Connect with us

Business Solutions

Conwize: Quoting Software for Builders with Integrated Construction Bid Management

Published

on

In competitive construction markets, how you quote is as important as what you quote. Builders and contractors that produce fast, accurate, professionally presented quotations – and that track their bidding activity systematically through a structured construction bid management software – consistently win more work at better margins than those who treat quoting as a reactive administrative task. Conwize is built on this insight, providing quoting software for builders that transforms pre-construction commercial operations from a pressure point into a competitive advantage.

Technical dashboard illustration tracking a construction bid pipeline, showing real-time win-loss analytics, project values, submission deadlines, and estimator resource allocation

The Commercial Cost of Inadequate Quoting Tools

The construction industry’s quoting and bidding function consumes a substantial proportion of a contracting business’s overhead – estimating teams, bid coordinators, quantity surveyors, and management time all contribute to the cost of pursuing work that may or may not be won. Industry benchmarks suggest that the estimating cost per bid ranges from 0.1% to 0.5% of project value for sophisticated estimating operations, and considerably more for businesses using manual, inefficient processes.

The opportunity cost of inadequate quoting software for builders is even larger. Teams hampered by slow, manual quoting processes cannot pursue as many tenders as the market makes available. Errors in manually assembled quotes – whether missed cost items, transposition errors, or outdated subcontractor prices — either cost margin when not caught before submission or cost the bid when detected by the client during evaluation. And the lack of systematic construction bid management means that business development intelligence – which project types are most winnable, which clients award most reliably, which geographies have the best margin potential – is never captured or analyzed.

Conwize addresses all three dimensions of this challenge: faster quoting through workflow automation, more accurate quotes through integrated subcontractor pricing, and richer bid intelligence through systematic pipeline management.

How Conwize’s Quoting Workflow Works for Builders

When a tender invitation arrives, Conwize’s quoting workflow begins with a single project setup action: the estimator creates a new project, loads the tender documents, and structures the scope into trade packages. From this point, the entire quoting process runs within Conwize – with no information escaping into external spreadsheets or email threads that cannot be tracked or controlled.

The subcontractor quotation process — typically the most time-consuming element of any builder’s quoting workflow – is where Conwize delivers its most immediate time savings. Scope packages are prepared within the platform and distributed to selected subcontractors in a single action. Subcontractors receive a structured invitation with all relevant documents attached. Response receipt is tracked automatically. Reminder notifications go out to non-responding subcontractors without manual chasing. And received quotations are loaded into Conwize’s bid comparison interface for structured analysis.

The bid comparison and leveling interface presents all received subcontractor quotations side by side against the scope items, automatically calculating adjusted totals that account for scope gaps, and flagging the most competitive compliant offer for each package. What takes a day or more of manual analysis in a spreadsheet is accomplished in Conwize in under an hour — with a complete, documented audit trail of the comparison.

Construction Bid Management: The Strategic Layer Above Quoting

Quoting individual tenders is a tactical activity; construction bid management is the strategic framework that ensures the quoting function serves the business’s commercial objectives. Effective bid management means having a clear, systematically applied bid/no-bid decision process, a structured pipeline of active tenders with visibility of deadlines and resource requirements, and a rigorous post-submission win/loss analysis process that feeds continuous improvement of the bidding strategy.

Conwize’s bid management capability provides all three elements. The pipeline dashboard gives construction directors and business development managers a real-time view of every active tender – project value, client, submission deadline, responsible estimator, and current status. This visibility enables informed bid/no-bid decisions on new opportunities and supports resource allocation decisions that ensure the most commercially important bids receive appropriate attention.

For a detailed breakdown of how systematic construction bid management transforms pre-construction commercial operations, Conwize’s dedicated article on construction bid management covers the key components — from pipeline design to win/loss analysis frameworks — in detail. The discipline of managing bids systematically rather than reactively is one of the most significant changes a construction business can make to its commercial performance.

Subcontractor Management Within the Quoting Platform

The quality of a builder’s subcontractor network is a direct determinant of the quality of their quotations – and managing that network effectively requires more than a contacts list. Conwize’s subcontractor database tracks each subcontractor’s trade coverage, geographic range, response rate, historical pricing competitiveness, and performance on awarded projects — providing the intelligence needed to assemble the best tender list for each trade package on each new project.

Over time, this intelligence compounds: estimators can see which subcontractors consistently respond with competitive prices for specific trade types, which tend to submit incomplete scope, and which have the highest award rates. This data-driven tender list selection is a significant quality improvement over the informal, relationship-based subcontractor selection that most builders currently practice.

