Agentic AI · Enterprise Sales · ISO 27001 · SOC 2 Type 2

Agent Workflowrfp_agent

Win More RFPs. Respond in Hours, Not Weeks.

6 subagents. Zero copy-paste. Audit-ready on every submission.

The rfp_agent agentic workflow synthesizes your knowledge base, detects compliance gaps before they become disqualifiers, and delivers fully sourced proposal drafts with mandatory HITL approval at every high-risk section.

See the Pipeline →

5×Faster RFP turnaround

80%Draft automation rate

100%Audit trail on every bid

The Problem

Manual RFP processes lose deals before the writing starts.

Speed

RFP Cycles Drag 2–4 Weeks Per Bid

10+ subject-matter experts pulled from active projects for every RFP.
Coordination overhead means the clock starts ticking before any writing begins.
Parallel RFPs collapse under the weight of manual coordination.
Faster competitors submit before your team completes the first draft.
Missed deadlines disqualify bids regardless of technical merit.

Knowledge

Institutional Memory Lives Nowhere

Past winning proposals sit in individual inboxes and shared drives with no index.
Every new RFP re-inventories the same product capabilities from scratch.
SME availability bottlenecks block response quality, not knowledge gaps.
No standardized answer library means quality varies by author and deadline pressure.
When team members leave, proposal quality degrades with no knowledge transfer.

Compliance

Gaps Discovered After Submission

Compliance requirements buried in 300-page RFP documents go unread.
Missing mandatory certifications or security attestations trigger disqualification.
Legal and security review bottlenecks are discovered at the last stage.
No systematic check for evaluation criteria coverage before submission.
Post-submission feedback arrives too late to win the bid.

Six Subagents. One Winning Proposal.

Built by the lowtouch.ai team. Each subagent owns one stage of the RFP response workflow.

Knowledge Ingestion Agent

Indexes your knowledge base, past proposals, product specs, and policy documents from SharePoint, Confluence, and connected repositories.

Requirement Analysis Agent

Parses the incoming RFP document, extracts all requirements, evaluation criteria, and compliance checkpoints into a structured matrix.

Gap Detection Agent

Cross-references requirements against the knowledge base; flags unanswered sections and high-risk compliance gaps before any draft is written.

Draft Generation Agent

Auto-populates responses using matched knowledge base content, maintaining consistent tone and sourcing every answer to its origin document.

HITL Review Agent

HITL

Routes flagged sections to assigned SME reviewers. Nothing is included in the final submission without explicit approval from a named reviewer.

Submission Agent

Compiles the reviewed proposal into the required format. Every response is versioned, timestamped, and linked to its source document for full audit trail.

Every RFP Format, Every Sector, Handled

Enterprise Technology Bids

Enterprise

Knowledge base synthesized from policy docs, past bids, and product specs.
Requirement matrix auto-generated from RFP in minutes, not hours.
Gap detection flags unanswered sections before draft generation begins.
HITL gates route high-risk sections to named SME reviewers.
Submission package versioned and audit-ready on first pass.

5× faster turnaround

GCC Capability Statements

GCC

Capability library indexed once; reused across every GCC bid.
Headcount, certifications, and delivery metrics populated automatically.
Compliance attestations (SOC 2, ISO 27001) mapped to evaluation criteria.
HQ approval workflow managed through HITL gates with full audit trail.
Response quality consistent regardless of team availability or deadlines.

Zero SME bottleneck

IT Services Proposals

IT Services

Past engagement summaries, case studies, and references indexed automatically.
Technical architecture sections auto-drafted from reusable component library.
Pricing and SLA sections routed directly to approver review queue.
Compliance and security sections generated from certifications on file.
Every version tracked; revert or compare any draft at any time.

Institutional memory, live

Government Tenders

Government

Mandatory disclosure sections identified and populated from compliance library.
Evaluation criterion coverage verified before submission; zero missing fields.
Security clearance and data residency requirements mapped automatically.
Multi-level HITL approval for legal and compliance sections.
Submission deadline tracking with automated escalation to reviewers.

Compliance-first drafting

Enterprise-Grade Platform Capabilities

The rfp_agent agentic workflow is built on the full breadth of the lowtouch.ai platform.

Knowledge Base Synthesis

Pulls answers from policy documents, past proposals, product specs, and compliance certifications. Every response is sourced and traceable: no guessing, no hallucination.

Gap Detection

Flags unanswered sections, missing compliance requirements, and evaluation criteria gaps before drafting begins. Issues surface when they can still be fixed.

HITL Approval Gates

Routes high-risk sections to named SME reviewers via commit reviews and pull request approvals. No response is submitted without explicit human sign-off.

Audit Trail

Every response version, reviewer, and source document is timestamped and logged. Full traceability from requirement to final submission, ready for compliance review.

Compliance Mapping

Automatically maps RFP evaluation criteria to your certifications (SOC 2, ISO 27001, sector-specific requirements) and flags gaps before they become disqualifiers.

Agent Orchestration

Six custom subagents built by the lowtouch.ai team coordinate across ingestion, analysis, gap detection, drafting, review, and submission. No middleware required.

Measurable Impact from the First RFP

5×Faster RFP turnaround vs manual process

80%Of responses auto-drafted from knowledge base

0Missed compliance requirements post-submission

100%Audit trail on every submission

Integrated with Your Existing Toolchain

No rip-and-replace. Works with the knowledge repositories and workflows you already run.

SharePoint

Knowledge repository

Confluence

Documentation source

Salesforce

Opportunity tracking

SMTP / MS Teams

Reviewer notifications

SNOW / Jira

Review workflow

GPT-4o / Claude

Draft generation

Entra ID / Okta

Agent authentication

Contract Repository

Historical proposals

Document APIs

Multi-format output

Private Infra

Zero data egress