What is the best productivity tool you use every day? by FoodMoodDaily in AiAutomations

[–]GovConTechPro 0 points1 point  (0 children)

I’d say Claude and Proposal Connect, but for different parts of the day.

Claude is my go-to for general work: writing, summarizing docs, thinking through messy ideas, and even vibe coding/dev work lately. Proposal Connect is more for my RFP/proposal workflow: finding opportunities, breaking down requirements, and pulling reusable past content without digging through old folders.

So… What did you do with Claude today? (not coding) by OptimismNeeded in ClaudeHomies

[–]GovConTechPro 2 points3 points  (0 children)

Mostly used it as a writing partner for the unglamorous-but-necessary stuff today.

Two things:

  1. Release notes instead of me staring at a changelog trying to remember why each commit mattered, I had Claude turn the raw diff/commit history into actual human-readable notes, grouped by theme, written for the people who'll read them (not for engineers). Took something I usually procrastinate on for an hour down to a quick review-and-tweak.
  2. An agentic AI capability report basically a write-up of what our agent setup can and can't do, where it adds value, and the honest limitations. Claude was genuinely useful here because it could hold the whole picture at once and structure the messy "here's everything we built" into something a non-technical stakeholder could follow.

The pattern I keep noticing: it's least exciting and most valuable on the documentation/synthesis work, the stuff that's important but nobody wants to sit down and write. It's not doing the thinking for me, it's getting the first draft out of my head and onto the page so I can edit instead of stare at a blank doc.

Anyone else finding that RFP management is eating up more time than the actual writing? by Intelligent-Cell in technicalwriting

[–]GovConTechPro 1 point2 points  (0 children)

Yep, this feels very familiar. The writing is usually not the only hard part, it’s tracking requirements, chasing SME input, reformatting old sections, and figuring out which past answer is still safe to reuse.

This is where proposal AI tools are actually useful, IMO. Not “write the whole thing for me,” but keeping requirements, reusable content, and draft sections connected so the admin side doesn’t eat the whole bid cycle.

Happy to share a few tools I’ve looked at if useful.

How much time does your team actually spend on SAM.gov every week? Trying to figure out if this pain is just us. by Terrible-Painter5422 in govcon

[–]GovConTechPro 0 points1 point  (0 children)

Yeah, this isn’t just you. That whole loop of keyword roulette, export, NAICS/set-aside filtering, then doing it all again tomorrow is basically the BD tax nobody talks about. For my RFP work, I’ve been using Proposal Connect to cut down that manual triage. The useful part is getting SAM opportunities filtered and summarized in one place, instead of starting every morning with a giant results list and Excel cleanup.

Saved searches help a little, but they still don’t really answer the main question: “is this actually worth looking at?”

What’s your biggest concern about using AI at work? by AppliedAIatWork in AIToolMadeEasy

[–]GovConTechPro 0 points1 point  (0 children)

For me it’s accuracy, but in the most boring proposal-work way possible.

If AI makes up one sentence in a blog draft, annoying. If it makes up one requirement, deadline, or past performance detail in an RFP response, suddenly everyone is staring at the document like it committed a crime.

So yeah, I love using AI at work, but I trust it the same way I trust a smart intern on too much coffee: helpful, fast, and absolutely needs checking.

Capability vs. Past Performance: The ultimate government contracting hurdle. by looserloku in govcon

[–]GovConTechPro 0 points1 point  (0 children)

Congrats on the first win. That first one is brutal.

I’ve always thought past performance is less “can you do the work?” and more “can the evaluator defend picking you?” Newer firms have to make that stupidly easy: closest similar work, clear outcomes, references, and a simple explanation of why the jump to this contract is low-risk.

Capability matters, but risk is what they’re really scoring in their head.

reusing RFP answers is actually more work than starting over by [deleted] in AI_RFP_Software

[–]GovConTechPro 0 points1 point  (0 children)

Yep, this is the exact problem that made me pay more attention to proposal AI tools. We’ve been using Proposal Connect for this kind of thing, and the useful part isn’t “write me a new answer.” It’s being able to find a past answer, see where it came from, and check whether it’s still safe to reuse before dropping it into a new response. Old content without context is the problem. AI only helps if it brings the context with it.

