Comparison
economAIcs vs AutogenAI
One is a writing engine for every industry. One is a tender intelligence platform for transport. Here's the honest difference.
If you run bids for a bus, rail, ferry or transport tech business and AutogenAI is on your shortlist, this page will save you a demo cycle. We'll tell you where they're strong, where we're different, and how to decide, without the vendor theatre.
Read this if
You're a Commercial Director, Bid Director or Head of BD in transport. You've got more tenders than capacity, franchising and BSIP have changed the game, and you're deciding whether "AI for bids" means a faster pen, or a sharper decision.
What AutogenAI is: credit where due
AutogenAI is one of the most established AI bid-writing platforms in the market. Founded by Sean Williams, a bid-writing veteran of 15 years, it's raised over $60m, including a $39.5m Series B co-led by Salesforce Ventures, and serves enterprise bid teams across government, defence, construction, healthcare and more.
What it does well: drafting. Its language engine produces first drafts fast, grounded in your content library, with real source-tracking discipline. If your bottleneck is prose production across a high-volume, multi-sector pipeline, it's a serious tool. That's not us being polite. It's true.
What economAIcs is
economAIcs does one sector: transport. Built by a founder who has personally bid 500+ transport tenders and won £250m+, it's a tender intelligence platform: it finds the right opportunities, tells you whether to bid and why (scored, cited, defensible), then helps you write the response in the language public transport procurement actually rewards.
The difference in one sentence: AutogenAI makes your writing faster. economAIcs makes your bid decisions better, then writes with you.
Side by side
| AutogenAI | economAIcs | |
|---|---|---|
| Built for | Every industry, enterprise bid teams | Public transport only: bus, rail, ferry, transport tech & consulting |
| Core job | AI-assisted bid writing at speed | Full tender lifecycle: find → decide → win → learn |
| Bid/no-bid | Decision support inside the writing flow | Scored verdict with drivers and evidence you can put in front of a board |
| Sector knowledge | Your content library, any sector | Transport procurement encoded: DfT language, franchising, BSIP, evaluator behaviour, service economics |
| Truth discipline | Source-tracking on drafted content | Truth Gate: every factual claim cited, every figure flagged for human confirmation before it reaches a submission |
| Tender discovery | Not the focus | Scout: public transport tenders found, scored against your profile |
| Pricing model | Not published: enterprise contracts, scoped on enquiry | Published on our site: Brain Deployment from £5,000 + £500/month; bid consulting at a fixed fee per bid, no day rates |
| Who's behind it | 15-year bid-writing veteran founder; enterprise SaaS team | Founder with 500+ transport tenders bid, £250m+ won, the experience is in the product |
When AutogenAI is the right choice
Be honest with yourself about the job to be done. Choose AutogenAI if:
- You bid across multiple industries and need one writing tool for all of them
- Your pipeline is high-volume RFP/proposal response and prose speed is the constraint
- You have an enterprise bid team that wants drafting horsepower inside its existing process
- Tender discovery and bid/no-bid governance are already solved in your business
No hard feelings. Different tool, different job.
When economAIcs is the right choice
Choose economAIcs if:
- You live in public transport and your tenders are decided by DfT-shaped evaluation, franchising rules and service economics
- Your expensive mistakes aren't slow writing, they're bidding the wrong tenders or submitting numbers nobody verified
- You want a defensible bid/no-bid decision, scored, evidenced, board-ready, before a word gets written
- You'd rather pay a published price per deployment or per bid than enter an enterprise pricing conversation
- You want the next bid to start smarter than the last, because wins and losses feed back into your own transport brain
The £500k question
This company exists because a transport director nearly submitted a bid with a generic-AI-invented "average driver salary", 7% off financial truth, £500,000 of downside. Generic AI is unsafe in transport bidding, however fast it writes. That's why every figure in economAIcs passes a Truth Gate before it goes anywhere near a submission.
Fast prose that's wrong doesn't lose gracefully. It loses expensively.
FAQ
Is economAIcs a replacement for AutogenAI?
Only in transport. If you're a transport operator or supplier, yes, we cover discovery, qualification, drafting and post-bid learning in one platform built for your sector. If you bid across many industries, AutogenAI is the more natural generalist.
Does AutogenAI work for transport tenders?
It can draft them, it's sector-agnostic by design. What it doesn't carry is transport-specific intelligence: franchising context, DfT procurement language, patronage and service economics, or a scored bid/no-bid verdict calibrated to transport outcomes.
Why does economAIcs publish pricing when AutogenAI doesn't?
Because transport operators plan budgets, and we'd rather earn trust before the first call. Brain Deployment starts at £5,000 + £500/month. Bid consulting is a fixed fee per bid, no day rates.
Can we use both?
Some teams will. AutogenAI for multi-sector prose volume; economAIcs for transport tenders where decision quality and sector fluency decide the outcome.
How do we test economAIcs without a procurement exercise?
Start with the free Bid Mechanics Diagnostic, nine questions, a personalised report on where your bid process leaks. Then book a walkthrough on a live tender if it resonates.
Built by someone who's sat where you sit, 500+ tenders bid, £250m+ won.
Read the field guide: How to choose AI bid software for transport →
Sources
- AutogenAI funding & founder: Salesforce Ventures announcement + AutogenAI's own blog ($39.5m Series B, Dec 2023); founder background per Salesforce Ventures profile.
- AutogenAI capability description: autogenai.com public positioning (language engine, source-tracking, sectors served).
- AutogenAI pricing: not published on autogenai.com as of 2026-07-02.
- economAIcs pricing: economaicsgroup.com/pricing (live).
- £500k story: founder's account, first-person, presented as such.