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Runtime authorization for financial AI agents — the gate between an agent and real money

Project description

SecondSign

Runtime authorization for financial AI agents.
The gate between an AI agent and real money.

Licence: Apache-2.0 Python 3.11+ Guarantees Discord


Why this exists

Give an AI agent a payment tool and you have given it the ability to lose real money. A bad sentence can be retracted with an apology; a wrong wire cannot.

The usual answers are a better prompt, an eval suite, and a safety function the agent is told to call first. All three share one flaw: the agent decides whether to obey them. Anything an agent can skip is not a control.

SecondSign takes that decision away from the agent.

What it is

A gate that sits on the execution path. The agent can ask for money to move. Only SecondSign can make it move.

The agent holds no bank, broker or processor credential, and has no network route to them. Its only route to the money is a request to SecondSign, and SecondSign answers it the same way every time.

The test that falsifies a deployment: turn SecondSign off. If the agent can still move money, you have not installed a boundary — you have installed a library it is free to skip.

What happens to a request

financial agent
      │  "pay invoice 4471, $2,500, to a new supplier"
      ▼
  IntentAdapter        trust boundary — raw account and customer data stop here
      │
      ▼
  TransactionIntent    immutable; fingerprints and whole cents, never a card number
      │
      ▼
  Policy → Decision    ALLOW / REVIEW / DENY — combining can only tighten
      │           └── REVIEW → MakerChecker: a human, one shot, expiring
      ▼
  ExecutionGateway     re-checks the request is still the approved one, then sends it once
      │
      ▼
  AuditReceipt         redacted, hash-chained — a later edit is detectable

In plain terms:

  1. Adapter. The agent's tool call becomes a structured, immutable request. Account numbers and customer records cannot cross this line; amounts are whole cents, never floats.
  2. Decision. Your rules return allow, hold for review, or deny. Run ten rules and they can only make the answer stricter — no rule can overrule another one's "no", and no rule can grant permission.
  3. Human approval, when it is warranted. The approval is one-shot, expires, and is bound to that exact request. Approve a $2,500 invoice and nothing else can ride on that approval.
  4. Execution. Right before sending, the gateway re-checks that the request is byte-for-byte the one that was approved, then sends it exactly once — with an idempotency key SecondSign derives, never one the agent supplies.
  5. Receipt. What was decided, who approved it, what happened. Redacted, and chained by hash so tampering shows.

Try it

pip install secondsign-core          # the engine
pip install "secondsign-core[stripe]" # plus the Stripe rail
from datetime import datetime, timedelta, timezone

from secondsign.adapters import StripeAdapter, StripeCall
from secondsign.contracts import Currency, SourceTrust
from secondsign.decision import DecisionEngine
from secondsign.intent import PaymentTargetKind, SettlementPriority
from secondsign.policy import (
    AggregateKey,
    AmountLimit,
    AmountWindowPolicy,
    PolicyContext,
    WindowAggregate,
)

now = datetime.now(timezone.utc)

# 1. The agent asks to pay. The adapter turns the tool call into an immutable
#    request — account identifiers never enter, only fingerprints of them.
call = StripeCall(
    counterparty_ref="fp:" + "a1" * 32,
    source_account_ref="fp:" + "b2" * 32,
    not_before=now,
    not_after=now + timedelta(minutes=5),
    declared_source_trust=SourceTrust.trusted_instruction,
    scope_count=1,
    amount_minor=250_000,  # $2,500.00 — always integer minor units
    quote_currency=Currency.USD,
    target_kind=PaymentTargetKind.bank_account,
    new_beneficiary=True,
    cross_border=False,
    settlement_priority=SettlementPriority.standard,
)
intent = StripeAdapter().derive(call)

# 2. Your rule: at most $1,000 an hour to this counterparty.
policy = AmountWindowPolicy(
    AmountLimit(quote_currency=Currency.USD, window_seconds=3600, max_aggregate_minor=100_000)
)
context = PolicyContext(
    window_aggregate=WindowAggregate(
        key=AggregateKey.from_intent(intent),
        window_seconds=3600,
        aggregate_minor=0,  # nothing spent in this window yet
        count=0,
    )
)

# 3. The decision.
decision = DecisionEngine([policy]).decide(intent, context)
print(decision.verdict.name, [reason.value for reason in decision.reasons])
# DENY ['value_band_exceeded']

The full path — held, approved by a second human, released through Stripe, and receipted — is in tests/e2e/test_vertical_path.py.

