Skip to main content

Enterprise Decision Protocol for policy-enforced automation and verifiable audit trails.

Project description

Decionis Python SDK

PyPI version Python versions License

Decionis: The Governance Protocol for Automated Enterprise Decisions.

Decionis is the Decision Protocol infrastructure for encoding, evaluating, and auditing organizational policy at scale. The Python SDK acts as an execution interceptor: it captures execution intent, sends it to Decionis, and locally continues, stops, or hands off based on the signed decision.

Core Concept

  • Trust: Every governed action receives a deterministic Decionis decision: ALLOW, BLOCK, ESCALATE, REVIEW_REQUIRED, or ERROR.
  • Automation: Applications, bots, API routes, and workflows keep moving only after Decionis returns a signed policy evaluation.
  • Auditability: Decision Dossiers preserve the execution intent, reason codes, cryptographic signature, and verification trail for enterprise review.

Installation

pip install decionis

Quickstart

Set DECIONIS_API_KEY in your server-side runtime. Get a key by subscribing at https://decionis.com or by requesting an API key from Decionis. API-key registration can include an industry such as financial_services, healthcare, retail, or technology; Decionis can provision a default encoded policy binding for that industry in shadow mode.

import os

from decionis import DecionisClient

client = DecionisClient(
    api_key=os.environ["DECIONIS_API_KEY"],
    base_url="https://api.decionis.com",
    tenant_id="bank_001",
)

decision = client.evaluate(
    {
        "actor": {"id": "agent_42", "type": "AI_AGENT"},
        "action": {"type": "TRANSFER_FUNDS", "resource": "liquidity_pool"},
        "context": {"workflow": "treasury_ops", "environment": "production"},
        "policy_refs": ["treasury-transfer-policy-v3"],
        "idempotency_key": "txn_123456",
    }
)

dossier = client.create_dossier(decision.decision_id)
health = client.ping()

print(decision.status.value)
print(decision.dossier_url)
print(dossier["decision_id"])
print(health["status"])

Use enforce when the SDK should fail closed for non-allowed decisions:

from decionis import DecionisBlockedException

try:
    decision = client.enforce(
        {
            "actor": {"id": "checkout-worker", "type": "SERVICE"},
            "action": {"type": "CAPTURE_PAYMENT", "resource": "order_9812"},
            "context": {"surface": "shopify", "channel": "checkout"},
            "policy_refs": ["commerce-integrity-policy-v1"],
        }
    )
except DecionisBlockedException as exc:
    print(exc.decision_id)
    print(exc.status.value)
    print(exc.dossier_url)

Interceptors

Decorators keep execution policy outside the application while giving Decionis a clear interception point.

import os

from decionis import DecionisClient, decionis_gate

client = DecionisClient(
    api_key=os.environ["DECIONIS_API_KEY"],
    tenant_id="trading_client_001",
)


@decionis_gate(
    client=client,
    action="OPEN_POSITION",
    policy="cfd-risk-policy",
    actor={"id": "cfd_bot_7", "type": "TRADING_BOT"},
)
def open_position(order):
    return broker.open_position(order)

Policy Encoding

Most applications should not call policy encoding. Use it only from an internal policy authoring or deployment pipeline that already has a reviewed Decionis policy bundle artifact. The SDK forwards that artifact to Decionis and returns the accepted artifact metadata; it does not evaluate policy rules locally.

encoding = client.encode_policy(
    {
        "protocol_version": "1.0",
        "bundle_id": "018f4e6a-64d1-7b31-91ac-42d6db8a0001",
        "org_id": "trading_client_001",
        "version": "cfd-risk-policy@2026-05-03",
        "effective_from": "2026-05-03T00:00:00Z",
        "rules": [{"artifact_ref": "decionis-admin-export:policy-rule-001"}],
        "metadata": {"source": "decionis-admin-export"},
    },
    idempotency_key="policy-bundle-001",
)

print(encoding.artifact_id)

FastAPI

import os

from fastapi import FastAPI

from decionis import DecionisClient
from decionis.middleware.fastapi import FastAPIDecionisMiddleware

app = FastAPI()
client = DecionisClient(api_key=os.environ["DECIONIS_API_KEY"], tenant_id="bank_001")

app.add_middleware(
    FastAPIDecionisMiddleware,
    client=client,
    build_request=lambda scope: {
        "actor": {"id": "api", "type": "SERVICE"},
        "action": {"type": "HTTP_REQUEST"},
        "context": {"path": scope["path"]},
        "policy_refs": ["api-execution-policy-v1"],
    },
)

Configuration

client = DecionisClient(
    api_key=os.environ["DECIONIS_API_KEY"],
    base_url="https://api.decionis.com",
    timeout=10.0,
    max_retries=2,
    retry_backoff=0.25,
    tenant_id="bank_001",
)

Changelog

v0.1.3

  • Routed SDK evaluation through the canonical /v1/protocol/evaluate-decision endpoint.
  • Normalized protocol outcomes into SDK decision statuses while preserving the protocol response for audit/debug context.
  • Kept policy validation and bundle encoding aligned with the API gateway routes used for SDK provisioning.

v0.1.2

  • Focused the package description on SDK installation, client usage, interception, enforcement, FastAPI middleware, and policy encoding.

v0.1.1

  • Published the professional PyPI project description and package metadata for the Decision Protocol positioning.
  • Added ping() as a connectivity alias for health().
  • Updated default SDK API routing to https://api.decionis.com.

v0.1.0

  • Introduced Decionis execution interceptors for Python applications and FastAPI services.
  • Introduced Cryptographic Decision Dossiers for verifiable audit trails, signed decisions, dossier URLs, and local signature verification.
  • Released the initial Protocol Logic Engine integration surface for policy bundle encoding, validation, evaluation, and enforcement.

Release

The package is ready for PyPI Trusted Publishing from GitHub Actions. Releases are triggered from GitHub Releases and start at 0.1.0.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

decionis-0.1.3.tar.gz (13.2 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

decionis-0.1.3-py3-none-any.whl (13.7 kB view details)

Uploaded Python 3

File details

Details for the file decionis-0.1.3.tar.gz.

File metadata

  • Download URL: decionis-0.1.3.tar.gz
  • Upload date:
  • Size: 13.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for decionis-0.1.3.tar.gz
Algorithm Hash digest
SHA256 01de6e06875eebba47f456c416b7e74b28509c6aac24f5f7a76afca5eb34241f
MD5 cd7181fd559992fb371d05fad3d6cdd3
BLAKE2b-256 0961267a2c73cbf97c45781ef1c3cb624d392ca128c2c8af961300022616da49

See more details on using hashes here.

File details

Details for the file decionis-0.1.3-py3-none-any.whl.

File metadata

  • Download URL: decionis-0.1.3-py3-none-any.whl
  • Upload date:
  • Size: 13.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for decionis-0.1.3-py3-none-any.whl
Algorithm Hash digest
SHA256 a3053b6fe20053dba2a6711964e07e685a84331039052c8a58eb870572ce8500
MD5 fb04f9fadf6ef1dbb1b8667344a2dc8f
BLAKE2b-256 61aef68f5933eebd89533b9eff5fb4657dca845cf24c77d16d6e5724e1b41092

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page