Problems This Solves
Your support staff is overwhelmed by repetitive questions, costing thousands in manual desk hours.
Keyword searches inside your text archives fail to return contextually relevant documents.
Integrating AI models into your codebase leads to hallucinated answers or slow API timeout loops.
You need to extract, format, and structure massive volumes of raw PDF files automatically.
Our Proven Process
Prompt & Token Strategy
We design prompt wireframes, choose the model tier, and map out cost-reduction filters.
Vector Database Routing
We convert raw business docs into mathematical vector embeddings and store them in Pinecone.
Assistants API Construction
We construct RAG pipelines to feed vector context into GPT prompts for accurate answers.
Streaming Backend APIs
We write server endpoints supporting real-time character-by-character token streaming to browser clients.
Security & Cost Guards
We secure API credentials in environment layers and implement rate limiters to avoid billing spikes.
Prompt & Token Strategy
We design prompt wireframes, choose the model tier, and map out cost-reduction filters.
Vector Database Routing
We convert raw business docs into mathematical vector embeddings and store them in Pinecone.
Assistants API Construction
We construct RAG pipelines to feed vector context into GPT prompts for accurate answers.
Streaming Backend APIs
We write server endpoints supporting real-time character-by-character token streaming to browser clients.
Security & Cost Guards
We secure API credentials in environment layers and implement rate limiters to avoid billing spikes.
What's Included
Expected Results
Sub-3 second API completions utilizing stream-mode data blocks
70%+ reduction in support ticket volume through automated routing
High semantic search match accuracy against user intent queries
Zero token wastage through optimized system prompt structures
Protected backend credentials layers preventing public API abuse
Technologies We Master
Comprehensive Capabilities
We don't just scratch the surface. Here is a detailed breakdown of everything we can engineer, optimize, and execute for your business.
Assistants API Agents
Configuring multi-agent scenarios, prompt triggers, and file indexing databases.
Vector Embeddings & RAG
Converting text chunks to mathematical vectors and storing them in Pinecone search indexes.
Prompt Engineering
Writing structured prompt templates to ensure clean, parseable JSON model outputs.
Token Cost Optimization
Tuning prompt lengths, caching frequent requests, and choosing the optimal model tier.
Real-Time UI Streaming
Setting up server-sent events (SSE) to render GPT answers word-by-word in browser chats.
Custom Model Fine-Tuning
Formatting document sets into JSONL files and running model tuning processes.
Specialized Services
Explore our specialized engineering teams and tailored solutions for this domain.
Investment Plans
Transparent pricing with no hidden fees. Every plan includes dedicated support and monthly reporting.
OpenAI Completion MVP
A single GPT-4 integration designed to handle specific queries, summaries, or classifications.
Custom RAG Agent
Bespoke AI system connecting Assistants API with your document vaults and database cache.
Enterprise LLM Stack
Large-scale systems featuring fine-tuned custom models, multi-model failover, and analytics.
All plans are month-to-month with no long-term contracts. Custom enterprise plans available.Contact us for a tailored proposal.
Why Choose Us
No Long-Term Contracts
Month-to-month engagements. We earn your business every single month.
Dedicated Team
A named strategist, not a rotating cast of juniors. Consistent point of contact.
Revenue-Focused
We report on revenue impact, not vanity metrics. Every dollar is attributed.
Rapid Execution
Strategy in week 1. Execution by week 2. Results tracked from day one.
Frequently Asked Questions
Ready to Get Started?
Start with a free audit. We'll analyze your current performance and show you exactly where the growth opportunities are.
Or email our dedicated desk: ai@trustoryx.digital