Introducing Docfide AI

An agentic contract lifecycle management platform built on multi-agent orchestration, subgraph isolation, and domain-specific evaluator loops. Ten specialist agents. One platform. Your entire contract workflow, intelligently automated.

Variables
client_name
contract_value
effective_date
is_auto_renew
AI ASSIST
This agreement is between
client_name
and Docfide.
The effective date shall be
effective_date
contract_value
Overview

At the core is an agent architecture built for legal precision

Docfide AI decomposes complex legal workflows into a coordinated suite of specialist agents. Unlike monolithic AI assistants, our system employs a dedicated agent for each competency — drafting, redlining, risk analysis, compliance checking, obligation tracking, and more — each with its own isolated state, model configuration, and tool set.

Search
Draft
Redline
Extract
Risk
Playbook
Obligation
Compliance
Evaluator
Issue Detection
Mutually isolated subgraphs
Evaluator cross-validation
Human-in-the-loop approval
Architecture

Built different under the hood

General-purpose agent frameworks weren't built for the precision requirements of legal text. Docfide AI was.

Multi-Agent Orchestration

Ten specialist agents — Draft, Risk, Compliance, Redline, Extraction, and more — each operating in their own isolated subgraph.

Evaluator-Optimizer Loop

A dedicated evaluator agent cross-validates every output against the source contract, catching hallucinations and factual errors before they reach you.

Subgraph Isolation

Each agent runs in a compiled state graph with independent state. No cross-agent context pollution. Independent scaling and versioning.

RAG Semantic Search

Local vector search powered by Gemini embeddings and ONNX, with synthesized answers grounded in your contract repository.

Human-in-the-Loop

High-stakes operations pause for approval. Drafts, redlines, and signatures require human review before execution.

Built-in AI Security

Prompt injection detection, output validation, and key leakage prevention on every AI call. Enterprise-grade from the ground up.

AI Drafting

Draft entire contracts from a description

Describe what you need in natural language. Docfide AI generates a complete, structured contract with {{mustache_variables}} for dynamic fields, ready for review and signature.

From description to draft in seconds

Generate NDAs, MSAs, SOWs, and more from a single prompt. The AI handles structure, clause placement, and variable detection.

Document conversion

Upload a PDF, DOCX, or TXT. Docfide AI converts it into a structured contract with detected fields and risk warnings.

Variables
client_name
contract_value
effective_date
is_auto_renew
AI ASSIST
This agreement is between
client_name
and Docfide.
The effective date shall be
effective_date
contract_value
Smart Extraction

Extract structured data from any contract

Email a contract to Docfide or upload it directly. The AI extracts parties, dates, values, clauses, and risks — automatically populating your contract repository.

Intelligent field detection

AI + regex hybrid extraction with confidence scoring. Falls back to pattern matching when AI confidence is low.

Playbook-aware analysis

Extracted data is checked against your organizational playbook. Missing required clauses and forbidden language are flagged immediately.

New Attachment
FORWARD TO CREATE
AI

Contract Value

$120,000

Renewal Date

Oct 24, 2026

Governing Law

Delaware, USA

Key Party

Acme Corp.

Intelligent Review

Review and redline with AI assistance

The AI Review agent identifies problematic clauses, suggests improvements, and cross-validates every claim against the source contract text.

Evaluator-Optimizer Loop

Every agent output is reviewed by a dedicated Evaluator agent. Factual claims are checked against source text. Hallucinations are caught before they reach you.

Contextual chat with action execution

The AI Chat Assistant understands your contract context, supports file uploads, and can insert clauses, add comments, and run analyses directly.

Comments
Sarah (Legal)

Can we increase the liability cap to $1M?

AI Suggestion

Playbook says $1M is standard for this tier.

FINISH
The total liability shall not exceed$500,000$1,000,000per occurrence.
Capabilities

Everything you need to manage contracts at scale

AI Chat Assistant

Per-contract chat sessions that understand context, support file uploads, and can execute actions like inserting clauses or adding comments.

Contract Drafting

Generate complete contracts from a natural language description. Automatically detects field types and produces structured, ready-to-use documents.

Risk Analysis

Playbook-aware risk scoring with structured reports. Analyzes clauses across financial, legal, operational, and compliance dimensions.

Playbook Management

Extract risk patterns, required clauses, and forbidden language from your existing approved contracts. Enforce organizational standards automatically.

GDPR-Compliant by Design

Consent tracking for AI processing, automated data retention, and full audit logging of every AI interaction.

Organizational Memory

Confidence-scored agent memory that learns from approved contracts. Pattern extraction, preference recording, and automatic decay over time.

Under the Hood

Powered by Gemini, with OpenAI fallback

Docfide AI uses a multi-model router that tries Gemini first and falls back to OpenAI — ensuring reliability even when a provider is degraded.

Primary Model

Gemini 2.5 Flash

Fast tier — drafting, chat, risk, extraction, RAG

Advanced Model

Gemini 2.5 Pro

Agentic tasks via multi-model router

Embeddings

Gemini Embedding-001 + ONNX local

Vector search with offline fallback

Fallback

OpenAI GPT-4o / 4o-mini

Automatic failover on provider degradation

Orchestration

LangGraph StateGraph

Compiled subgraphs with MemorySaver checkpointing

Vector Store

Vectra LocalDocumentIndex

Local vector DB — no external service required

Ready to transform your contract workflow?

Join the teams using Docfide AI to draft, review, and manage contracts at scale. Free 14-day trial — no credit card required.

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