About this course
The tools aren't the problem. The foundation is.
The tools aren't the problem. The foundation is.
Most federal proposal teams didn't fail at AI adoption because they chose the wrong tool. They failed because the foundation beneath the tool wasn't ready. Scattered content, undefined workflows, and the absence of any governing policy don't disappear when you add AI to the mix. They accelerate.
This four-module program is built to fix that. Developed by Marcia Watson, CEO of BTW & Co., AI Readiness for Federal Proposals walks GovCon growth teams through the three foundational pillars every organization needs in place before AI adoption can deliver real results: organized knowledge management, clear workflow integration, and a defined AI policy. Practical. Compliance-aware. Built specifically for the federal contracting environment.
The government has its own language, its own rules, and its own way of doing business. And the biggest risk in federal contracting isn't a missed deadline or a non-compliant proposal — it's not knowing how the system works.
GovCon Basics gives you a clear, practical overview of how federal procurement works — from the FAR and contract structures to acquisition lifecycles, key players, RFP navigation, and the terms that come up in every GovCon conversation. Whether you're new to the industry or filling in foundational gaps before moving into advanced training, this is your starting point.
What You'll Learn:
What You'll Learn:
Where AI accelerates your proposal workflow and where it creates risk, with specific guidance for the capture, solution development, and proposal production phases
The critical distinction between assembly work, where AI belongs, and thinking work, where human judgment is non-negotiable
Why scattered content makes AI hallucinate and how to build a knowledge management system that gives AI accurate, current, and accessible information to work with
How the government buys — the FAR, contract types, vehicles, task orders, and why none of the structure is arbitrary
Who the key players are on both sides of the contract — Contracting Officers, CORs, Program Managers, and the contractor team
The terms you'll hear every day — solicitations, RFPs, PWS, go/no-go, incumbents, set-asides, teaming agreements, joint ventures, and more
Role-specific guidance for capture leads, solution architects, and proposal managers on how AI applies to their work
How to navigate an RFP — and why Sections L, M, and C are the three you need to understand first
A clear framework for making AI work in federal contracting.
How to build an AI policy that answers the four questions every federal proposal team needs answered: What tools are approved? What can AI generate? Who reviews it? And what are your data security boundaries?
The acquisition and BD lifecycles — what the government is doing and what your team should be doing at every stage
A step-by-step framework for drafting, piloting, and rolling out your organization's AI policy so it becomes habit, not just a document
COURse modules
Four modules. Three foundations. One complete framework.
AI Readiness for Federal Proposals
Most growth teams are trying to bolt AI onto chaos and wondering why it's not working. In this opening module, Marcia Watson breaks down the real problem with AI adoption in federal contracting, introduces the three foundations every proposal team needs, and previews exactly what this program will help you build. Start here.
Before the deep dives, the foundation. Marcia sets the stage for everything that follows — breaking down the real problem with AI adoption in federal contracting and introducing the three pillars this program is built around.
Overview · ~10 minutes
01
Foundation #1: Why AI Can't Fix Content Chaos
AI is only as good as the content you give it. If your past performance is buried in old proposal folders, your capabilities are scattered, and nobody's sure which version is current, AI won't fix that. It will accelerate it. You'll get tactical strategies for organizing past performance, corporate capabilities, and win themes, plus five action steps to implement immediately.
Garbage in, garbage out. This module breaks down what organized knowledge management actually looks like for federal proposals and gives you the tactical strategies to build it — across past performance, corporate capabilities, and win themes — with five concrete action steps to implement immediately.
Knowledge Management · ~15 minutes
02
Foundation #2: When to Use AI in Your Proposal Workflow
Knowing you can use AI is not the same as knowing where to use it. This module maps the full federal proposal lifecycle and identifies the specific AI insertion points that accelerate your team versus the areas where AI introduces risk. You'll learn the difference between assembly work and thinking work, what AI should never do in a federal proposal environment, and how to build workflow standards your entire team can follow.
The question isn't whether to use AI. It's where. This module maps AI across the full proposal lifecycle — identifying where it accelerates and where it creates risk — and gives you the workflow standards to make that distinction clear for everyone on your team.
Workflow Integration · ~15 minutes
03
Foundation #3: Roles, Responsibilities, and AI Policy
If you haven't defined what's acceptable and what's not, every individual is making their own decision. That's not a training problem. That's a policy problem. This final module gives you the framework to build an AI policy that enables your team, protects your organization, and keeps human judgment where it belongs. You'll finish with a step-by-step process for drafting, piloting, and rolling out your policy.
When there's no policy, everyone makes their own rules. This final module closes that gap — giving you a clear framework for building, piloting, and rolling out an AI policy that protects your organization and enables your team. End with the foundation. Start with the advantage.
AI Policy · ~20 minutes
04
Who this course is for
Built for GovCon growth teams who are serious about winning.
Capture Leads
Ready to define where AI fits in your pursuit process and where human judgment stays in the lead.
Proposal Managers
Looking to define AI standards, quality control processes, and review accountability across your team.
Solution Architects
Navigating where AI can support technical content development and where it creates compliance risk.
GovCon Leadership
Building the organizational infrastructure, governance, and policy for responsible AI adoption across the growth team.
Your Instructor
Marcia Watson
BTW & Co. President & Co-Founder Marcia Watson is a credentialed AI educator and federal contracting strategist who built BTW & Co. to give GovCon professionals the practical, compliance-aware foundation they need to compete — and win — in the federal market.
Through the WinReady™ training ecosystem, Marcia translates complex procurement structure into clear, actionable knowledge your team can apply from day one.
federal contracting practitioner
GovCon Strategist
Avid ai educator
