Top-tier AI Solutions for Specialized Markets

We build AI-powered platforms
from zero to production

HBA combines field-tested module architectures, fine-tuned generative models, and deep technical expertise to deliver complete AI systems — from infrastructure design through production deployment.

Discuss your projectExplore our stack
  • UX-friendly solutions
  • Specialized, risk-free models
  • Production-ready infrastructure

Core technologies powering our module templates and solutions

NextJSPostgreSQLDockerComfyUIServerless GPUsSDXLWANNous Hermes
What we build

Full-stack AI capabilities for specialized markets

From compliance scoping to production deployment — the complete technical foundation to scale generative AI capabilities in specialized markets.

Strategic assessment & compliance scoping
Every project starts with a comprehensive infrastructure audit and regulatory compliance assessment — mapping technical requirements, scalability vectors, and jurisdictional constraints to ensure full alignment with applicable regulations and payment processor policies.
  • Infrastructure capacity planning & TCO analysis
  • Regulatory compliance mapping (GDPR, DSA, PCI-DSS)
  • Payment processor policy alignment
  • Content moderation requirement specification
Production-ready module architecture
Battle-tested, production-ready module templates architected for high-throughput generative workloads — with built-in compliance controls, extensible authentication layers, and seamless integration with specialized payment processors.
  • OAuth 2.0 / JWT authentication scaffolding
  • Distributed job queue orchestration (LLM, Diffusion, Video)
  • Real-time content & member moderation pipelines
  • Image classification & detection microservices
  • Administrative dashboard & analytics suite
  • Specialized PSP integration & webhook handlers
Fine-tuned generative model API
A proprietary API gateway exposing domain-specific fine-tuned models — Stable Diffusion XL variants, instruction-tuned LLMs, and video synthesis pipelines with configurable safety thresholds and credit-based metered billing.
  • SDXL fine-tunes with LoRA adapters
  • Instruction-tuned LLMs (dialogue, scenarios, creative writing)
  • Video generation & frame interpolation endpoints
  • Credit-based consumption with usage analytics
  • Sub-100ms inference latency SLA
Full project lifecycle
Complete development lifecycle coverage — from initial repository scaffolding and CI/CD pipeline configuration through iterative sprint cycles, QA validation, staging environment provisioning, and production deployment.
  • Monorepo architecture & DevOps automation
  • Agile sprint management & milestone tracking
  • Load testing & performance benchmarking
  • Blue-green deployment & rollback procedures
  • Technical documentation & knowledge transfer
Generative API

Domain-specific fine-tuned models

Proprietary model endpoints via a unified REST API — optimized for specific verticals with credit-based metering and enterprise-grade infrastructure.

Large Language Models

Domain-adapted instruction-tuned transformers supporting multi-turn dialogues, scenario scripting, character persona maintenance, and context-aware narrative continuation with configurable temperature and repetition penalty parameters.

Interactive chatbotsScenario generationCharacter roleplayScript writing
Diffusion Models

Custom SDXL fine-tunes with proprietary LoRA adapters — delivering photorealistic and stylized outputs with precise control, pose guidance via ControlNet conditioning, and inpainting capabilities for iterative refinement workflows.

Image generationArtistic stylizationPose-guided synthesisInpainting & outpainting
Voice synthesis

Neural text-to-speech pipelines with expressive prosody modeling and emotional intonation — supporting custom voice cloning, SSML markup for pacing control, and real-time streaming output for conversational AI.

Voice cloningAudio contentReal-time streamingEmotional expression
Video generation

State-of-the-art video diffusion architectures with temporal coherence enforcement — enabling text-to-video synthesis, image-to-video animation, frame interpolation for smooth motion, and lip-sync integration.

Image-to-videoFrame interpolationLip-sync and audio effects
How it works

From discovery to production

A structured methodology engineered to minimize time-to-market while ensuring regulatory compliance and technical excellence at every milestone.

  1. 01

    Discovery & compliance audit

    Comprehensive technical discovery to map platform requirements, traffic projections, content taxonomy, and jurisdictional constraints — resulting in a detailed compliance matrix and infrastructure specification.

  2. 02

    Architecture & stack composition

    Optimal stack composition based on the requirements matrix — selecting appropriate modules, configuring API endpoints, and defining integration touchpoints.

  3. 03

    Implementation & iteration

    Build execution through structured sprint cycles — with continuous integration pipelines, automated testing suites, and regular reviews to ensure alignment with the product roadmap.

  4. 04

    Deployment & production

    Production deployment with blue-green rollout strategies, monitoring and alerting configuration, and comprehensive technical documentation.

15+Pre-built module templates
<100msp95 inference latency
99.9%API uptime SLA
10-12 wksTypical time-to-production