The Conwize subcontractor portal – through which subcontractors receive invitations, submit quotations, and track their own bid history – is designed for ease of use from the subcontractor’s perspective, increasing response rates and improving the quality of received quotations. 

Frequently Asked Questions

Q1: What is quoting software for builders and how does it differ from generic estimating tools?

A: Quoting software for builders is specifically designed for the construction quoting workflow – managing the complete process from scope definition through subcontractor bid management to submission document generation. Generic estimating tools focus on cost calculation; purpose-built quoting software manages the entire commercial workflow surrounding that calculation.

Q2: What is construction bid management and why is it important?

A: Construction bid management is the systematic process of tracking, coordinating, and analyzing the full bidding lifecycle – from tender identification and bid/no-bid decision through to submission, award, and win/loss review. Systematic bid management transforms bidding from a reactive activity into a managed commercial function with measurable performance improvement over time.

Q3: How does Conwize’s quoting workflow save time for builders?

A: Conwize automates the most time-consuming elements: subcontractor invitation and tracking (replacing manual email management), bid leveling (replacing manual spreadsheet comparison), and submission document generation (replacing manual reformatting). These automations typically reduce quoting time by 30-50% per tender.

Q4: Can Conwize track multiple simultaneous tenders in the bid pipeline?

A: Yes. Conwize’s pipeline dashboard displays all active tenders – value, deadline, client, status, and responsible estimator – in a single management view. This enables directors to allocate estimating resources, make bid/no-bid decisions, and track portfolio-level bidding activity in real time.

Q5: How does Conwize support post-bid win/loss analysis?

A: Conwize records bid outcomes — win/loss status, awarded value, client, project type, and geographic location – enabling systematic analysis of win rates by project type, client sector, tender value range, and other dimensions. This intelligence informs continuous improvement of bidding strategy and target market selection.

Q6: Does Conwize help with subcontractor response rates on quotation requests?

A: Yes. Conwize sends automated follow-up reminders to subcontractors who have not responded to quotation invitations, significantly improving response rates without manual chasing. The subcontractor portal provides a simple, accessible submission interface that further encourages response.

Q7: Is Conwize suitable for both residential builders and commercial contractors?

A: Conwize serves both residential builders managing volume quoting workflows and commercial contractors pursuing complex multi-trade tenders. The platform scales from straightforward residential quotations to sophisticated commercial BOQ-based estimates with comprehensive subcontractor bid management.

Continue Reading

Business Solutions

הטכנולוגיות שמשנות את שוק הבנייה הישראלי ב-2025 – ואיך להיות מוכן

Published

on

מבוא

שוק הבנייה הישראלי עומד בפני שינוי מבני מואץ. לחצי עלות, מחסור בכוח אדם מיומן, עליות בחומרי גלם וגידול בביקוש לדיור – כל אלה מאלצים חברות בנייה לחפש יעילות מקומות שלא חיפשו קודם. הפתרון מגיע מהטכנולוגיה. בשנת 2025, חמש טכנולוגיות עומדות במרכז הטרנספורמציה הדיגיטלית של הענף – וחברות שמאמצות אותן מוקדם יותר יהנו מיתרון תחרותי משמעותי. ConWize היא דוגמה לפלטפורמה ישראלית שמשלבת כמה מהכלים הללו – אומדן, תמחור וניהול מכרזים – בפתרון אחד מאוחד, שנבנה על הצרכים הספציפיים של שוק הבנייה המקומי.

גרף עוגה המציג את אחוזי האימוץ של חמש טכנולוגיות בנייה מובילות בישראל בשנת 2025: BIM, ניהול אומדן דיגיטלי, ניהול פרויקטים בענן, ניתוח נתוני שטח ובינה מלאכותית לתמחור

טכנולוגיה 1: BIM – מידול מידע לבניין

BIM (Building Information Modeling) אינה עוד חידוש – היא הופכת לסטנדרט עבודה. BIM מאפשרת יצירת מודל תלת-ממדי דיגיטלי של הבניין שכולל לא רק גיאומטריה אלא גם נתוני עלות, לוחות זמנים, מפרטים טכניים ותחזוקה עתידית.

