OKAO Labs

Architecture

Shared principles. Distinct designs.

Frankenstein, the energy proofs of concept, and Resactly share principles, not a single implemented engine. Each is designed for its own domain and is at its own stage.

01 / SHARED

Shared principles

  1. 01

    Context

    Carry forward the information that shapes a decision or a task.

  2. 02

    Explicit assumptions

    Keep inputs and assumptions visible and adjustable.

  3. 03

    Human oversight

    People stay in control of consequential actions.

  4. 04

    Initiative-specific designs

    Each initiative is designed for its own domain; there is no single shared engine.

02 / FRANKENSTEIN

Frankenstein

Current capability

Identity and accumulated context persist outside any single underlying model. The model provides cognition; the parts below can evolve independently without erasing continuity.

Memory
Durable, correctable memory carried across conversations.
Project knowledge
Ongoing work and its context, available in later sessions.
Preferences
How its creator likes to work, retained over time.
Tools
Web access, repository inspection, production-log investigation, controlled coding workflows — permissioned and bounded.
Interfaces
A production conversational interface, including voice.

Physical embodiment is a future ambition, not a current capability.

Explore Frankenstein →
03 / ENERGY

Energy

Under evaluation

Three proofs of concept, each evaluated separately. Their usefulness depends on the quality of source data and on assumptions that teams can see and adjust. A connected planning process is a potential direction; today the POCs remain separate evaluations.

POC 01

Location intelligence

Evaluating potential data center locations against regulations, power availability, redundancy, and infrastructure constraints.

POC 02

Energy planning, cost forecasting & RFP response support

Exploring how disparate project information can be assembled into an energy plan, with supply-option comparisons, projected costs, and supporting material for an RFP response.

POC 03

Data center configuration mapping

Exploring how a data center’s setup, redundancy, and backup requirements shape its infrastructure needs and costs.

Explore Energy →
04 / RESACTLY

Resactly

Intent capture, menu and context data, and recommendation are built and running in the live dining product. Measuring outcomes and learning from them are planned.

Resactly's design in detail →