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AXIOM

◈ What we build

Intelligence as a service.

Four capability areas. One mission: turn your data and workflows into compounding intelligence advantages — faster than your competitors can respond.

01

AI Strategy & Consulting

Define your AI roadmap before writing a single line of code.

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We embed with your leadership team to audit current workflows, identify high-leverage AI opportunities, and build a phased implementation roadmap that delivers ROI in 90 days — not 18 months.

What's included

  • AI readiness assessment across all business units
  • Competitive intelligence mapping in your sector
  • Custom model selection framework (build vs. buy vs. fine-tune)
  • ROI modeling for each identified opportunity
  • Phased 90-day implementation roadmap
  • Executive stakeholder alignment workshops

Deliverables

  • AI Opportunity Report (50+ pages)
  • Technical Architecture Blueprint
  • 90-Day Roadmap with milestones
  • Vendor & Model Evaluation Matrix
02

Product Integration

Ship AI features your users will actually love using.

We design and engineer AI-native product features — from intelligent search and copilot interfaces to autonomous agents and smart automation — built to production standards from day one.

What's included

  • AI feature design sprints (UX-first approach)
  • LLM integration (OpenAI, Anthropic, Google, open-source)
  • RAG pipelines with vector database architecture
  • Streaming UI with real-time response rendering
  • Function calling & tool-use orchestration
  • Observability, logging & cost monitoring

Deliverables

  • AI feature with full test coverage
  • API documentation & integration guide
  • Cost optimization report
  • Monitoring dashboard setup
03

Scale & Optimize

Go from prototype to planet-scale without rewriting everything.

Performance engineering, cost reduction, and reliability hardening for AI systems already in production. We cut inference costs by 60–80% and make your AI stack bulletproof under real-world load.

What's included

  • Latency profiling & bottleneck elimination
  • Model distillation & quantization (4-bit, 8-bit)
  • Caching layers: semantic, prompt & response caching
  • Horizontal scaling with auto-scaling inference clusters
  • Multi-region deployment with failover
  • Cost attribution dashboards per feature/user

Deliverables

  • Performance baseline & optimization report
  • Optimized inference stack
  • Auto-scaling infrastructure as code
  • Cost monitoring & alerting system
04

Custom Model Training

Your data. Your intelligence. Your competitive moat.

Fine-tuned and custom-trained models on your proprietary data. We handle everything from data curation and preprocessing to RLHF alignment and production deployment.

What's included

  • Data curation, cleaning & augmentation pipelines
  • Fine-tuning on GPT-4, Claude, Llama, Mistral architectures
  • RLHF alignment with human preference data
  • Evaluation harnesses with custom benchmarks
  • Model compression & quantization for cost efficiency
  • A/B testing infrastructure for model comparison

Deliverables

  • Production-ready fine-tuned model
  • Evaluation benchmark report
  • Model card & documentation
  • Inference API with monitoring

Not sure which service fits your stage?

Book a free strategy call