Applied AI that survives production.

AI

Production-ready AI systems, from LLM integrations to bespoke evaluation harnesses. We build AI features that are measurable, reliable, and aligned with your product requirements and safety policies.

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What we ship under AI

9 services
01 / 09

LLM Integration

Production-ready integrations with Claude, GPT, Gemini, and open-source models, designed for reliability, performance, and cost control. We implement streaming, caching, provider fallbacks, usage tracking, and cost telemetry so AI features remain responsive and predictable at scale.

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02 / 09

RAG Pipelines

Production-ready retrieval-augmented generation pipelines that connect AI models to trusted business knowledge. We design document chunking, hybrid search, reranking, and grounded citation workflows to improve retrieval accuracy and keep generated responses tied to reliable source material.

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03 / 09

Fine-Tuning & Adapters

Customize foundation models with full fine-tuning, LoRA, and adapter-based training on your domain data. We evaluate each model against a defined baseline and promote only validated improvements to production.

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04 / 09

Prompt Engineering

Production-grade prompt systems with versioned prompts, structured-output schemas, A/B evaluation harnesses, and tool-use orchestration. We systematically test and refine prompts against real use cases to improve consistency, accuracy, and reliability.

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05 / 09

AI Evaluation Frameworks

Custom evaluation frameworks that measure AI performance against your real-world use cases, including accuracy, calibration, safety, and refusal behavior. We build repeatable eval suites, defined metrics, and comparison baselines to identify regressions and validate improvements before production.

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06 / 09

Vector Database Setup

Production-ready vector database infrastructure for AI applications using Pinecone, Weaviate, pgvector, or Qdrant. We design efficient schemas and indexing strategies, optimize retrieval performance, and build automated embedding refresh pipelines to keep knowledge stores accurate and up to date.

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07 / 09

AI Safety & Alignment Reviews

Pre-launch AI safety reviews covering red-team testing, jailbreak and prompt-injection resistance, policy adherence, and safety controls to reduce risks before public deployment.

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08 / 09

Custom Model Hosting

Secure, production-grade hosting for custom and open-source AI models in on-premise or VPC-isolated environments. We optimize inference with autoscaling and quantization while adding request-level observability for predictable performance, resource efficiency, and operational control.

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09 / 09

AI Agent Workflows

Production-ready AI agent workflows that coordinate multi-step tasks, use tools, maintain contextual memory, and interact with your existing systems. We add structured supervision, guardrails, and controlled execution so agents can automate complex workflows without compromising reliability or safety.

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Other practices

Web Development

Production-grade web platforms.

10 services

App Development

Native-quality on every platform.

10 services

Bug Fixing

Triage, diagnose, fix, verify.

9 services

Automation

Replace toil with reliable systems.

9 services

SEO

Rank for what actually converts.

9 services

Consultancy

Senior eyes on the hard calls.

9 services

Ready to start with ai?

Tell us the problem, the deadline, and the budget. We'll come back with a scoped, fixed-price proposal within one working day.

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