Project knowledge doesn't only live in drawings and specs. It's in email threads, calendars, schedules, and trackers. Nomic now supports MCP connectors (the open standard for linking AI to the tools your team already uses), including Gmail, Outlook, Google Docs and Sheets, Smartsheet, Dropbox, Autodesk Forma, and Linear, so the agent can find the RFI response buried in last week's email, check a schedule, or draft a reply without you switching apps. Connectors can also be added to workflows, so a repeatable review can pull from the email thread or tracker it needs.

You stay in control: Nomic asks before it acts, and it only sees what your own account can see. Admins choose which connectors are available to the organization and which are installed for everyone by default. Learn more about MCP servers.

The Nomic MCP server lets AI clients such as Cursor, Claude Code, GitHub Copilot in VS Code, and Codex work with your Nomic instance. From your editor or terminal, find files and projects, run Nomic agents and workflows on them, and read back the answer and artifacts. Admins can also review spend, audit logs, users, and API keys. It uses the same API keys, scopes, and permissions as the Nomic API, each call appears in the audit log under the person who made it, and it's available on Business and Enterprise instances. Learn more about the Nomic MCP server.

AI spend can now be tracked and managed per project, so costs line up with the work they support. Project admins can request more budget when a job needs it, and organization admins can set weekly or monthly limits per person. Learn more about spend limits.

Share any file or folder in Drive with view, edit, or admin access. Access set on a folder carries down to everything inside it, so getting a consultant the right documents takes one step. Learn more about sharing.

Projects can now hold their own files. Upload them directly, move them in from Drive, or add them when you create the project, so everything for a job stays in one place. Learn more about projects.

Upload or sync an AutoCAD DWG and work with the native drawing, not a flattened PDF. Open it in the in-browser CAD viewer, ask the Nomic agent about layers, blocks, attributes, and labels, and click a citation to jump to the entity on the plan. Learn more about CAD drawings.

Claude Sonnet 5.5 is now the default and Claude Opus 5.5 is available to everyone. A new Effort setting lets you get quick answers for everyday questions or a deeper pass when the stakes are higher. Learn more about models.

Findings that Nomic sends to Autodesk Forma are now pinned to their exact location on the sheet, so your team sees the problem in place. Learn more about the Autodesk Forma integration.

Voice dictation lets you talk to Nomic instead of typing — handy in the field, or when a question is easier to say than write.

• A simpler workflow builder — a cleaner layout makes building and refining workflows easier to follow (workflow builder)
• Smoother sheet review — your zoom level and position are kept as you move between sheets
• Tidier SharePoint — document libraries are grouped under their SharePoint site
• Autodesk Forma Sheets — sheets now sync in alongside your other Autodesk Forma files
• Macro-enabled Excel — the agent can read and query .xlsm workbooks
• Exports through the API — download tables and annotated drawing reviews programmatically (Agent API)
• Email notification control — admins can turn organization emails off (settings)
• Nomic University — a two-module course on using AI across AEC project delivery, and on effectively operationalizing the Nomic agent (Nomic University)

You no longer have to add and remove people one at a time. With Directory Sync, your identity provider becomes the source of truth for who has access to Nomic — connect Azure AD / Entra, Okta, or any SCIM directory, and membership changes flow in automatically.

When someone joins the right group they are provisioned into your workspace, and when they leave their access is revoked — no manual cleanup, no stranded seats. Every directory-driven change is recorded in the audit log and reflected in Admin → Members, so the trail always shows why a user's access changed. Learn more about identity and access.

Sessions now carry a file sidebar with a full file tree, so everything attached to a conversation is one click away. Open two files in a split view to compare them side by side — a spec next to the drawing it governs, or two revisions of the same sheet — without leaving the chat.

Nomic now tells you when something needs your attention. A notification inbox and toasts surface when you are added to a project or workflow and when a spend request is waiting on you, so approvals and hand-offs no longer depend on someone sending a message.