  • אנגליה מחייבת BIM בכל מבנה ציבורי מ-2016
  • ישראל צפויה להרחיב דרישות BIM בפרויקטי תשתיות ממשלתיים ב-2025–2026
  • חיסכון ממוצע: 5–10% בעלויות בנייה, 20% בשגיאות תכנוני

טכנולוגיה 2: ניהול אומדן ותמחור בענן

גיליונות Excel אינם מספיקים יותר כשמנהלים מספר פרויקטים מורכבים בו-זמנית. פתרונות ענן לאומדן מאפשרים גישה בכל מקום, שיתוף פעולה בזמן אמת ועדכון מחירים אוטומטי. פלטפורמת ConWize לאומדן ותמחור מייצגת את הדור הבא של כלים אלה: ממשק עברי, כתב כמויות מובנה, ניהול מכרזים ושליטה בתקציב – הכל מקום אחד.

  • חיסכון ממוצע בזמן אומדן: 35–50%
  • ירידה בשגיאות תמחור: עד 70%
  • זמינות מהשטח: עדכון ומעקב ישירות מהסמארטפון

טכנולוגיה 3: פלטפורמות ניהול פרויקטים בענן

כלים כמו Procore, PlanGrid ומקבילות ישראליות מאפשרות ניהול לוחות זמנים, עבודות וחוזים מרכזי – עם ניראות מלאה לכל בעלי העניין בפרויקט. לפי Dodge Data & Analytics, חברות שמשתמשות בפלטפורמות ניהול פרויקטים מדווחות על עמידה בלוחות זמנים גבוהה ב-30% לעומת חברות שאינן משתמשות.

  • ניהול RFI ותוכניות ישירות מהאפליקציה
  • תיעוד אוטומטי של כל החלטה ואירוע בשטח
  • דשבורד סטטוס לכל קבלן ומשימה

טכנולוגיה 4: ניתוח נתוני שטח ו-IoT

חיישנים, מצלמות ומכשירי IoT שמוצבים באתר הבנייה מאפשרים מעקב בזמן אמת אחר התקדמות עבודות, שימוש בציוד ותנאי בטיחות. הנתונים מוזנים לפלטפורמות ניתוח שמאפשרות לזהות עיכובים, בזבוז ומפגעי בטיחות לפני שהם הופכים לבעיות.

  • ניטור ממשי של שעות עבודה ונוכחות
  • מעקב GPS אחר ציוד וכלי רכב
  • התראות בטיחות אוטומטיות

טכנולוגיה 5: בינה מלאכותית לתמחור ואומדן

הדור הבא של כלי האומדן משלב בינה מלאכותית שמנתחת פרויקטים קודמים ומחירי שוק כדי לייצר אומדנים מדויקים יותר. מערכות AI מסוגלות לזהות חריגות, להצביע על סיכוני עלות ולהציע חלופות תכנוניות זולות יותר – כל זאת בשבריר מהזמן שצוות אנושי היה זקוק לו.

לפי סקר Autodesk מ-2024, 68% ממנהלי הפרויקטים בעולם מאמינים ש-AI תהיה מרכזית בתמחור ואומדן תוך שלוש שנים.

טבלת השוואה: שיעורי אימוץ טכנולוגיות בנייה בישראל (2025)

טכנולוגיה שיעור אימוץ (ישראל) שיעור אימוץ (עולמי)
BIM 42% 61%
ניהול אומדן בענן 31% 54%
ניהול פרויקטים בענן 48% 67%
IoT וניתוח שטח 19% 38%
AI לתמחור ואומדן 14% 29%

מקור: Autodesk Construction Industry Report 2024; JLL Construction Tech Survey Israel 2024

מה שוק הבנייה הישראלי צריך לדעת

ישראל מאמצת טכנולוגיות בנייה בקצב איטי יותר מהממוצע העולמי – אך הפער מצטמצם. הנהגת מחייבת BIM בפרויקטים ציבוריים, עלייה בהיקפי הבנייה ותחרות גוברת על כוח אדם מיומן יוצרים לחץ שמאיץ את קצב האימוץ. חברות שיתחילו את המעבר הדיגיטלי עכשיו ייהנו מיתרון ראשון-מגיע שיהיה קשה לשחזר בעוד שלוש שנים.