What it guarantees

Each of these is a promise bound to the test that enforces it. See Invariants.

  • Fail closed. Anything unclear, missing or unavailable takes the strictest path. Silence is never consent.
  • Only ever stricter. More rules, plugins or enterprise extensions can tighten a decision. Nothing can loosen one.
  • What was decided is what gets executed. Bound by a digest, re-verified in the instant before dispatch.
  • Approvals are single-use. Tied to one request, with an expiry.
  • Credentials never leave the gateway. They cannot appear in a request, a receipt, a plugin's input, or an error message.
  • No raw financial or customer data in decisions, receipts or logs.
  • Deterministic. No model sits on the live decision path. The same request gets the same answer, and you can explain that answer to an auditor.

Who it is for

  • A team about to hand an agent a payment, treasury or trading tool.
  • A fintech or vertical SaaS shipping agent features that need a control an auditor will accept.
  • Anyone who will one day have to answer: what stopped it, and can you prove it?

It is not a model-safety layer, a prompt filter, or an agent framework. It has one job, at one moment: the instant before money moves.

Open core

SecondSign Core — this repository, Apache-2.0 The decision path: contracts, intent, policy, decision, human approval, gateway, local audit, rail adapters, and the conformance kits third parties test against. Useful on its own, and it always will be — this is not a crippled edition.
SecondSign Enterprise — separate, commercial Organisational scale: hosted runtime and control plane, multi-tenancy, org-wide policy, centralised audit, remote approvals, SSO/RBAC, compliance workflows, and attestation that a deployment really is what it claims.

Two rules hold that line: core never depends on anything private, and an enterprise extension may only make a decision stricter — never grant a permission core would have refused.

Extensions — a new rail, a policy plugin, an approval provider — prove they are safe by inheriting a conformance test suite, not by persuading a maintainer. See Extension contracts.

Status

Pre-1.0. Interfaces may still change.

Built and tested: the whole decision path end to end — contracts and the plugin boundary, intent, policy, the decision engine, maker-checker approval, the execution gateway, the hash-chained audit receipt, Stripe and Alpaca adapters, the conformance kits, and an adversarial matrix run against the threat model. The test suite covers 100% of branches.

Not there yet: the deployment shape that makes no-bypass real for you — a standalone gateway process with a control-plane store the agent cannot reach — plus a first-class agent-facing integration surface. Today, running the library inside your agent's process is right for development and testing, not for production custody of money.

Documentation

Architecture What core is, and what it deliberately is not
Threat model What this defends against, and why each rule exists
Invariants The guarantees, each bound to the test that enforces it
Extension contracts How to add a rail, rule or provider and certify it
Contributing The slice protocol and quality gates
Governance Who decides what, and how little needs deciding
Security How to report a vulnerability, privately
Support Where to start reading, building, and asking
Releasing How a version reaches PyPI
Roadmap The build queue, machine-validated

Everything needed to build on or contribute to this project is in this repository. Nothing here depends on a private one.

Community

Discord — questions while you are building, and what people are building with it. Issues and Discussions remain the durable record; chat is for the parts that never make it into either.

Provenance

SecondSign Core is an independent implementation. Its history begins at its own initial commit and shares no Git history with any other project.

Where another project's work informed this one, it is named in NOTICE with its licence rather than left implicit — including the architectural patterns adopted from Doberman-Core (Apache-2.0), and the handful of explanatory comments adapted from it.

Specifications are committed before the implementations they describe, so the commit order is itself part of the record. Every commit carries a DCO sign-off, and any third-party source that informed a change is named in its pull request along with the licence it carries.

Licence

Apache-2.0. Copyright 2026 SecondSign contributors. See LICENSE.

The licence text was fetched from https://www.apache.org/licenses/LICENSE-2.0.txt.

Contributing

Every commit requires a DCO sign-off. See CONTRIBUTING.md.

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