Hand Nomic a contractor submittal and the governing documents, and it returns a marked-up submittal plus a review report in chat with an approval recommendation — every finding cited back to the spec paragraph, drawing detail, or submittal page it came from. Learn more about Submittal Review.

Drawing-review markups are more flexible: edit annotation text directly on the sheet or in the sidebar, and Nomic can set annotation colors so different issue types stand out at a glance — or color-code by reviewer so it's clear whose markups are whose. Learn more about drawing review.

Rollouts used to live in decks, Notion pages, and email threads that drift from what's actually configured — SSO looks done in a doc while the instance still has none. The Implementation Hub puts the plan in the product instead: a shared, phased checklist in Admin that your team and Nomic's delivery team both work from, from initial setup through expansion.

Tasks the instance can verify — SSO connected, integrations live, spend limits set, workflows published — check themselves off as they become true, so status reflects the tenant, not a manual update. Track rollout cohorts, log adoption wins, and pull a status report for leadership without a separate tracker.

• Extended reviews — choose higher effort levels when comprehensiveness matters more than cost, giving the agent more time to investigate every detail for work such as milestone reviews
• Improved Word citations — citations in Word (DOCX) documents jump to and highlight the exact quoted passage in the file viewer, so you can verify a claim against its source in one click (citations)
• Drive navigation — a search bar, breadcrumbs, and a multi-file selection bar make it faster to find files and act on several at once (files)
• Native image viewer — JPEG, PNG, GIF, and WebP images open directly in Drive, project Files, and sessions
• Projects — a unified project switcher in the header, the ability to move chats between projects, and project numbers carried through the UI, analytics, and workflow exports (projects)
• BIM viewer — Z-up defaults, orbit on selection, select-all-similar, hide/show, room area and volume, and joining up to 10 IFC models at once (BIM models)
• Disconnect integrations — disconnect your connected integrations yourself from Settings (integrations)

Your BIM models now live alongside your drawings and documents — no separate tool, no exports. Upload an IFC model and Nomic indexes it automatically, opening it in an interactive 3D viewer you can navigate right in the browser and keep open next to the rest of your project.

Importantly, you can also put the model to work: ask questions about elements, quantities, and properties, or have Nomic run clash detection to surface conflicts across it. And you can go straight from an answer to the exact geometry behind it — when Nomic cites a BIM element, the citation is clickable and opens the 3D viewer with that element already selected. Learn more about BIM models.

Nomic can now produce finished deliverables, not just answers. A new drafting capability generates polished, well-designed presentations and documents and exports them to PowerPoint (PPTX) and PDF — so the output of a review, analysis, or summary is a file you can share with your team or client, ready to go.

You can also watch a deck or report take shape in real time instead of waiting for the finished result, and step in sooner if you want to steer it — artifacts now stream into the artifact pane live as the agent writes them. Learn more about artifacts.

Long, complex jobs now run faster and stay accurate all the way through, even as the conversation gets long. You'll also notice the Nomic agent handling common tasks more capably on its own, without needing to be walked through them step by step.

Behind the scenes, this comes from a reworked core with stronger context compaction, more token-efficient reading, and a built-in library of Nomic-authored skills the agent can draw on. The result is more useful work per turn, and fewer jobs that stall out partway through.

Bring outside references and current information into your work whenever a task calls for it. The Nomic agent can now search the web and read pages in line. Turn it on once and your preference persists across chats. Learn more about the Nomic agent.

You can now see what a workflow run is likely to cost before you commit to it, and decide with confidence — an up-front estimate, tuned to the files and inputs you've selected. Learn more about cost estimation.

It's now easier to trust a finding and trace it back to its source. Citations across reviews and answers are more consistent and accurate, thanks to significantly improved groundings in your documents. Learn more about drawing review.