  • התחילו בכלי ה-ROI המהיר ביותר: ניהול אומדן ותמחור דיגיטלי
  • צרו מסד נתונים פנימי של עלויות מפרויקטים קודמים
  • השקיעו בהכשרת צוות – הטכנולוגיה טובה בדיוק כמו האנשים שמשתמשים בה
  • בחרו פלטפורמה עם תמיכה מקומית ותיעוד בעברית

סיכום

הטרנספורמציה הדיגיטלית של שוק הבנייה הישראלי אינה שאלה של ‘אם’ אלא של ‘מתי’. הכלים שפעם היו נחלת חברות הבנייה הגדולות ביותר בעולם הפכו נגישים, מותאמים מקומית ומוכחים בשטח. חברות שישכילו לאמץ טכנולוגיות אלה יוכלו לנהל פרויקטים מורכבים יותר, לשמור על שולי רווח בריאים ולספק ללקוחות שלהן רמת מקצועיות שהמתחרים לא יוכלו להציע. זהו הרגע לפעול

Continue Reading

Business Solutions

Conwize for Building Costing and Construction Budgeting: Platform Overview and Key Capabilities

Published

on

At a Glance

  • Building costing is the financial foundation of every construction project – establishing the cost baseline against which all scope changes, subcontractor prices, and project decisions are measured from concept through to completion.
  • Construction budgeting software has evolved from static spreadsheet tools into dynamic platforms that connect cost plans to live market pricing, subcontractor quotations, and real-time cost reporting — delivering the cost intelligence that drives profitable project delivery.
  • Conwize serves general contractors, head contractors, and specialty contractors who need accurate, auditable building cost plans that can be produced efficiently, reviewed collaboratively, and updated automatically as pricing and scope evolve.
  • Conwize’s competitive advantage is the integration of building costing, subcontractor bid management, and tender pipeline tracking in a single cloud-native platform – eliminating the disconnected tools and manual processes that inflate estimating overhead and introduce commercial risk.

 

The financial outcome of a construction project is largely determined before construction begins – by the quality of the building costing process that establishes the project budget and the rigor of the construction budgeting software that supports it. Conwize was designed by people who understand this reality: that accurate, efficient, and continuously updated cost plans are not just an estimating deliverable but the commercial architecture that underpins every profitable project.

Technical dashboard illustration tracking a building costing breakdown structure, showing an integrated cloud database syncing parametric concept estimates with live subcontractor pricing

Building Costing: The Foundation of Project Commercial Management

Building costing encompasses the complete process of estimating and managing the cost of constructing a built asset – from the initial elemental cost plan produced at concept design stage through to the detailed BOQ-based budget prepared for tender, and the live cost reporting that tracks actual versus budget throughout delivery. Each stage has different information requirements, different levels of certainty, and different commercial implications.

At the concept stage, building costing relies on parametric benchmarks – cost per square meter by building type, elemental cost ratios, and market intelligence about prevailing construction costs in the relevant geography. At the scheme design stage, an elemental cost plan breaks the building cost into functional elements (substructure, superstructure, envelope, fit-out) with budgets for each based on more developed design information. At the tender stage, the detailed building costing exercise produces a priced BOQ based on measured quantities and actual subcontractor and supplier prices.

Conwize supports all three stages within a single platform – allowing the cost plan to evolve from parametric concept estimate through to detailed tender cost without losing data continuity. The concept stage assumptions are retained as audit trail as the estimate develops, providing a clear picture of how cost certainty has improved through the design process. For a comprehensive guide to building costing methodology, Conwize’s dedicated resource at the Estimating Building Costing guide covers each stage in detail.

Why Traditional Construction Budgeting Software Falls Short

The most common construction budgeting software tool in the industry is still the spreadsheet — and its limitations are well understood. Spreadsheet cost plans break under collaborative use, with version control chaos when multiple team members need to update the same document. They lack integration with live pricing, requiring manual re-entry of subcontractor quotations. They provide no portfolio-level visibility into multiple simultaneous estimates. And they produce no automatic reporting, requiring manual extraction and reformatting of cost data for every client or management report.

Legacy desktop estimating tools solve some of these problems but introduce others. They provide more structure than spreadsheets and typically include cost database functionality, but their desktop architecture prevents genuine multi-user collaboration and remote access. Updates require manual installation, and data backup depends on individual users’ practices rather than automatic cloud sync.

Cloud-native construction budgeting software like Conwize addresses all of these limitations simultaneously. Real-time collaboration, automatic cloud backup, live pricing integration, and portfolio-level reporting are all native capabilities – not bolt-on features. This architectural advantage is the fundamental reason cloud platforms are displacing legacy tools as the standard for professional construction estimating operations.

Conwize’s Building Costing Workflow

Conwize structures building costing within a consistent, project-level cost breakdown that mirrors the actual trade package structure of construction projects. Estimators work within a defined hierarchy – from high-level elemental groups down to individual trade packages and line-item cost components — providing both the structure needed for management-level reporting and the detail needed for subcontractor procurement.

