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Foundation by DavariaAMPLIFY HUMAN POTENTIAL FOUNDATION

01 / CONNECT YOUR INFERENCE

YOUR INFERENCE
ONE TEAM AT WORK

Bring the models you already run to agents working toward objectives. Foundation connects their work to tasks, tools, evidence, and your decisions.

SEE HOW IT CONNECTS
EXAMPLE INFERENCE SOURCES
01Nebius Token Factory
02Fireworks AI
03Together AI
04Baseten
05NVIDIA NIM
+Your own endpoint
FOUNDATIONCOORDINATION LAYER
YOUR AGENTS
01Research
02Strategy
03Builder
04Assurance

Illustrative providers · Compatibility is checked per model, API, and runtime.

02 / THE ARCHITECTURE

WHERE DOES
EACH PART RUN?

WHERE INFERENCE RUNS
Choose an illustrated inference location
Illustration only
YOUR PRIVATE NETWORKSELF-HOSTED RUNTIME + INFERENCE
OUTBOUND CONTROL CHANNELMODEL ACCESS · VISIBILITY
FOUNDATION

CONTROL PLANE

Goals · tasks · approvals
Agent policies

EXECUTION

AGENT RUNTIME

Runs the agent + tools

Your infrastructure
OpenShell sandbox option
COMPUTE

INFERENCE

Serves model responses

Your infrastructure
GATEWAYRoute · auth · limits

Shown: runtime, gateway, and model inference in your network. Foundation remains the control plane outside it.

Reference design: Foundation defines agent policies; a connected OpenShell sandbox can enforce supported access restrictions.

03 / INTEGRATION PATH

A REAL CONNECTION, STEP BY STEP

The details depend on your provider and runtime. These are the checks we would make before asking an agent to rely on it.

  1. 01

    Access: An endpoint, credential, and model authorized by your provider.

  2. 02

    Compatibility: Test the API format and the capabilities the agent needs: tools, streaming, context, and limits.

  3. 03

    Control: Keep the key in a secret store, set spending and permission limits, and check where data goes.

  4. 04

    Real work: Run a test task, inspect its answer, and compare usage at both ends.

Reference architecture. Provider names are examples, not a list of certified connectors or a promise of one-click setup.

FOUNDATION / YOUR INFRASTRUCTURE

BRING YOUR MODELS
DIRECT THE WORK

Already have an inference provider? Let’s map the route from your models to your agents in Foundation.

MAP MY INTEGRATION