02 · Core
Agentic AI & Autonomous Systems
Build AI agents that reason, plan, use tools, collaborate, and execute complex workflows.
AI AgentsMulti-Agent SystemsAgentic WorkflowsAgent MemoryTool UseHuman-in-the-Loop
AI engineering studio
Build what'snext with AI.
We turn ambitious AI ideas into useful products, intelligent workflows, and production-ready systems that create an unfair advantage.
MCDRAOJL
Trusted by product teams shipping fasterAI operations console
Live system health
98.7%
eval score
42ms
avg latency
12.4k
tasks / day
Agent workflow12 steps
01Understand request
02Retrieve context
03Plan & use tools
04Verify output
5+
years building
200+
systems shipped
50+
global clients
5.0★
client rating
What we build
From first idea to production-grade AI.
We focus on AI systems that ship: agents, models, orchestration, evaluation, and the infrastructure that keeps them reliable in production.
01
Generative AI & LLM Systems
Build intelligent AI systems powered by frontier and open-source models.
LLMsReasoning ModelsMultimodal AIRAGLLMOpsVector Search
03
AI Infrastructure & Orchestration
Engineer reliable infrastructure for production-scale AI applications and autonomous agents.
MCPA2ALangGraphTemporalModel RoutingInference
04
AI Automation & Integration
Connect AI with business systems to automate complex, high-value workflows.
MCP ServersAPI IntegrationWorkflow AutomationAI CopilotsProcess AutomationEnterprise Agents
05
AI Engineering & Coding Agents
Accelerate software development with autonomous coding, testing, debugging, and engineering agents.
Coding AgentsCode GenerationAI TestingCode ReviewDev AgentsSoftware Engineering
06
AI Security, Evaluation & Governance
Build trustworthy AI systems with evaluation, observability, security, and human oversight.
AI EvalsLLM ObservabilityGuardrailsAI SecurityRBACCompliance
07
Machine & Deep Learning
Design and ship classical ML and deep learning systems for prediction, perception, and optimization.
PyTorchTensorFlowScikit-learnNLPComputer VisionModel Optimization
08
Cloud & DevOps
Automate cloud infrastructure, CI/CD, deployment, monitoring, and scalable operations for AI workloads.
AWSDockerKubernetesCI/CDGitHub ActionsNginxPostgreSQLRedis
LLM Application Engineering
Build AI applicationslike a production system.
A reliable LLM application is more than a model. Connect the critical engineering layers that make AI useful, observable, secure, and production-ready.
llm-production-workflow
7 nodes · 8 edgesProduction ready
LLM Application
01Core & workflow
Model, prompt & agent orchestration
gpt-4.1temp 0.2agents:3
Ready~820ms
RAG / Context
02Knowledge layer
Retrieval, memory & context engineering
top_k:8chromahybrid
Ready~140ms
Tool Reliability
03Action layer
APIs, tools, retries & recovery
retry:3timeout 8scircuit
Ready~95ms
Guardrails
04Control layer
Policies, validation & human approval
HITLPII filterschema
Ready~40ms
Observability
05Visibility layer
Traces, latency, tokens & quality
otellangfuse
Readystream
Evals
06Quality layer
Benchmarks, judges & regression testing
pass@kjudge
Readybatch
Security
07Trust layer
Privacy, access & compliance
RBACSOC2
Readyenforced
AI / core pathSupport branchProduction ready
/ production / llm-stackContext-aware
Give models the information and memory they actually need.
Measurable
Observe every request, decision, tool call, and outcome.
Production safe
Add security, guardrails, evaluations, and reliable tools.
Your model is only one node in the system.
We build the complete engineering layer around it.
Our services
AI systems, end to end.
From agents and models to infrastructure, evaluation, and automation — we focus on production AI that compounds.
AI that compounds
Make intelligence part of the operating system.
The best AI products do more than answer questions. They understand context, take action, learn from outcomes, and get better over time.
Talk to an AI architect01
AI copilots
Give every team an always-on expert for research, support, operations, and decisions.
02
Intelligent automation
Connect agents to the tools your business already uses and automate end-to-end work.
03
AI-native products
Launch differentiated customer experiences where intelligence is the product, not a feature.
04
Knowledge systems
Make scattered company knowledge searchable, grounded, and actionable.
Why AICodeCraft
Senior thinking. Fast execution. Zero theatre.
We stay small on purpose: fewer handoffs, sharper decisions, and direct access to the people designing and building your system.
Ship quickly
Short build loops, visible progress, and a bias toward working software.
Think in systems
Product, models, data, UX, infrastructure, and evaluation designed as one system.
Build trust
Security, observability, guardrails, and human control from day one.
Trusted across the stack
Built for modern product teams.
NorthstarVertexLumenAtlasNovaKinetic
FAQ
A few useful answers.
If you have a more specific question, send it through and we’ll get straight to the point.
Let's build
Have a hard problem?Good. We like those.
Tell us what you're trying to achieve. We'll reply with the clearest next step, whether that's a build, a workshop, or a quick “don't do that” recommendation.
Working with teams worldwide