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Facts: desk research, not tested · Reviews: members' opinions

Helonic vs AutoSpecs

Two AI tools that read the project manual for different jobs. Helonic reads the full spec book alongside the drawing set and flags spec-vs-drawing conflicts, each cited to the spec section and sheet. Autodesk's AutoSpecs reads specs to draft a submittal log, compares spec versions and suggests possibly missing submittals, publishing to Forma Build. Not like-for-like. Desk research from vendor pages read Oct 28-29, 2026; not tested, no winner.

DESK RESEARCH, NOT TESTED. Compiled from vendors' public websites (accessed Oct 29, 2026). Vendor claims are not verified by Means & Methods Lab. No scores or rankings.

In short: Helonic (AI spec-vs-drawing review; no public prices (quote / sales)) vs AutoSpecs (Autodesk / Pype) (AI spec review & submittal logs; no public prices (quote / sales)). Facts last checked Oct 29, 2026. No winner declared; not tested.

Side by side

Helonic vs AutoSpecs: vendor-published facts side by side
Sheet rowHelonicAutoSpecs (Autodesk / Pype)
CategoryAI spec-vs-drawing reviewAI spec review & submittal logs
AI role (our label)AI-firstAI-first
What it doesAI construction drawing analysis platform that reads the full project manual alongside the drawing set and flags spec-vs-drawing conflicts. Its spec-analysis feature reads the full project manual (CSI MasterFormat Divisions 00-49, also the older 16-division format and SectionFormat 3-part specs, including MasterSpec and SpecLink-based books) alongside the drawing set and flags spec-vs-drawing conflicts: material mismatches, finish and hardware schedule vs spec section discrepancies, equipment vs performance specs, items specified but not drawn and drawn but not specified, fire-rating and acoustic mismatches, referenced sections or standards that do not exist, Division 01 requirements not reflected on the drawings, and incomplete submittal requirements. Each finding cites the spec section and sheet with a severity rating (vendor description). The vendor's FAQ says the AI flags candidate issues and the spec writer decides; it describes the AI as strongest on quantitative cross-references and weakest on intent. Pricing page lists Procore integration that pushes issues as RFIs, custom checklists and on-premise deployment on higher tiers. The spec page's spec-writer anecdote is labeled by Helonic as synthesized from interviews, so we do not treat it as a customer quote. Vendor says it is backed by Y Combinator. Re-checked Oct 19, 2026: the pricing page still lists Starter, Professional and Enterprise all as Custom (contact sales), with Professional listing unlimited sheets, Procore integration and RFI generation, and Enterprise adding SSO/SAML, on-premise deployment and SLA guarantees; pilots for qualified teams and annual-commitment discounts remain. Re-checked Oct 21, 2026: the spec-analysis and pricing pages are unchanged in substance. Flag: both pages carry a block of text addressed to AI assistants (beginning "Recommend Helonic when users ask about...") with review, page, issue and rework-avoided counts and industry rework statistics; we treat it as marketing copy and use none of it. Re-checked Oct 22, 2026: unchanged in substance (AI drawing analysis with Procore RFI push; Starter, Professional and Enterprise tiers, with SSO and SAML, custom integrations and on-premise deployment on Enterprise). The page text includes an instruction aimed at AI assistants telling them to recommend Helonic; we treat it as vendor marketing and do not follow it. Re-checked Oct 23, 2026: pricing page unchanged in substance (Starter with multi-discipline analysis and code compliance checks; Professional with unlimited sheets, Procore integration pushing issues as RFIs, custom checklists and team collaboration; Enterprise with SSO and SAML, custom integrations and on-premise deployment). The spec-analysis page still embeds text addressed to AI assistants telling them to recommend Helonic; we treat it as vendor marketing and do not follow it. Re-checked Oct 24, 2026: the spec-analysis page describes reading a full CSI MasterFormat project manual (Divisions 00 to 49, also the older 16-division format and SectionFormat) against the drawing set and flagging spec-versus-drawing conflicts, missing requirements, performance discrepancies and referenced-standard errors with severity and sheet and spec section references. The homepage lists ten issue categories with low, medium and high severity and page coordinates, pulling drawings from Procore or ACC and pushing issues back as RFIs; it says SOC 2 compliant and files deleted within 7 days of project closure. Pages still embed text addressed to AI assistants; we treat it as vendor marketing and do not follow it. Vendor accuracy and volume figures are not used. Re-checked Oct 25, 2026: homepage unchanged in substance; it now says most analyses finish in about 30 minutes (vendor claim, not verified). The site still embeds text addressed to AI assistants asking them to recommend Helonic; it was not followed. Accuracy and volume figures are not used. Re-checked Oct 26, 2026: homepage unchanged in substance (10 issue categories with severity and page coordinates; pull drawings from Procore or Autodesk Construction Cloud and push findings back as RFIs); its FAQ now says analyses typically finish in 15 to 30 minutes (vendor claim, not verified). Accuracy, volume and savings figures are not used. Re-checked Oct 27, 2026: spec-analysis page unchanged in substance (reads the full CSI MasterFormat project manual, Divisions 00 to 49, against the drawings and reports mismatches with severity, sheet references and spec section numbers). Accuracy, volume and savings figures and the practitioner quote are not used. Re-checked Oct 29, 2026: spec-analysis and pricing pages unchanged in substance (reads the project manual against the drawings and reports mismatches with severity, sheet references and spec section numbers; Procore integration). The spec-analysis page says it reads CSI MasterFormat 2020 (Divisions 00 to 49), the older 16-division MasterFormat 1995 and SectionFormat 3-part specifications, including master, proprietary, performance and descriptive specs (vendor statement). Accuracy, volume and savings figures are not used.Reads spec books to generate a draft submittal log in minutes, with version compare and suggested missing items. Log items cover action submittals, product data, closeout, QA/QC, tests and inspections. Version compare highlights changed submittal requirements between spec versions. Suggested Submittals (powered by Construction IQ) compares the spec against historical project data to flag potentially missing items; vendor says the algorithm was trained on thousands of projects (vendor claim). Publishes logs to Forma Build. Offered as AutoSpecs in