Large orange robotic arms handle cardboard shipping boxes on a conveyor belt in an automated warehouse.

Overview

What this work looks like

We design and build agentic workflows around the seams in your business: long-form ops, internal tooling, customer support, content pipelines. Built to be debuggable, not magical.

Isometric hand-drawn illustration of networked server infrastructure, hardware clusters, and a central hub connected to a cloud.

What's included

Deliverables

  • Workflow mapping and agent design
  • Tool, retrieval, and memory integration
  • Evaluation harness and guardrails
  • Production deployment and monitoring
  • Runbooks and team handoff
Oak Theory deliverables kit shown as a branded cardboard box with acorns.

How we work

Our process

We start with a working session to understand your goals, audience, and constraints — so every recommendation traces back to a real outcome.

  • Stakeholder interviews
  • Competitive landscape
  • Goals & success metrics

We translate inputs into a tight brief and a clear direction. You leave this phase knowing exactly what we're making and why it will work.

  • Working brief
  • Direction & references
  • Scope & timeline

We build in tight iterations, share work early, and hand over assets and documentation your team can run with.

  • Iterative reviews
  • Final deliverables
  • Handoff & enablement
We ship in weeks, not quarters — and hand you work your team can keep building on.

By the numbers

What automation is doing

0%

of employee work activities could be automated or augmented by today's AI.

McKinsey

$0.0T

projected AI contribution to the global economy by 2030.

PwC

0×

faster cycle times on automated operations workflows.

Internal engagements

0%

of leaders say AI agents are a top investment priority this year.

Gartner

From the Journal

Further reading

PYMNTS

Cisco deploys a custom AI agent to its entire 90,000-person workforce

MyAgent gives every employee a context-aware assistant that remembers prior work and automates tasks across internal systems — a template for enterprise-wide agent rollouts.

August 27, 2026
VentureBeat

Salesforce puts its entire CRM inside Claude

An expanded Salesforce–Anthropic partnership lets agents operate CRM records directly, signaling a shift from app-first workflows to agent-first operations.

August 26, 2026
Forbes

Autonomous AI outgrows agents as Blitzy, XBOW and Google deliver

Forbes charts the move from single-task agents to governed autonomous systems — and why evaluation, guardrails, and observability decide which ones survive production.

August 24, 2026

FAQ

Common questions

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