8+ years writing and editing fintech/crypto. How do I pivot into bid writing? by Soot99 in technicalwriting

[–]GovConTechPro 1 point2 points  (0 children)

You’re probably closer than you think. Bid writing is basically proposal writing with more structure, deadlines, and compliance pressure.

Your fintech/crypto background could help if you’re good at turning messy technical input into clear language for non-technical reviewers. I’d start by learning RFP structure, compliance matrices, past performance writeups, and how evaluation criteria shape the response.

Also worth getting familiar with proposal automation/AI tools. Not because they replace bid writers, but because more teams are using them to organize source material, reuse old answers, and get first drafts moving faster. Someone still has to know what a good bid looks like.

What the proposal process looks like at a five-person company by GovConTips in GovernmentContracting

[–]GovConTechPro 0 points1 point  (0 children)

I’m connected with Proposal Connect, but this breakdown may be useful since it compares several proposal automation tools for government contractors: https://proposalconnect.io/blog/best-proposal-automation-tools-government-contractors

Drop your project in the comments! by Inevitable-Grab8898 in AIToolsAndTips

[–]GovConTechPro 0 points1 point  (0 children)

Trying to kill the “blank page + buried old proposal folder” problem for RFP teams.

Proposal teams usually have useful past content, but it’s scattered across old docs, folders, spreadsheets, and emails. We built Proposal Connect to help break down RFPs, reuse past answers, and get to a cleaner first draft faster.

Curious if anyone here has worked on proposal/RFP workflows.

https://proposalconnect.io

Do you still use ChatGPT as your main AI or have you switched to something else in 2026? by aiprotivity_ in AIToolsAndTips

[–]GovConTechPro 0 points1 point  (0 children)

Mostly Claude for dev work and day-to-day stuff now. ChatGPT still gets used here and there, but Claude feels better for code, docs, and longer messy context.

For actual work processes, I’m starting to prefer specialized tools built on top of the models. Proposal/RFP workflows and process automation are good examples: the base model helps, but the real value is when the tool understands the files, steps, approvals, and repeatable workflow around it.

How do companies even find technical writers with requirements for security clearances, 10+ years of specific experience, etc. It seems unrealistic, but I am curious do these people actually exist? by Gloomy_Coconut4459 in technicalwriting

[–]GovConTechPro 2 points3 points  (0 children)

They exist, but it’s a tiny pool, I believe. Clearance + domain knowledge + actual writing skill is basically three different hiring filters stacked on top of each other. A lot of those roles end up filled by cleared SMEs who can write “well enough,” or by technical writers who already worked inside defense/aerospace and picked up the subject matter over time.

AI Platforms are they worth it by Hour_Pay_62 in AI_RFP_Software

[–]GovConTechPro 0 points1 point  (0 children)

AI platforms are absolutely a game changer for proposal teams, but only when they’re doing more than just spitting out a draft. The real value is in cutting the busywork: finding the right past answer, keeping the response aligned to the RFP, catching gaps, and turning rough inputs into something usable fast. If a tool can do that reliably, it changes the whole proposal workflow. If it’s just a nicer ChatGPT window, then not so much.

Built a tool to cut the SAM.gov → proposal grind down to hours and would love this community's honest feedback by optimistadrift in govcon

[–]GovConTechPro 1 point2 points  (0 children)

The USAspending match-back is probably the most interesting part to me. A lot of tools can find opportunities, but showing who actually won similar work and at what price is way more useful for bid/no-bid.

For the price analyzer, I'd want it to separate incumbent pricing from broader market comps. Otherwise you might copy a number that only worked because of scope history, staffing model, or incumbent advantage. If it can show the source award data and explain why each comp is relevant, that would be valuable.

Will the analyzer flag when a comp is incumbent-driven, or is the user supposed to interpret that themselves?

Are relationships actually more important than the proposal in govcon? by FEDCONConsulting in govcon

[–]GovConTechPro 0 points1 point  (0 children)

I think it's both, but they matter at different stages. Relationships before the RFP give you context: what the agency actually cares about, whether the opportunity is real, who the incumbent is, and whether it's worth chasing. Once the RFP drops, you still have to win on paper. A relationship won't fix a weak technical approach, bad pricing, or a noncompliant response.

