API Live · v0.4.0 · db:ok · USPTO 64/067,547

Every AI decision
needs a receipt.

Cryptographically signed, independently verifiable evidence records produced at the moment of each regulated AI decision.

Live Demo → API Docs Reserve Calculator

— DPRs Sealed

100% Chain Integrity

v0.4.0 API Version

64/067,547 USPTO Patent

3 Jurisdictions

The Problem

AI is making millions of consequential decisions every day. The evidence that those decisions were legal does not exist.

Every loan denial, every insurance claim, every hiring decision made by an AI model is subject to regulatory review. When that review arrives, institutions need to produce a specific, accurate, model-derived reason — signed at the moment of decision, tamper-evident, independently verifiable.

Today, that record doesn't exist. GateFrame builds it.

Earnest Operations · MA AG · July 10, 2025

$2.5M settlement. Violation: inaccurate AI adverse-action notices failing to state specific denial reasons. AOD ¶71 now mandates an algorithmic oversight team at every AI lender under consent order.

US Treasury FS-AI RMF · February 2026

230 control objectives requiring financial institutions to produce "robust documentation and evidence" for AI decisions. Active at every US bank today.

NJ N.J.A.C. 13:16 · December 15, 2025

New Jersey preserved state disparate-impact liability. AG + DCR Director + private complainants all have standing. The broadest enforcement surface of any US jurisdiction.

How It Works

Three lines of code.
Legally defensible forever.

01 — INTEGRATE

⟨/⟩

One SDK call

Install agentseal-gateframe. One callback added to your LangChain, AutoGen, or CrewAI agent. Works with any AI framework in three lines.

02 — SIGN

◈

Ed25519 at moment of decision

Every consequential AI decision is hashed, signed with Ed25519, and chained in a Binary Merkle Tree. Per-decision, not session-level. Tamper-evident by design.

03 — DEFEND

⚖

Examiner-ready evidence

CFPB Form C-1 adverse-action output. 27 ECOA reason codes. 220 SHAP-to-Reg-B mappings. Independently verifiable by any examiner — no GateFrame account required.

For Developers

Three lines.
Any framework.

agentseal_quickstart.py

# pip install agentseal-gateframe


from agentseal.integrations.langchain_callback import AgentSealCallback
from langchain.agents import AgentExecutor



# Add to any LangChain agent
cb = AgentSealCallback(
    tenant_id="your-institution",
    api_key="gf-pilot-key",
    framework="ECOA_REG_B"
)



agent = AgentExecutor(
    agent=agent,
    tools=tools,
    callbacks=[cb]  # ← one line
)



# Every decision now produces a signed DPR:
# {
#   "dpr_id": "uuid",
#   "ed25519_signature": "...",
#   "ecoa_reason_codes": ["C1", "C4"],
#   "cfpb_form_c1": {...},
#   "verify_url": "gateframe-api.netlify.app/..."
# }
        

⚡

LangChain · AutoGen v0.4 · CrewAI

Native integrations for every major agent framework. pip install agentseal-gateframe — live on PyPI v1.0.1.

◈

Ed25519 + SHA-256 + Binary Merkle Tree

Per-decision signing. Not session-level. The legally material unit is the decision — not the session, not the batch.

📋

DPR Spec v0.1 — Apache 2.0

Open standard. Independent verification without a GateFrame account. MCP SEP filed. IETF SCITT compatible.

🔑

Pilot keys — $500/month

Up to 10,000 DPRs/month. No procurement. No SOC 2 required. Email shankar@gateframe.io — subject: Pilot Key Request.

The Legal Evidence Moat

Security monitoring
is not legal evidence.

No competitor — WitnessAI, OpenBox, AgentTraceHQ, Geordie, Noma — has shipped a product that produces ECOA Regulation B examiner-format output with CFPB Form C-1, SHAP-to-reason-code mapping, and per-decision Ed25519 signing. Confirmed uncontested, May 2026.

Security Monitoring

WitnessAI · OpenBox · Geordie · Noma

CFPB Form C-1 adverse-action output

SHAP → 27 ECOA Reg B reason codes

Per-decision signing (session-level only)

Independent verification without operator

Legal guarantee per vendor ToS

"The hash chain verification feature does not constitute a legal guarantee or certification of data integrity." — AgentTraceHQ ToS, Section 7, March 2026

Legal Evidence Production

GateFrame — The Only Production API

CFPB Form C-1 adverse-action output — live

220 SHAP-to-Reg-B mappings — live

Per-decision Ed25519 signing — live

Independent verification, no account needed

Designed to be the legal guarantee

Proof Points

⚖

USPTO Patent Pending

Provisional No. 64/067,547. Priority date May 16, 2026. 33 claims covering the dual-signature Ed25519 + ECOA output architecture. Non-provisional deadline May 16, 2027.

📐

DPR Spec v0.1 — Apache 2.0

Open standard published April 22, 2026. MCP SEP filed. IETF SCITT compatible. JTC 21 (EU AI Act Article 12) contribution pending. The format being submitted while standards are still being written.

🌐

DFSA Innovation Testing Licence

ITL pre-application filed. DFSA AI Survey 2025: 21% of DIFC firms have no AI accountability mechanism. Emirates NBD operates under dual CBUAE + DIFC Regulation 10 jurisdiction.

🏛

Chainalysis Pattern

IRS contract: $34,432,673 sole-source under FAR 6.302-1 (March 30, 2026). IRS JOFOC: "not offered by any competitors, in any form." GateFrame replicates this via CFPB examiner normalisation on DPR format.

🔬

External Validation

seiright.com compliance playbook (May 9, 2026) independently described the exact GateFrame artifact — SHAP-to-Reg-B mapping, reason-code dictionary, documented audit pack — without knowing GateFrame exists.

💰

Series A Comparable

Axiom Math: $200M Series A at $1.6B+ pre-money, March 2026, Menlo Ventures, zero ARR disclosed. Infrastructure primitive multiple confirmed. GateFrame targets the same mechanism.

For General Counsel

What is your
reserve exposure?

GateFrame reduces your IFRS 9 / ASC 450 contingent liability reserve. At $80K ACV, the average ROI is 18–25× the annual cost — a number your CFO can defend.

Run Your Numbers →

Quick estimate

AI Decisions / Year 500,000

Adverse-Action Rate 18%

Estimated §1002.9 Reserve Exposure

—

GateFrame ACV: $80K · ROI: —

Pricing

Start free.
Scale with revenue.

Developer

Free

Demo key · gf-demo-key-2026

100 DPRs/day
Live API access
All SDK integrations
Command Center demo
DPR Spec (Apache 2.0)

Start Building

Every AI decision needs a receipt.

Three lines of code.Legally defensible forever.

Three lines.Any framework.

Security monitoringis not legal evidence.

What is yourreserve exposure?