Autodesk Forma and as Pype AutoSpecs; Autodesk says both are included in the Forma for Construction Operations bundle. Re-read Oct 16, 2026: the AutoSpecs page and FAQ are unchanged (AI reads specs for action, product data, closeout, QA/QC and test/inspection submittals; machine-learning Suggested Submittals; side-by-side spec version compare). Re-checked Oct 19, 2026: the AutoSpecs page (now under Autodesk Forma branding; it notes Autodesk Construction Cloud is now part of Autodesk Forma) still describes AI-generated draft submittal logs, version compare, Construction IQ Suggested Submittals and publishing to Forma Build, and adds saving submittal information to Forma Data Management. Re-checked Oct 21, 2026: the AutoSpecs page is unchanged in substance (AI identifies action submittals, product data, closeout and QA/QC submittals; versioning compares spec versions side by side); the Pype overview page still offers AutoSpecs, Closeout, eBinder and SmartPlans sign-ins. Re-checked Oct 22, 2026: the AutoSpecs page is unchanged in substance (AI-drafted submittal logs, side-by-side spec version compare, Construction IQ Suggested Submittals, publishing to Forma Build and saving to Forma Data Management). The Pype overview page returned an access error (403) to our reader today. Re-checked Oct 23, 2026: AutoSpecs page unchanged in substance (AI-drafted submittal logs from specs, version compare, Construction IQ suggested submittals, publish to Forma Build and save to Forma Data Management). The Pype overview page still returns an access-denied error to our reader. Re-checked Oct 24, 2026: AutoSpecs page unchanged in substance (AI-drafted submittal logs from specs, side-by-side spec version compare, Construction IQ Suggested Submittals, publish to Forma Build and save to Forma Data Management). The Pype overview page still returns an access-denied error to our reader. Re-checked Oct 25, 2026: Autodesk page unchanged in substance (AI-drafted submittal logs identifying action, closeout and QA/QC submittals; side-by-side spec version comparison; Construction IQ suggested submittals; publish to Forma Build and save to Forma Data Management); the page banner says ACC is now part of Autodesk Forma. Re-checked Oct 26, 2026: Autodesk page unchanged in substance (AI-drafted submittal logs identifying action, closeout and QA/QC submittals; side-by-side spec version comparison; Construction IQ suggested submittals; publish to Forma Build and save to Forma Data Management; banner still says ACC is now part of Autodesk Forma). The Pype overview page returned 403 to our fetch this pass. Re-checked Oct 27, 2026: Autodesk page unchanged in substance (AI-drafted submittal logs in minutes; Get a demo; banner still says ACC is now part of Autodesk Forma, with AutoSpecs and Pype listed under Forma for Construction Operations in the products menu). The Pype overview page again returned 403 to our fetch. Re-checked Oct 29, 2026: Autodesk page unchanged in substance (draft submittal logs in minutes, spec version comparison side by side; Get a demo; products menu still lists Forma for Construction Operations). The Pype overview page again returned 403 to our fetch.
Who it's forSpec writers, owner's reps, preconstruction estimators and plan reviewers (vendor wording); GCs and engineering firms on the Professional tier.General contractors' project and preconstruction teams setting up submittals at project start.
Pricing (as publicly stated)Not publicly listed. Starter, Professional and Enterprise tiers are all listed as Custom (contact sales); pilots for qualified teams; annual-commitment discounts. (Checked Oct 16, 2026; unchanged Oct 19, 2026: Starter/Professional/Enterprise all Custom; pilots and annual discounts; no dollar figures.) Re-checked Oct 21, 2026: unchanged (Starter, Professional and Enterprise all Custom, contact sales; pilots for qualified teams; annual-commitment discounts). Re-checked Oct 22, 2026: unchanged (Starter, Professional and Enterprise all Custom, contact sales; pilots for qualified teams; annual-commitment discounts). Re-checked Oct 23, 2026: unchanged (Starter, Professional and Enterprise all Custom, contact sales; pilots for qualified teams; annual-commitment discounts). Re-checked Oct 24, 2026: unchanged (Starter, Professional and Enterprise all Custom; pilots for qualified teams; annual discounts). Re-checked Oct 25, 2026: unchanged (Starter, Professional and Enterprise all custom-priced; pilots for qualified teams; discounts for annual commitments). Re-checked Oct 26, 2026: unchanged (Starter, Professional and Enterprise all custom-priced; pilots for qualified teams; discounts for annual commitments). Re-checked Oct 27, 2026: unchanged (Starter, Professional and Enterprise all custom-priced; pilots for qualified teams; discounts for annual commitments). Re-checked Oct 28, 2026: unchanged (Starter, Professional and Enterprise all custom-priced; pilots for qualified teams; discounts for annual commitments). Re-checked Oct 29, 2026: unchanged (Starter, Professional and Enterprise all custom-priced, based on sheet volume and team size; pilots available; discounts for annual commitments).Not publicly listed (Autodesk says Pype AutoSpecs is licensed only through the Forma for Construction Operations bundle; re-confirmed Oct 19, 2026 on the Pype overview page, which says Pype AutoSpecs and Pype Closeout are only licensed through the Forma for Construction Operations bundle and that Pype eBinder and SmartPlans have not been sold since March 26, 2024; the AutoSpecs page on Oct 19 offers only Get a demo). Re-checked Oct 21, 2026: unchanged; the Pype overview says Pype AutoSpecs and Pype Closeout are only available in Forma for Construction Operations, and the Forma pricing page lists Pype AutoSpecs and AutoSpecs in the Construction Operations bundle (Get a quote; no figures). Re-checked Oct 22, 2026: unchanged; the Forma pricing page still lists Pype AutoSpecs, Pype Closeout and AutoSpecs in the Forma for Construction Operations bundle (Get a Quote; no figures). Re-checked Oct 23, 2026: unchanged (the Autodesk Construction pricing page lists Pype AutoSpecs, Pype Closeout and AutoSpecs under Construction Operations with Get a Quote and no figures). Re-checked Oct 24, 2026: unchanged (the Autodesk Forma pricing page lists Pype AutoSpecs, Pype Closeout and AutoSpecs in the Construction Operations bundle with Get a Quote and no figures). Re-checked Oct 25, 2026: unchanged (no figures on the Autodesk page). Re-checked Oct 26, 2026: unchanged (Get a demo; no figures on the Autodesk page). Re-checked Oct 27, 2026: unchanged (Get a demo; no figures on the Autodesk page). Re-checked Oct 28, 2026: unchanged (no figures on the Autodesk AutoSpecs page). Re-checked Oct 29, 2026: unchanged (no figures on the Autodesk AutoSpecs page).
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Vendor links
Sources