• Compressed CSV querying — the Nomic agent can now run SQL queries against compressed (gzipped) CSV files, so large tabular datasets are usable without unpacking them first
• Org-wide capability controls — admins can turn specific capabilities on or off across the entire organization (admin settings)
• Redesigned settings — a cleaner, reorganized general settings page
• Faster usage reporting — the admin usage page loads substantially faster for high-spend organizations (analytics & monitoring)
• Analytics API — a new admin API surface for users, workflows, and projects (developer API)

Nomic's drawing review already finds the issues buried in your drawing sets — now you can act on them without leaving the systems your team lives in. Once Nomic surfaces findings across a set, you can send them straight back to Autodesk Forma, Fieldwire, and Bentley ProjectWise as native issues, so the same integrations that bring your project data into Nomic now carry the results back out.

Findings travel with the context reviewers need, and each one moves through a clear lifecycle — from open to resolved. The result is a true closed loop: review in Nomic, resolve in the tools your project already runs on. Learn more about drawing review.

Nomic is now available with data residency in the European Union and the United Kingdom. Customers with regional data-handling requirements can have their tenant hosted in-region, keeping project data within EU or UK boundaries while getting the same Nomic experience. This unlocks Nomic for firms and public-sector clients whose contracts or regulations require data to stay local. Learn more about deployment options.

Two new templates take on some of the most tedious parts of preconstruction.

RFI Anticipator reviews your construction drawings and specs for the missing, ambiguous, or conflicting information that typically becomes an RFI during construction, and produces cited findings, supporting inventories, and a summary report — so you can resolve questions before they cost you time in the field.

Submittal Log Generator reads a full project manual, enriched by drawings and addenda, and extracts every submittal requirement into an Excel-ready submittal log — each item classified, assigned to a responsible trade, and flagged for long lead times, alongside a navigable section index and an executive summary. It's the actual starting log for the project, not a summary. Browse workflow templates.

The Nomic agent's codes and standards capability is now available throughout the product. Turn it on to have Nomic check work against building codes and select the relevant jurisdiction — in the Nomic agent chat bar, inside workflows and the workflow builder, and through the API. Compliance checking is no longer a separate step; it's a capability you can bring to any task. Learn more about code compliance.

You can now open documents and artifacts in a split-screen, multi-panel viewer — going beyond tabbed switching to see two things at once. Compare a drawing against its review report, or reference two artifacts together, without losing your place. Learn more about artifacts.

• Guided onboarding — new users get an in-product flow of guided tasks and a reactive tour; it's opt-in, dismissable, and never redirects you without permission
• A more reliable Nomic agent — reliability improvements across all models, plus a clearer retry experience to recover a session after a transient error instead of starting over
• Smarter model selection — a new Auto mode picks the best default model for your task, and Claude Opus 4.8 is available for your most demanding work
• Research page previews — the Nomic agent's research timeline now shows rendered previews of the pages it's reading
• Project members — clearer member presentation with avatars and an improved invite experience
• More reliable uploads — large multipart uploads use a more robust transport with better recovery
• Admin settings — tabbed navigation, plus separate Organization and Instance variables

Nomic's developer API now supports running and orchestrating the Nomic agent programmatically. Launch an agent with a prompt and files, select a workflow, and retrieve structured results — documents, tables, PDF markups, and conversation history — all through simple REST endpoints. Multi-turn follow-ups let you continue a completed session without starting over. Learn more about the Agent API.

Use the Agent API to trigger document analysis from an external tool, run workflows and reviews on a schedule, or pull extraction results into downstream systems. Combine it with endpoints for uploading files and listing workflows and projects to orchestrate the full Nomic Agent lifecycle.

You can now connect engineering and construction project data directly to Nomic through two new integrations. Fieldwire syncs plans, files, photos, and specs from your Fieldwire projects. Bentley ProjectWise pulls drawings, specs, and submittals from your iTwin projects, with permissions mapped over automatically. Contact Nomic to enable them.

You can now keep multiple files, drawings, and artifacts open in the Nomic agent and switch between them without losing your place. Markdown, plain text, JSON, and other text-based files open directly in the Nomic agent side panel alongside PDFs and Office documents. Learn more about the Nomic agent.

