AI-first services

Services that turn AI into your unfair advantage.

Generative AI, autonomous agents, machine learning and the engineering muscle to put them in production — backed by 12+ years of building software that scales.

★ Core capability

AI & Generative AI Development

We help teams move from "AI is interesting" to "AI is shipping" — with production-grade systems that meet enterprise standards for security, observability and ROI.

Generative AI Applications

Customer-facing copilots, internal assistants and content engines built on the right foundation model for your latency, cost and accuracy targets.

  • Claude Opus 4.8, GPT-5.5, Gemini 3, Llama 4, DeepSeek, Qwen
  • Prompt, context & reasoning-model engineering
  • Streaming UX, tool use, MCP & function calling
  • Guardrails, moderation & PII redaction

Retrieval-Augmented Generation (RAG)

Grounded answers on your private data — without hallucinations, leaks or compliance headaches.

  • Vector DBs (Pinecone, Weaviate, pgvector, Qdrant)
  • Hybrid & semantic search
  • Document parsing, chunking & metadata
  • Citations, eval harnesses, freshness pipelines

Autonomous AI Agents

Multi-step agents that plan, call tools, query systems and complete real work — with human-in-the-loop where it matters.

  • LangGraph, CrewAI, OpenAI Agents SDK, MCP
  • Tool/API integration & secure execution
  • Memory, planning, reflection
  • Trace, replay & eval observability

Custom ML & Fine-tuning

When off-the-shelf isn't enough — bespoke models, fine-tunes and embeddings shaped to your domain.

  • LoRA / QLoRA / full fine-tunes
  • Time-series, NLP, computer vision
  • Synthetic data & data labeling
  • Model evaluation & benchmarking

MLOps & AI Infrastructure

The platform layer that keeps your AI accurate, observable and affordable in production.

  • Feature stores & training pipelines
  • Model registry, CI/CD & canary deploys
  • Monitoring, drift detection, eval gates
  • Token, latency & cost telemetry

AI Strategy & Readiness

Independent advisory — what to build, what to buy, where the real ROI is and how to govern it.

  • AI use-case discovery workshops
  • Data & architecture readiness audits
  • Build-vs-buy & vendor selection
  • Responsible AI & governance frameworks
Tech stack we love

Model-agnostic. Cloud-agnostic. Outcome-obsessed.

We don't bet your roadmap on a single model or vendor. We pick the right tool for the job and architect for graceful migration as the AI stack evolves.

  • LLM
    Anthropic Claude Opus 4.8 · OpenAI GPT-5.5 · Google Gemini 3 · xAI Grok 4 · Meta Llama 4 · DeepSeek · Qwen · Mistral · custom fine-tunes
  • RAG
    Pinecone · Weaviate · pgvector · Qdrant · Elasticsearch · LlamaIndex · LangChain · MCP servers
  • Ops
    LangSmith · Langfuse · Arize · Braintrust · Weights & Biases · MLflow · BentoML · Ray
  • Infra
    AWS Bedrock · Azure AI Foundry · Google Vertex AI · Kubernetes · Modal · RunPod · vLLM · Triton
Beyond AI

A full-stack engineering team — wrapped around your AI.

Because shipping AI requires real software, real infrastructure and real users — not just notebooks.

Custom Software Development

Bespoke SaaS platforms, internal tools and API-first products engineered for longevity.

  • SaaS & multi-tenant platforms
  • Backend APIs & microservices
  • Legacy modernization
  • Embedded & IoT software

Mobile App Development

Native and cross-platform mobile apps that earn a permanent place on the home screen.

  • iOS (Swift / SwiftUI)
  • Android (Kotlin / Jetpack Compose)
  • React Native & Flutter
  • App + cloud integration

Cloud & DevOps

Cloud-native infrastructure on AWS, Azure and GCP — secure, observable, cost-aware.

  • Cloud migration & refactor
  • Kubernetes & serverless
  • CI/CD & Infrastructure-as-Code
  • SRE, observability, FinOps

Data Engineering

The data foundation every AI initiative actually depends on — clean, fast, governed.

  • Data lakes & warehouses
  • Streaming & batch pipelines
  • Snowflake · Databricks · BigQuery
  • Lineage, quality & governance

Technology Consulting

Senior advisory and team augmentation when you need clarity before code.

  • Architecture & code reviews
  • Build-vs-buy decisions
  • Fractional CTO
  • Compliance & security advisory

Product Design & UX

AI-aware product design that turns powerful capabilities into delightful experiences.

  • UX research & service design
  • AI-first interaction patterns
  • Design systems
  • Usability & accessibility (WCAG)
Industries

Deep domain expertise — where AI meets the real world.

Healthcare & Life Sciences

HIPAA-grade clinical AI

Clinical copilots, medical imaging, claims automation and patient-facing assistants — built with privacy and evidence at the core.

Banking, FinTech & Insurance

Compliant, explainable AI

KYC/AML automation, underwriting copilots, fraud detection and customer intelligence — with full audit trails.

Retail, FMCG & eCommerce

Demand, personalization & conversion

Recommendation engines, demand forecasting, AI search and AI-generated merchandising.

Logistics & Supply Chain

From routes to risk

Route optimization, predictive maintenance, exception management and operations copilots.

Energy, Oil & Gas

Safety & efficiency at scale

Anomaly detection, asset intelligence, computer vision for safety and field-ops AI assistants.

Manufacturing

Industry 4.0, AI-native

Visual quality inspection, predictive maintenance and operator copilots integrated with MES/ERP.

SaaS & Startups

AI-native product foundations

From MVP to platform — we help product-led teams ship AI features users love and pay for.

Wholesale & Distribution

Smarter B2B commerce

AI search, pricing intelligence and replenishment automation for high-SKU B2B catalogs.

Let's scope your first AI win.

Most teams overinvest in models and underinvest in product thinking. Bring us a problem — we'll bring back a roadmap.