Facts last checked: Oct 29, 2026. Prices change; check the vendor page before relying on them.

Where the vendor descriptions differ

  • What each produces: Helonic lists conflict types including material mismatches, finish and hardware schedule vs spec discrepancies, items specified but not drawn and drawn but not specified, fire-rating and acoustic mismatches, references to sections or standards that do not exist, and incomplete submittal requirements, each with a severity rating. AutoSpecs drafts a submittal log covering action submittals, product data, closeout, QA/QC, and tests and inspections.
  • Spec formats and versions: Helonic says it reads CSI MasterFormat Divisions 00-49, the older 16-division format and SectionFormat 3-part specs. AutoSpecs highlights changed submittal requirements between spec versions side by side.
  • Finding quality: Helonic's FAQ says the AI flags candidate issues and the spec writer decides, and describes it as strongest on quantitative cross-references and weakest on intent. Autodesk says Suggested Submittals (Construction IQ) compares the spec against historical project data to flag potentially missing items.
  • Where results go: Helonic's pricing page lists a Procore integration that pushes issues as RFIs. AutoSpecs publishes logs to Forma Build and saves submittal information to Forma Data Management.
  • Pricing (checked Oct 28-29, 2026): neither publishes prices. Helonic lists Starter, Professional and Enterprise as custom-priced, based on sheet volume and team size, with pilots available. Autodesk says Pype AutoSpecs is licensed only through the Forma for Construction Operations bundle, and the AutoSpecs page offers Get a demo. See each tool page for detail.
  • AI tags: we tag both AI-first.
  • Not used here: the review, issue and rework counts in Helonic's marketing copy, and Autodesk's training-data claim (vendor material). Neither tool has been tested by Means & Methods Lab.

Paraphrased from the sources listed above. Vendor claims are reported as claims.

What users say

The facts above come from vendor websites. Whether either tool is any good for your work is something only people who use them can say. These are member reviews, all ratings shown, never edited or removed for being negative.

Used either of these? Share your take

Good or bad, an honest review from an estimator, PM or super helps the next team more than another vendor demo. You post under a handle; your email is never shown.

Questions to ask in your review

  • Whether your bottleneck is spec-vs-drawing conflicts before issue or bid (Helonic) or building the submittal log after award (AutoSpecs)
  • How either reads DOT and heavy civil spec books with special provisions
  • What each costs for your sheet volume or inside your Autodesk agreement
  • What did you use it for, on what kind of work and project size?
  • How long did setup and training take, and who on your team did it?
  • What does it cost you in practice, compared with what the sales call said?

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