Teach AI how your company really works

Reimagine Your Workflows

Turn institutional knowledge into workflow-native AI agents
for the Energy Industry

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Meet Ryw

From Knowledge to Agents

Pick a domain. We build the Memory Pod. In a 4-step approach

1. Gather Reserves Data

We gather your stuff. All the reports, notes, docs & data that matter

2. Codify SME expertise

We sit with your best people and extract the knowledge hiding in their heads

3. Build the Reserves Map

We link and organize all that into a living and evolving memory

4. Activate Reserves Agents

Agents use that memory to perform real tasks—inside your workflows, not just chat.

From Knowledge to Agents: See it in Action.

Here's an example of how we built a “Reserves” memory engine for an O&G operator

1. Docs & Data We Ingest

  • Production reports & exports
    XLS/CSV from SCADA/BI
  • Well logs, schematics, maps
    PDFs, images
  • SOPs, procedures, playbooks
    DOCX / Google Docs

2. Codify SME expertise

Raw inputs are structured, tagged, and translated into reserves-ready knowledge.

3. Build the Reserves Map

  • Regions, assets, wells
    Linked nodes in a living map
  • Methods & forecasts
    Trends and calculations captured
  • Compliance
    Standards and obligations mapped

4. Activate Reserves Agents

AI Agents built on top of the memory and embedded into Reserves workflows.

Hand-picked Use Cases

Memory Pods are company-owned knowledge+the agents that use it. Start where it hurts. Pick a priority discipline/workflow and we'll co-build with your SMEs the Pod in 90 days

Drilling

Bit Selection

Recommend bit/BHA by formation and offsets.

WorkflowPrivate
Reservoir

Reserves Booking

SEC/SPE logic; audit-ready justification.

WorkflowPrivate
Maintenance

Rig/Plant Maintenance

SOPs, parts, intervals; pre-filled WOs.

WorkflowPrivate
Safety

Incident Investigation

Causal trees; corrective actions with refs.

WorkflowPrivate
Enterprise

Contracts & Clauses

Negotiation playbook; risk flags and fallbacks.

WorkflowPrivate

Get Started. With our 90-day pilot of your first Memory Pod

Start with one workflow. End with a working, company-owned Memory Pod and the agents that use it.
Co-built with your SMEs. Runs in your tools.

What You Get

  • 1 Memory Pod for your chosen workflow (company-owned, exportable)
  • 2 workflow agents embedded in your tools (chat + one workflow action)
  • Observable, editable memory with source-cited answers
  • Pilot impact report and clear scale-up roadmap

What We Need

  • 1 workflow owner (~2 hrs/week).
  • 2–3 SMEs for five 60-min knowledge sessions.
  • Read-only access to relevant data/docs.
  • Commitment to co-build and provide feedback during the pilot.

Safe & secure with Ryw

  • All data stays in your environment; no external storage or training on your data.
  • Full transparency—SMEs can see and edit the memory, and every answer is traceable to its source.
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