Field Notes · 7 min read
How Air Viper uses PursuitWorks to bring structure, speed, and control to federal pursuits
By Colby Uva, Guest Contributor · Published June 24, 2026
- Customer Story
- PursuitWorks
- Federal Proposals

For companies working in aviation, aerospace, defense-adjacent services, and technical operations, federal opportunities can move quickly. A solicitation may look promising at first glance, but the real work begins once a team has to evaluate fit, understand requirements, gather supporting evidence, shape a winning strategy, and produce a compliant response under deadline pressure.
At Air Viper, LLC, CEO Forrest Ludwig understands that accuracy, timing, and professionalism matter in every pursuit. Whether the company is reviewing new opportunities, organizing qualifications, or preparing pursuit materials, the team needs more than a generic writing tool. It needs a structured workflow that helps move from opportunity discovery to proposal readiness with better visibility and control.
That is why Air Viper uses PursuitWorks.
PursuitWorks gives Air Viper a governed proposal workflow built around the way federal contracting actually works. Instead of treating proposal development as a loose collection of documents, emails, notes, and AI-generated drafts, PursuitWorks helps turn each opportunity into an organized pursuit record with intake, scoring, source materials, reusable company context, drafting support, review steps, and readiness controls.
Turning opportunities into organized pursuits
One of the biggest challenges in federal business development is deciding which opportunities deserve time and resources.
Not every opportunity is a good fit. Some may match a general capability area but fail on timing, compliance, past performance, NAICS alignment, pricing posture, or customer fit. Without a clear intake process, teams can waste valuable time chasing opportunities that should have been disqualified early.
PursuitWorks helps solve that by turning opportunity discovery into a structured pursuit record.
When Air Viper reviews federal opportunities, PursuitWorks gives the team a better way to move from "this looks interesting" to "this is a defined pursuit." Opportunity details, source links, agency information, deadlines, rationale, and supporting context can be carried forward into one workspace. That matters because the first decision in any pursuit is not writing. The first decision is whether the opportunity is worth pursuing at all.
By giving Air Viper a more disciplined front door for opportunity intake, PursuitWorks helps the company approach bid/no-bid decisions with more clarity.
Keeping context from getting fragmented
Federal proposal work often breaks down because the information lives everywhere.
Solicitations may be in one place. Amendments may be somewhere else. Past performance examples may sit in old folders. Pricing assumptions may live in a spreadsheet. Technical notes may come from subject matter experts through email or calls. Strategic thoughts may be scattered across chat messages.
For a company like Air Viper, that fragmentation creates risk.
If the team cannot quickly locate the right context, it becomes harder to write clearly, support claims, stay compliant, and move quickly. PursuitWorks helps reduce that problem by separating reusable company memory from pursuit-specific evidence.
That distinction is important.
Air Viper can maintain approved company context such as capabilities, personnel details, past performance language, methods, compliance posture, and reusable descriptions. At the same time, each active pursuit can maintain its own source trail, solicitation files, amendments, notes, decisions, and review state.
This allows Air Viper to reuse what should be reused without mixing it carelessly into every opportunity. It also helps ensure that each pursuit remains grounded in the actual requirements and source materials for that specific bid.
Using AI without losing control
AI can be useful in proposal development, but generic AI tools are not enough for federal contracting.
A proposal is not just a text-generation exercise. It is a controlled business process. The team has to know what sources are being used, what assumptions are being made, who reviewed the material, what still needs approval, and whether the response is actually ready for submission.
That is where PursuitWorks stands out.
PursuitWorks allows AI to assist with stage-specific artifacts while keeping deterministic gates around review, readiness, and control. For Air Viper, that means AI can support the work without replacing the judgment and accountability required in a serious pursuit process.
Air Viper does not want a tool that simply generates paragraphs. The company needs a system that helps manage the pursuit itself.
PursuitWorks supports that by helping with areas such as RFP shred, competitive intel, clause analysis, win themes, price-to-win thinking, full proposal drafting, traceability, color-team review, and submission readiness.
That structure is valuable because it keeps the team focused on the full lifecycle of the opportunity, not just the writing stage.
Improving review and accountability
In federal proposals, review is not a formality. It is one of the most important parts of the process.
A strong proposal has to be accurate, compliant, persuasive, and aligned with the customer's priorities. It also has to be reviewed by the right people before it moves forward.
PursuitWorks helps Air Viper bring more accountability into that process. Review gates, approval states, activity events, and submission-readiness checks help make the workflow more transparent. Instead of wondering whether a document has been reviewed, whether a requirement has been addressed, or whether a decision has been captured, the team can work from a more governed environment.
That is especially important when multiple stakeholders are involved.
Business development, operations, technical contributors, pricing, leadership, and reviewers may all touch a pursuit at different stages. PursuitWorks helps organize that collaboration so the process does not become a confusing thread of disconnected drafts and comments.
Building a stronger proposal operating system
For Air Viper, PursuitWorks is useful because it supports the operating reality of federal pursuit work.
The value is not only in faster drafting. The value is in better structure.
PursuitWorks helps Air Viper:
- Evaluate opportunities with more discipline
- Capture source materials in one pursuit workspace
- Reuse approved company context across bids
- Keep pursuit-specific evidence separate and traceable
- Develop strategy before writing too much too soon
- Support drafting with source-grounded context
- Maintain human review and approval controls
- Improve submission readiness before deadlines
That combination helps Air Viper operate with more confidence.
When Forrest Ludwig and the Air Viper team pursue federal opportunities, they want the process to reflect the same level of professionalism the company brings to its work. PursuitWorks gives Air Viper a system that supports that goal.
Why it matters
Federal contracting rewards companies that can move quickly without becoming careless.
Speed matters, but so does control. AI assistance matters, but so does human review. Reusable content matters, but so does source-specific evidence. Proposal writing matters, but the workflow around the writing matters just as much.
PursuitWorks helps Air Viper bring those pieces together.
By giving the company a governed proposal workflow, PursuitWorks helps turn opportunity discovery, qualification, evidence, strategy, drafting, review, and readiness into a more connected process. That allows Air Viper to spend less time chasing scattered information and more time building stronger, more disciplined pursuits.
For teams that want to compete more effectively in federal contracting, that structure can make a meaningful difference.
At Air Viper, PursuitWorks is more than a proposal tool. It is part of the operating system for pursuing government opportunities with greater clarity, accountability, and confidence.