We integrate leading commercial LLM APIs — OpenAI, Anthropic Claude, xAI Grok, and Google Gemini — directly into your software products to deliver clear business outcomes and streamline daily operations.
API Native
OpenAI, Claude, Grok & Gemini
Function Calling
Connecting LLMs to Your App & DBs
RAG Search
Document & Database Knowledge
Open-Source
Optional Self-Hosted LLMs
Instead of abstract AI experiments, we build targeted integrations that solve real operational bottlenecks and elevate product value.
Replace tedious human data entry with AI-assisted document processing. We use LLM vision and extraction APIs to convert unstructured PDFs, invoices, scanned contracts, and receipts into clean, validated JSON schemas ready for your database.
Upgrade existing web and mobile products with intelligent search, context-aware user recommendations, automated content summaries, and inline writing assistants.
Deploy intelligent AI support helpers connected to your helpdesk and knowledge base. Automatically handle 24/7 customer inquiries, perform ticket triage, and execute account actions via API calls.
Enable LLM APIs to safely interact with your internal software. Using structured function calling, AI assistants can query live databases, run financial calculations, trigger webhooks, and update CRM records.
Core technical capabilities we deploy when integrating commercial foundation models into your software stack.
Connecting OpenAI (GPT-4o), Anthropic Claude 3.5 Sonnet, xAI Grok API, and Google Gemini into web and mobile backends with streaming responses and rate-limit safeguards.
Structuring API tool definitions so LLMs safely query internal database tables, run mathematical computations, and execute REST webhooks without security risks.
Retrieval-Augmented Generation using vector search (Pinecone, pgvector) to allow commercial LLM APIs to search company documentation and private files accurately.
Parsing multi-page PDFs, scans, and images using LLM vision APIs into structured JSON data for automated database processing.
Building embedded AI helpers, writing assistants, and customer support chat UI components integrated directly into existing SaaS applications.
Deploying open-source models (Llama 3, Mistral) on self-hosted cloud instances for air-gapped data compliance alongside commercial APIs.
How we typically partner with product and engineering teams to integrate LLM features safely and predictably.
We evaluate your software requirements, test commercial LLM APIs (OpenAI, Claude, Grok), engineer prompt schemas, and build a rapid working prototype to prove response quality and accuracy before full codebase integration.
We connect the selected LLM APIs to your application stack. We implement function calling, structured JSON output validation, vector database RAG indexing, and secure server-side API key management.
We set up rate limit handling, automatic fallbacks between LLM providers (e.g., OpenAI to Claude), token cost monitoring, and clean code documentation so your in-house team retains full technical ownership.
Productized AI setups and managed integration packages for small businesses, workflow automation, and SaaS engineering. Final fixed-price quotes confirmed after a short technical assessment.
A smart AI assistant answering visitor questions from your website & approved documentation 24/7.
Automate a clearly defined repetitive business process using AI and existing APIs.
Integrate AI capabilities into an existing application, SaaS platform, or business backend.
Looking to integrate OpenAI, Claude, Grok or custom LLM features into your software? Fill out the form or email us at [email protected].