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StrataHub

Capability

Agents that ship and stay shipped

Production-grade autonomous agentic systems built with strict guardrails, automated evals, and human-in-the-loop oversight

Production-grade autonomous agentic systems built with strict guardrails, automated evals, and human-in-the-loop oversight where the stakes justify it.

Most agent demos break in week two. We design for the long haul: scoped tools, deterministic fallbacks, regression evals on every change, and escalation paths when confidence drops.

Guardrailed Autonomous Agents

Agents with sandboxed tool access, spend and action limits, and deterministic fallbacks — autonomous where it's safe, supervised where it isn't.

Automated Evaluation Suites

Regression evals that run on every prompt, model, and tool change, so quality drops surface in CI rather than in a customer conversation.

AI Studio — Product Builds

End-to-end AI product delivery: architecture, agent orchestration, interface, and cloud deployment — a working product, not a proof of concept.

Our approach

From audit to ROI in 3 phases

Phase 1

Discover & Audit

Workflow mapping, risk surfaces, and tool inventory — plus a scoped agent charter with the success metric written down before any build starts.

Phase 2

Build & Integrate

Agent orchestration, sandboxed tools, eval suites, and human-in-the-loop checkpoints built directly into your stack inside 90 days.

Phase 3

Ship & Measure

Production rollout with observability, regression evals on every change, and on-call playbooks for drift and incidents.

Deliverables

Agent harness & orchestrationTool design & sandboxingAutomated evaluation suitesHuman-in-the-loop checkpointsAgent governance & guardrails

ROI snapshot

Agents that earn their keep — measured in hours saved and tickets closed

40-70%

Manual work removed

4-8 weeks

Time to production

2-3x

Tickets closed per head

Get an Agentic AI plan

More capabilities

All capabilities

Managed Coding

Custom software, web and mobile applications, API integrations, and ongoing development delivered as a managed service

Data Engineering

Enterprise data pipelines, data warehousing, BI dashboards, and scalable analytics platforms built for growth

AI & Automation

LLM integrations, custom AI agents, workflow automation, and intelligent tools tailored to your operational processes

Context from AI History

The ideas behind Agentic AI & AI Studio

2025

Agents in Production

AI stopped answering questions and started completing tasks; the demo-to-production gap was all about failure handling.

Read the story2024

MCP Protocol

Every AI app needed a custom connector for every tool, until one protocol made the math linear.

Read the story2016

AlphaGo

Move 37: a move no human had played in 3,000 years of Go.

Read the story