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Production AI Agents & Orchestration

Agentic Systems

Autonomous and semi-autonomous agents with human-in-the-loop control.

We build and deploy reliable agentic systems that evaluate context, query external APIs, execute multi-step automations, and maintain human-directed judgment across business operations.

Tool-Using Agent Stacks

Agents equipped with structured tools, database connectors, browser automation, and API invocation capabilities.

Human-in-the-Loop Control

Critical operations pause for explicit human confirmation before executing financial, data-modifying, or customer-facing actions.

Multi-Model Orchestration

Combine frontier reasoning models with specialized fast models to balance task accuracy and execution latency.

Stateful Execution

Durable execution logs and state checkpoints ensuring agent tasks resume reliably across transient network interruptions.

What we offer

01Custom Agent Stack Engineering — OpenClaw, Hermes, LangChain, and bespoke state-machine orchestrations
02Tool Use & API Connectors — Structured tool execution, schema validation, and authenticated enterprise connectors
03Human-in-the-Loop Governance — Explicit approval gates, escalation protocols, and rollback mechanisms
04Multi-Step Research & Execution Pipelines — Deep document analysis, data extraction, and structured output generation
05State Persistence & Context Memory — Durable session state, episodic memory, and cross-task context recall
06Agent Reliability & Fault Recovery — Self-healing workflows, exception retries, and bounded retry loops

Pricing

Custom Agent Deployment

Bespoke Implementation

Start dates and delivery windows are confirmed after scope review.

  • Custom orchestration stack (OpenClaw/Hermes/LangChain)
  • 10-15 authenticated API/tool connectors
  • Human-in-the-loop review interface
  • Production observability & logging

Explore Other Services

01

Systems Engineering

Distributed consensus, compiler lowerings, low-latency runtimes, memory invariants, and zero-defect systems architecture.

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Frontier AI Systems & GPU Performance

Surgical GPU memory optimization, KV Cache engineering, custom Triton/CUDA kernel fusion, and low-latency inference architecture for frontier labs and enterprise clusters.

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Automation Architecture

Business workflows, internal systems, API automation, operations automation, and cross-system integration.

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Product Engineering

Architecture, MVP → production, technical product delivery, API/backend/frontend integration, and deployment.

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Technical Strategy

Architecture reviews, technical due diligence, system design, root-cause analysis, and engineering direction.

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AI Services & Infrastructure

Model serving, AI infrastructure, and agent orchestration.

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Development & Engineering

Full-stack software engineering from architecture to production.

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DevOps & Cloud Infrastructure

Automate deployments, improve reliability, and prepare for scaling.

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Product Engineering for Startups

From architecture and MVP to scalable production platforms.

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Design Engineering & UI/UX

Luxury-caliber design systems and meaningful user experiences.

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Systems Reliability & Maintenance

Keeping your production systems reliable and performant 24/7.

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Agentic Systems & Ribbsaeter Agents

Private AI agent infrastructure and multi-step tool orchestration.

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Discuss this with a senior engineer

A 30-minute discovery call to clarify scope, availability and the right engagement model for your project.

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