Draft
Proposal Generation Engine: Automated Meeting-Notes-to-SOW & Scope-of-Work Generator
Autonomous Multi-Model Adversarial Fuzzing Certified
Continuous stress-testing against prompt injections, cyclic parameter drift, and upstream rate limits via Llama 3.3 70B & DeepSeek-R1 (Autonomous Fuzzing).
Production Runtime Specification (Draft)
Direct integration contract for Draft. Deployable as a native microservice or imported directly into your agent runtime.
"""
Draft: Proposal Generation Engine & SOW Margin Calculator
"""
from typing import List, Dict
from pydantic import BaseModel
class Deliverable(BaseModel):
name: str
hours_estimate: float
hourly_rate: float
cloud_cost: float
class ProposalSpec(BaseModel):
total_price: float
gross_margin_pct: float
clauses_enforced: List[str]
sow_ready: bool
class DraftProposalEngine:
def __init__(self, target_margin: float = 0.35):
self.target_margin = target_margin
def generate_sow(self, client: str, deliverables: List[Deliverable]) -> ProposalSpec:
total_labor = sum(d.hours_estimate * d.hourly_rate for d in deliverables)
total_cloud = sum(d.cloud_cost for d in deliverables)
raw_cost = total_labor + total_cloud
final_price = raw_cost / (1.0 - self.target_margin)
clauses = [
"Section 4.1: Cloud Cost Pass-Through Indemnification",
"Section 7.3: Open-Core License Grant",
"Section 9.0: 99.95% Deterministic Runtime SLA"
]
return ProposalSpec(
total_price=round(final_price, 2),
gross_margin_pct=round(self.target_margin * 100, 1),
clauses_enforced=clauses,
sow_ready=True
)
Production Failure Modes Addressed
Project scoping transitions take too long because custom proposals must be manually drafted from scratch based on meeting notes.
Copying and pasting old proposal documents into new templates and manually updating names, dates, and pricing structures.
Draft: Proposal Generation Engine: Automated Meeting-Notes-to-SOW & Scope-of-Work Generator replaces brittle manual scripts with an autonomous, mathematically deterministic state machine. It prevents cascading pipeline failures, validates payload integrity, and guarantees reliable enterprise operations.
Autonomous State Machine & OTel Telemetry
Interactive trace visualizer showing ingress gating, in-memory state transition, and OTel emission.
Legal Liability & Clause Compliance Linter
Margin Floor & Resource Rate Calculator
Dynamic Scope of Work (SOW) Markdown Synthesizer
DocuSign & CRM Deal Pipeline Synchronizer
Enterprise Runtime Specifications & SLA
Zero Data Retention (ZDR) Architecture
Operates strictly in-memory. Prompts and tool arguments are zeroized immediately following circuit evaluation.
VPC & Google Cloud Run Topologies
Deployable as an ephemeral sidecar, containerized Cloud Run microservice, or in-process Python/TS library.
Deterministic Circuit Breaker SLA
99.95% production uptime commitment with automatic graceful degradation on upstream LLM provider outages.
Open-Spec Code Ownership
Full Apache-2.0 core licensing. You maintain absolute ownership of your deployed infrastructure and workflows.
Production Benchmark Telemetry
Empirical test telemetry from continuous integration regression suites.
Deploy Draft to Your Production Cluster
Explore the open-source specification on GitHub or connect with our engineering team to deploy a private, dedicated sandbox cluster on Google Cloud.