AI / Platform Integration Architecture.
Enterprise RAG architectures, voice agent CRM integrations, and custom LLM fine-tuning tailored for proprietary internal knowledge bases.
Specialized Domains
Explore architectural blueprints and technical deliverables for each domain.
Enterprise RAG Architecture
Multi-index retrieval-augmented generation systems utilizing pgvector, Pinecone, or Milvus with sub-millisecond retrieval speeds and zero hallucinations.
- Hybrid lexical + vector search pipeline with Cohere / BGE rerankers
- Automated document ingestion and vectorization workers
- Hallucination mitigation filters and source citation verification
Voice Agent CRM Sync
Bridge conversational phone agents directly into Salesforce, HubSpot, or custom SQL databases with real-time pre-call context injection and post-call updates.
- Pre-call caller lookup and dynamic prompt personalization
- Post-call webhook streaming with structured JSON summaries
- Automated lead status transitions and task assignment
Custom LLM Fine-Tuning
Fine-tune open-weights models (Llama 3, Mistral, Qwen) on proprietary corporate datasets with custom evaluation rubrics and quantized inference acceleration.
- Dataset cleaning, synthetic generation & instruction formatting
- QLoRA / LoRA parameter-efficient fine-tuning pipelines
- Model quantization (GGUF, AWQ, FP8) for edge / local deployment
5 Standardized Engagement Packages
Choose the package structure that aligns with your engineering timeline and scope.
Starter
Targeted scope or single focused feature / pipeline.
- 1 core automated workflow or standalone integration
- Robust API webhook connectors with error handling
- Full test suite & environment verification
- Deployment documentation & walkthrough video
Growth
Complete production build for scaling systems.
- End-to-end multi-step automated architecture
- Vector RAG or relational database synchronization
- Full-stack Web or Desktop application MVP
- Telemetry dashboards, logging & alerting hooks
Pro
Advanced enterprise platform with complex multi-agent orchestration.
- Multi-agent autonomous systems with memory & tool-use
- High-throughput async APIs with sub-500ms response targets
- Custom LLM fine-tuning or specialized vector retrieval
- Enterprise SLA, role-based access & security audit hardening
Hourly / Dedicated Hire
Flexible technical muscle for ad-hoc tasks, ongoing sprints, or maintenance.
- Direct engineer allocation on an hourly or dedicated basis
- Daily standups, asynchronous PR reviews & Git commits
- Bug fixing, performance audits & legacy refactoring
- Zero long-term lock-in — scale up or down on demand
Custom Offer
Fully tailored offer based on specific project requirements and compliance.
- Custom architectural blueprint for mission-critical operations
- Air-gapped on-premise or sovereign cloud deployment
- Dedicated high-concurrency worker cluster allocation
- Custom compliance review (HIPAA, GDPR, SOC2) & enterprise SLA
Free Services Included with All Service Packages
Every client project, regardless of tier, automatically receives these comprehensive complimentary engineering services:
Full technical discovery, architecture review, and feasibility analysis at zero cost before any contract or billing.
Dedicated telemetry monitoring, error tracking, and bug-fix warranty support for 14 days following production deployment.
Explore your requirements with our lead architects before starting.
Schedule Free Exploration