The execution and control plane for LLMs

LLMs Create Capability. Docy Makes It Auditable.

The system of record for AI decisions — auditable, replayable, and safe to deploy. Every output fingerprinted, rule-checked, and sealed for replay.

6,000+Decisions processed
99%Audit pass rate
5 daysTo go live
agent.docyai.com/studio/procurement-contract-review
Components
Operation Guide
Single Processing
Input file
Data extractor
Extract signature
Audit node – global
Audit node – field
Conditional node
Interaction node
Knowledge node
Doc template node
Web search
Content generator
Custom component
Procurement Contract ReviewLIVE
Input fileUpload procurement contractExtract signatureExtract signature data from docsContent generatorGenerate key contract infoData extractorExtract key informationAudit node – globalValidate contract rulesCustom componentCustom processing logicAudit node – fieldField-level validationConditional nodeRoute based on audit resultInteraction nodeHuman approval required
AI
AI Assistant

Trusted by teams in regulated industries

HTQ AI Insights
Metora
Parallel Data
Billbooks
uPowr

Capabilities

Everything You Need to Ship AI Safely

Agentic Workflows

Go from document to auditable decision in minutes with drag-and-drop multi-step pipelines.

Data InputDocument · API
ExtractParse & fingerprint
Rules EngineCompliance check
AI AgentDocy AI
OutputSealed decision

Human In The Loop

Integrate human oversight at every decision point. Every approval recorded with identity and timestamp.

WAITINGReview required
SC
Contract #4829 · Tier-2 Review
Sarah Chen · Compliance Officer · 2m ago
After reviewing the compliance report, I am proceeding to approve this account based on the evidence provided.

LLM Agnostic

Deploy the best-performing model for every task. Swap between providers without changing your pipeline.

L
Llama
G
Google
OpenAI
M
Mistral
𝕏
Grok

Deploy Anywhere

Multi-tenant SaaS, dedicated VPC, or on-premise. Your data stays where you need it.

AWS
GCP
Azure
On-premiseVPCSaaS

Immutable Audit Trail

Full input-to-output record for every AI decision. Nothing is lost, nothing can be changed.

audit_log.contract_4829SEALED
14:32:01output.sealeda3f9c2
14:31:15human.approvedb8e2d4
14:30:48rules.validatedc1d5e9
14:29:43input.fingerprintede7a1b0

Decision Replay

Reconstruct any decision — model version, rules applied, data at the time, and the full approval chain.

decision_replayStep 3 / 5 · 00:04.2s
InputExtractAuditApproveSeal
model: claude-4-sonnet
rules: finance.v3
token: rpl_a3f9c2e7

Domain Rule Sets

Compliance logic applied automatically via swappable rule sets. Change industry, keep the infrastructure.

ruleset.finance.v3FINANCE
IFcredit_score<650
THENescalate(human)
IFincome_verified==false
THENreject(reason)
ENERGYOPS+ swap per industry

Workflow Nodes

Every Node Your Workflow Needs

16 node types across 6 categories — compose any document workflow without code.

Input & Output

Input File

Upload or import files as workflow input

Output File

Export approved documents to storage or downstream systems

Batch Process

Schedule and run workflows in batches

API Call

Integrate with external services or internal APIs

Extraction

Data Extractor

Define extraction rules and capture structured data

Extract Signature

Detect and extract signature/seal information

Audit & Compliance

Audit Node – Global

Apply validation rules to the whole document

Audit Node – Field

Validate specific fields

Logic & Flow

Conditional Node

Branch the workflow based on conditions

Interaction Node

Request user input or confirmation

AI & Knowledge

Knowledge Node

Query a knowledge base for answers

Content Generator

Use AI to generate text content

Web Search

Fetch information from the internet

Build & Connect

Document Template

Generate new documents from templates

Custom Component

Run custom code with full access to workflow state

More

OCR, document classification, translation, table extraction, and additional specialized nodes

Platform

Built for Accountability. Not Dashboards.

Six capabilities that turn LLM outputs into auditable decisions.

audit_log.contract_4829SEALED
14:32:01output.sealeda3f9c2
14:31:15human.approvedb8e2d4
14:30:48rules.validatedc1d5e9
14:29:43input.fingerprintede7a1b0

Immutable Audit Trail

Full input-to-output record for every AI decision.

decision_replay3 / 5 · 00:04.2s
InputExtractAuditApproveSeal

Decision Replay

Reconstruct any decision — model, rules, data, and approvals.

approval_queuePENDING
SC
Contract #4829 · Tier-2 review
Sarah Chen · 2m ago
Reject
Approve

Human-in-the-Loop

Every approval recorded with identity and timestamp.

ruleset.finance.v3FINANCE
IFcredit_score<650
THENescalate(human)
IFincome_verified==false
THENreject(reason)

Domain Rule Sets

Compliance logic applied automatically. Swap per industry.

lineage · contract_4829
srcextractauditseallog

Data Lineage

Track provenance from ingestion to sealed output.

tenant_workspace
RBAC
H
HTC
M
MTR
B
BBK
db: tenant_htc_prod

Tenant Isolation

Multi-tenant security with strict data boundaries and RBAC.

How It Works

Three Steps. Every Decision Sealed.

Step 01

Ingest & Fingerprint

Every input is hashed, tagged with tenant identity, and an audit log is opened.

Step 02

Validate & Approve

Domain-specific compliance rules run automatically. Exceptions route to human review.

Step 03

Seal & Replay

The decision record is sealed with a replay token. Fully reconstructable, forever.

By the numbers

The System Behind the Numbers

0+

Compliance decisions processed

0%

Audit pass rate

0+

Decisions per month

0 days

Median time-to-live

API Lockdown
256-bit Encryption
Immutable Audit Trail
Role-Based Access Control

FAQ

Frequently Asked Questions

Ready to make AI auditable?

Most teams are live within 5 business days.
No credit card required.