A new standard workflow template turns firm knowledge — such as past markups and RFI logs — into a reusable Drawing Review Standards document. You can then feed it directly into the Drawing Standards Review for automated checks against your drawing sets. Browse workflow templates.

Drawing reviews are now faster and cheaper. Nomic sessions can use sub-agents to explore large file sets before deeper work begins, and fan out work to topic-specific workers, delivering more precise reviews at a lower price. Learn more about drawing review.

Close a tab or drop your connection, and the agent keeps running. You'll see progress updates across multiple tabs in real time, and sub-agent stability is significantly better on long jobs.

• DOCX template support — Admins can upload a reference Word template so document exports inherit your firm's fonts, headings, and formatting
• Gemini 3.5 Flash — Google's fast agentic model is now available as an option in the Nomic agent (models)
• Advanced Excel and tabular data querying — You can now ask the agent to run SQL queries against Excel spreadsheets and table artifacts to filter, sort, and aggregate data
• File indexing progress in chat — A live progress card shows indexing status for attached files directly in the conversation, so you know when your files are ready to use (Files docs)
• Admin analytics improvements — More accurate reporting of workflow-based data, spend attribution, date ranges, and loading states, giving you full cost observability as you scale your agents (analytics & monitoring docs)
• HTML apps and reports — You can now generate styled reports and visuals with HTML artifacts (Artifacts docs)

The workflow builder agent has been upgraded, and can now edit existing workflows in addition to creating new ones. Describe what you want your workflow to accomplish, and the agent will draft prompts, recommend models, and configure inputs, applying workflow best practices to produce efficient and accurate results.

A new collaborative interface lets you work alongside the agent — review its suggestions, make adjustments, and iterate in a single view. Every change the agent proposes appears directly in the workflow form, so you can refine the details without switching between screens or losing context. Learn more about the workflow builder agent.

The agent can now create callouts — precise annotations anchored to specific locations on your drawings and documents. When reviewing a drawing set or referencing a detail, findings link directly to the relevant spot on the page, making it faster to act on results and easier to share marked-up documents with your team. Learn more about drawing review.

Projects have received a major overhaul. Each project now has its own dedicated sidebar, a files and context page, and built-in workflow support. Create, assign, and run workflows directly within a project. Sessions can be shared across your organization, with separate "My sessions" and "Shared sessions" views and a search bar to find conversations quickly. Learn more about Projects.

Admins can now set AI spend limits at both the organization and individual user level. When a limit is reached, usage pauses automatically, preventing surprise costs. Configure limits from the admin settings panel to match your team's budget and usage patterns. Learn more about admin settings.

The agent can now zoom into specific regions of drawings and images during analysis. When reviewing a drawing set or inspecting a detail, the agent identifies the relevant area and focuses on it, delivering more precise observations and fewer missed issues. Learn more about drawing review.

• "Ask for clarification" — The agent can now ask follow-up questions when a request is ambiguous, rather than guessing at your intent
• Context usage indicator — A visual dial in the chat bar shows how much context the current conversation is using, so you know when to start a new thread
• Workflow analytics for admins — A new admin section provides detailed visibility into workflow runs, usage, and performance across your organization (analytics & monitoring docs)
• Interactive diagrams — Nomic can now create interactive diagrams directly in the conversation
• Improved drawing review citations — Reviews that reference multiple drawings now display citations more clearly, making it easier to trace findings back to the correct sheet
• LaTeX math rendering — The agent now renders mathematical notation directly in responses, so engineering formulas, unit conversions, and equations display clearly instead of as raw text
• Code execution — The agent can run calculations and simple programs inline, delivering verified numeric results for cost roll-ups, quantity take-offs, and schedule math

Nomic now connects directly to Autodesk Construction Cloud (ACC), bringing your BIM 360 and ACC project data into the same AI-powered workspace as the rest of your firm's knowledge.

