we help you ship reliable, outcome‑driven AI fast.

Request a Quote