AutogenAI sells enterprise proposal-writing software. The platform parses the tender pack, retrieves content from your past-bids knowledge base, drafts responses, and runs automated compliance and quality review. It markets hard on Procurement Act 2023 alignment and the National Procurement Policy Statement.
It's a real product. The features earn their fee at the right scale. The right scale is a head-of-work-winning, multiple bid managers, an established content library, and dozens of bids in flight at any time. For a 5-to-50-person UK Soft FM SME, AutogenAI is the wrong tool at the wrong price.
- AutogenAI is enterprise SaaS. Pricing is six-figure annual, scaled per seat plus implementation.
- Built for in-house bid teams with a content library to feed the RAG system. Without that library, the tool can't help.
- Doesn't include tender discovery. You still need Find a Tender, Contracts Finder, or a paid aggregator on top.
- Features (storyboarding, automated compliance review, version control, integrations) earn the fee at 50+ active bids. Below that, they don't.
- For 4-to-12-bid-a-year SMEs, CleanTender Pro at £99/mo bundles UK Soft FM tender discovery + qualification scoring + unlimited drafts with cleaning, security, and grounds vocabulary baked in. Lower price, sector-tuned, no cold start.
What's in this comparison¶
- What AutogenAI actually sells
- Where it earns its fee
- Why it doesn't fit SME Soft FM
- The CleanTender alternative
- Side by side
- Verdict
What AutogenAI actually sells¶
Three layers. A document parser that ingests the ITT pack and extracts requirements. A retrieval-augmented generation engine that searches your knowledge base of past bids. A drafting model that produces structured responses. Add team collaboration, version control, integrations with SharePoint, Salesforce, MS Office. Add automated compliance review (claim checks against the spec) and quality scoring.
The platform is built around in-house bid teams. The workflow assumes a head-of-work-winning who configures templates, multiple bid writers running drafts in parallel, and a senior reviewer signing off. That's how AutogenAI is sold and that's where it earns its fee.
Where AutogenAI earns its fee¶
- Procurement Act 2023 alignment built into the prompt scaffolding. The platform knows what a Standard Selection Questionnaire structure expects, the section 50 feedback rights, the exclusion grounds in Schedules 6 and 7.
- Storyboarding for big proposals. ITT responses run 60 to 200+ pages. AutogenAI helps team-write them at that length.
- Automated compliance review. The platform checks the draft against the spec's evaluation criteria and flags missed requirements before submission.
- Integrations. SharePoint, Salesforce, MS Office, CRMs. Useful when bid-writing sits inside a wider sales operation.
- If you're a national contractor with 10+ bid writers and 50+ active opportunities, AutogenAI is genuinely useful.
Why it doesn't fit SME Soft FM¶
Three reasons.
- Cost-per-bid maths. At a typical AutogenAI annual subscription spread across 6 SME bids a year, you're paying five-figures-per-bid for the drafting layer alone. The free portals plus a £99/mo SME-tier tool drop that to three figures total a year for everything.
- Cold-start problem. AutogenAI's value comes from the RAG system retrieving content from your past bids. SMEs without 30+ past responses don't get retrieval value. The first dozen drafts read generic.
- Bandwidth mismatch. The product expects a dedicated bid team configuring templates, running parallel drafts, integrating with corporate document stacks. SMEs bidding in evenings around their day-jobs don't have the bandwidth to run AutogenAI properly.
The CleanTender alternative¶
- Curated UK Soft FM feed (cleaning, security, grounds, waste, catering, pest, FM bundles).
- Qualification scan reads the contract pack and scores your stored 30+ field profile in under 30 seconds. Goes/no-goes the bid before you commit a weekend.
- Selection Questionnaire drafts in the standard sections. Unlimited on Pro. Sector vocabulary baked into the prompts. No knowledge base required.
- Daily matched-tender alerts when new contracts above your threshold land.
- Compliance Vault for insurance certs, ISO/SSIP/BICSc/SIA documents, vetting policies. Reused on every bid.
- Public pricing. £99/mo or £990/yr Pro. Free tier to browse the directory.
Side by side¶
| Feature | AutogenAI | CleanTender Pro |
|---|---|---|
| UK tender discovery feed | No | Yes (Soft FM) |
| Content library / RAG over past bids | Yes (headline feature) | No (sector vocabulary baked in instead) |
| Qualification fit scoring | No | Yes (30-sec scan) |
| SQ drafting | Yes (team-write, multi-user) | Yes (single-user, unlimited) |
| Procurement Act 2023 / PPN compliance review | Yes (automated review) | Yes (vocabulary in prompts) |
| Integrations (SharePoint, Salesforce) | Yes | No |
| Pricing | Enterprise SaaS, six-figure annual | £99/mo or £990/yr |
| Best for | 10+ bid writers, 50+ active opportunities, content library | 1 to 4 person SMEs, 4 to 12 bids/year, no library |
AutogenAI vs CleanTender. AutogenAI pricing is enterprise SaaS, six-figure annual.
Verdict¶
- National contractor with 10+ bid writers and 50+ active opportunities. AutogenAI earns its enterprise fee. The Procurement Act alignment, storyboarding, and integrations are real value.
- Mid-market contractor with 5+ bid writers. mytender.io is the smaller cousin: subscription AI bid writing built around content libraries, scaled for in-house bid teams. Much cheaper than AutogenAI.
- 1 to 4 person SME running 4 to 12 bids a year. CleanTender Pro at £99/mo. Discovery + qualification + drafts bundled, sector-tuned, no cold-start problem, no enterprise price tag.
Our wider bid writer vs AI bid tool comparison runs the per-submission maths across human writers, mytender.io, SwiftBid, AutogenAI, and CleanTender so you can size the right tool to your bid volume.
Sources
- Procurement Act 2023 · The framework AutogenAI markets alignment with
- PPN 017: AI use disclosure · Supplier disclosure requirement when using AI in tender responses
FAQs
Frequently asked questions
- Pricing isn't published. Enterprise SaaS, scaled per seat plus implementation. Public reports put a single-team deployment in the high five figures to low six figures annually. The product is sold to in-house bid teams at national contractors and large consultancies, not at SMEs.
- No. The features earn their fee at scale (50+ active bids, 10+ bid writers, established content library). SMEs running 4 to 12 bids a year don't get the value. The cost-per-bid maths put AutogenAI at five-figures-per-submission for SMEs. CleanTender Pro at £99/mo bundles tender discovery + qualification + drafts at a tenth of the AutogenAI annual cost.
- No. AutogenAI is a drafting and proposal-management platform. You still need a discovery layer (free saved-searches on Contracts Finder + Find a Tender, or a paid aggregator like Tracker Intelligence or TenderLedger). Most AutogenAI customers pair it with at least one tender-source subscription on top of the platform fee.
- Both are subscription AI bid-writing platforms with RAG over your knowledge base. AutogenAI is enterprise-tier, more expensive, with deeper team-collaboration and integrations features. mytender.io is mid-market, scaled for in-house bid teams of 3 to 10 people. AutogenAI is what national contractors buy. mytender.io is what mid-market specialists buy. Neither fits a small Soft FM SME well.
- Technically yes. In practice no. The pricing rules out almost every Soft FM SME, the cold-start problem (no past-bid library to feed the RAG system) means the first 10 drafts are generic, and the bandwidth required to run the platform properly assumes a dedicated bid team that small firms don't have. Sector-tuned alternatives like CleanTender include cleaning vocabulary by default and don't need a content library to produce useful drafts.