Import projects with their existing access permissions, and Nomic will continuously sync your files — drawings, specs, submittals, and project documents — without any manual uploads. Your team keeps working in ACC while Nomic indexes everything in the background, ready for agent conversations, workflows, and drawing review.

Connect ACC from the integrations admin panel and select which projects to import. Nomic manages service account access automatically, so new files are picked up as your project evolves. Learn more about the ACC integration.

Multi-document reviews — like checking a full drawing set against code or comparing specs across projects — are now dramatically faster and more accurate. A new sub-agent system runs analysis across pages in parallel, while smart context compaction keeps even the longest conversations sharp and responsive. Learn more about the Nomic agent.

Give your security and IT teams full programmatic control with new Admin API endpoints for user management and API key provisioning. Audit webhooks deliver real-time event data to your SIEM/SOAR systems, and expanded audit logs now cover all API-based activity. Learn more about identity & access.

• File & folder attachments — attach files and entire folders directly to any conversation, or start a chat from any file in your drive (Files docs)
• Workflow builder improvements — designing and sharing custom workflows is faster and more intuitive (Workflow docs)
• Usage & billing — clearer usage data, invoice history, and proactive usage limit banners across the platform (Analytics & monitoring)
• Excel-compatible tables — the agent can now generate tables you can export directly to Excel with one click
• Model selector — choose which frontier model (Claude 4.6 Sonnet, Claude 4.6 Opus, Gemini 3.1) powers each conversation, right from the chat bar
• Conversation branching — edit any agent message to branch the conversation in a new direction without starting over
• Chat management in Projects — rename and delete agent chats inside projects to keep your workspace organized

Nomic now automates QA/QC of construction drawings using your firm's knowledge. Manual drawing reviews are time-consuming and inconsistent; the Nomic agent applies AI-driven drawing standards checks across entire sets so you can focus on high-value design decisions.

Connect your project data via Autodesk Construction Cloud or Bentley ProjectWise, or upload drawings directly. Nomic consolidates files from multiple sources into a single searchable index, so every review is grounded in your actual project documents. No manual file organization required — tag your files and Nomic handles the rest.

Upload a drawing set to launch a QA/QC check. The agent runs the review and reports critical and minor issues; results feed into the Issues table. Tagged files are indexed for quick retrieval and analysis, enhancing project oversight and consistent quality checks.

What's new:

• Consistent quality every time — Every drawing gets the same thorough review. No more variation between reviewers or rushed checks before deadlines.
• 10x cheaper to fix — Catch errors during design when they cost hours to fix, not during construction when they cost weeks.
• Fits your existing tools — Export markups to Bluebeam, PDF, or your current review software. No new tools to learn or workflows to change.

Full details on capabilities, integrations, and outcomes are on the use case page.

Learn more about Automated Drawing Review

This month, we launched 6 powerful new features to help you accelerate delivery across your projects. Here's the rundown:

We've added new ready-to-use workflow templates including Drawing Standards Check and Code Compliance — now available on all instances out of the box. Explore our workflow docs.

For complex, multi-page document reviews, the agent now runs as long as needed to complete the task.

Perfect for workflows like drawing standards checks across hundreds of pages.

Design custom workflows interactively through conversation. The agent guides you through gathering requirements, designing prompts, and automatically generates your workflow.

The agent can now track its progress with a visual todo list. Benefits:

• See what's been completed and what's left
• Especially useful for multi-step document analysis

Quickly export any table the agent generates — copy as markdown or download as Excel with one click.

New admin pages to track usage by user or model, plus billing details with full invoice history.

• The Nomic agent is now the default home screen
• Add files directly from the chat bar

Egnyte (opt-in availability) integration now available (Ask Nomic to enable Egnyte!)

Projects (opt-in availability): Organize your work into dedicated project spaces. Create projects, attach relevant files, and keep your chat history organized by project — all accessible from the new sidebar. (Ask Nomic to enable Projects)