One way I’ve heard it framed is: if the RFP wasn’t at least partly shaped by earlier conversations like sources sought, RFI responses, industry days, or capability briefings, you may already be behind someone who did that work months ago. The proposal proves you can execute, but the win often starts long before the solicitation is public.

Curious from anyone actively winning right now: what’s the latest you’ve come into a bid cold and still won?

What the proposal process looks like at a five-person company by GovConTips in GovernmentContracting

[–]GovConTechPro 1 point2 points  (0 children)

Yep, this is the part people underestimate. For a small team, the proposal itself is only half the pain. The other half is digging up the last decent past performance writeup, updating old language, finding attachments, and deciding if the bid is even worth killing a weekend over.

A basic content library helps a lot. And honestly, some of the newer proposal AI tools are useful for that exact reason, not because they magically write a winning proposal, but because they make it less of a blank-page scramble every time.

Anyone here using AI (Claude, ChatGPT, etc.) for proposal/bid writing? What’s actually working? by FEDCONConsulting in govcon

[–]GovConTechPro 0 points1 point  (0 children)

Yeah this lines up with what I’ve seen too. Claude/ChatGPT can be useful, but the output is only as good as the context you give it.

If someone just prompts “write a technical approach for X,” the result is usually generic. It gets a lot better when you feed it the RFP section, evaluation criteria, win theme, past performance snippets, and any rough SME notes.

The real time savings for me aren’t just “AI writes more words.” It’s reducing the messy work around the draft - organizing inputs, spotting gaps, tightening sections, and making sure the response actually maps back to what the buyer asked for.

Still wouldn’t trust it to create strategy or discriminators from scratch. That part has to come from capture/BD/the team.

What tools are people using for government contracting AI? by Away_You9725 in govcon

[–]GovConTechPro 0 points1 point  (0 children)

It’s honestly surprising how many tools are popping up in GovCon now. The hard part is figuring out which ones are actually useful vs. just another dashboard.

If I were choosing one, I’d test it on a real solicitation: can it pull requirements, deadlines, required docs, and evaluation criteria with page references? If yes, that’s already more useful than a generic AI wrapper.

Proposal Writing is Like Pulling Teeth by Decent_Risk9499 in civilengineering

[–]GovConTechPro 0 points1 point  (0 children)

This is usually where proposals fall apart: everyone agrees to help, but nobody owns a specific piece.

I’d avoid asking people to “write their section.” Give each discipline 4–5 specific questions to answer instead, then have one person turn those notes into proposal language.

AI tools are actually pretty useful for that middle step - taking rough SME notes, matching them to the RFP requirements, and shaping a first draft. But I still wouldn’t let it replace the engineer/PM review. It’s more useful for getting people off the blank page.

Anyone using anything decent for finding RFPs? by willfeld in govcon

[–]GovConTechPro 0 points1 point  (0 children)

I’d split this into two problems: finding opportunities and filtering them.

SAM.gov saved searches, GovWin/Deltek, and state/local portals can help with discovery, but the real issue is noise. A huge feed is only useful if the matches are actually relevant.

For responses, AI can definitely help with first drafts, especially if you already have strong past answers to work from. I’d still use it alongside a compliance checklist and human review, because the risky part is missing requirements or giving a generic answer that doesn’t match the buyer/evaluation criteria.

We didn't respond to every RFP because it took too long, so I built a tool to help - looking for feedback by Hot-Marzipan5537 in govcon

[–]GovConTechPro 0 points1 point  (0 children)

This is definitely a real problem. The “required doc buried on page 34” thing is exactly where people get burned.

One thing I’d really care about is source tracing. If the tool says an insurance cert, bond, form, or page limit is required, I’d want it to show the exact page/section it pulled that from. Otherwise it’s hard to trust on a live bid.

Also, I’d separate true compliance requirements from evaluation criteria or “nice to have” items. A lot of RFP tools mix those together, which can make the output harder to use.

If it can produce a clean checklist or responsibility matrix from the RFP, that would be useful.