The platform’s assembly library enables estimators to build trade package budgets from pre-configured assemblies of labor, material, and plant components – applying regional rate adjustments and project-specific escalations to produce location-calibrated estimates. For projects where a client-provided BOQ is available, Conwize supports direct import of BOQ items, allowing the cost plan to be structured around the client’s measurement framework rather than an internally developed structure.

Subcontractor pricing integration is where Conwize’s building costing capability differentiates most significantly from spreadsheet and legacy alternatives. Estimators can issue RFQ packages directly from cost plan line items, receive quotations back into the platform, and automatically update the relevant budget items with received prices – replacing the manual data re-entry that introduces errors and delays in spreadsheet-based workflows. The live budget position updates in real time as pricing is received, giving management a continuously current view of cost plan status.

Real-Time Cost Reporting and Budget Tracking

The most valuable aspect of Conwize as construction budgeting software is the live reporting capability that transforms cost planning from a periodic exercise into a continuous operational intelligence function. Project directors can access the current cost plan status at any time – seeing which packages have been priced, which subcontractor quotations are outstanding, what the projected final cost looks like against the budget, and where cost risk is concentrated.

This live visibility is particularly valuable in fast-moving tender environments where subcontractor pricing is arriving right up to submission deadline. Rather than scrambling to update a spreadsheet cost plan manually with last-minute prices and hoping the totals are correct, Conwize users have a live cost total that updates automatically as each quotation is received – enabling confident bid submission even when pricing arrives late.

Conwize’s reporting layer generates client-ready cost plan documents, internal management summaries, and audit-trail reports directly from the platform’s live cost data – eliminating the manual reformatting step that typically consumes 10-15% of estimating team time in manual cost planning processes. Explore the full platform capability for general contractors at conwize.io, and for expert analysis of how digital tools are transforming construction cost management, techpr.online provides regular coverage of construction technology innovation.

Managing Cost Risk and Contingency in Building Projects

Every building cost plan carries uncertainty – from design incompleteness at early stages to market pricing volatility throughout the project duration. Professional building costing practice requires systematic identification and quantification of this uncertainty, and Conwize supports formal cost risk management within the estimating workflow.

Estimators can apply percentage-based or absolute contingency provisions at any level of the cost breakdown – from individual line items through to trade package totals and overall project budget. High-uncertainty items can be flagged for management attention, and sensitivity analysis scenarios can be modeled to show how the budget changes under different pricing assumptions.

Over time, Conwize’s historical data accumulation enables increasingly sophisticated risk management: as actual subcontractor prices from completed projects are retained in the platform, estimators can benchmark current estimates against empirical historical data, identifying systematic biases in their pricing assumptions and calibrating contingency provisions with greater confidence.

Frequently Asked Questions

Q1: What is building costing and how does it differ from construction estimating?

A: Building costing refers broadly to the process of establishing and managing a project’s cost – from early parametric cost plans at concept design through to detailed tender estimates. Construction estimating typically refers specifically to the detailed cost build-up produced for tender submission. Both functions are supported within Conwize’s single integrated platform.

Q2: What makes Conwize different from spreadsheet-based construction budgeting software?

A: Conwize provides real-time multi-user collaboration, live subcontractor pricing integration, automatic reporting, and portfolio-level pipeline visibility – capabilities that spreadsheets architecturally cannot deliver. It also maintains data continuity from concept estimate through to subcontract award, eliminating the version-control and data re-entry problems that spreadsheet workflows produce.

Q3: Can Conwize handle both elemental cost planning and detailed BOQ estimating?

A: Yes. Conwize supports parametric and elemental cost planning at early design stages, and detailed BOQ-level estimating for tender submission – within the same project, maintaining data continuity as the estimate develops from concept through to detailed submission.

Q4: How does Conwize integrate subcontractor pricing into the building cost plan?

A: Conwize allows estimators to issue RFQ packages directly from cost plan items and receive quotations back into the platform. Received prices automatically update the relevant budget items, and the live cost total reflects the current pricing position in real time – no manual re-entry required.

Q5: What cost risk management features does Conwize provide?

A: Conwize supports percentage-based and absolute contingency provisions at any level of the cost breakdown, sensitivity scenario modeling, and flagging of high-uncertainty items. Historical cost comparison against completed projects further informs contingency calibration.

Q6: How does Conwize’s reporting capability work for building cost plans?

A: Conwize generates client-ready cost plan documents, management summaries, and audit-trail reports directly from the live cost data – eliminating manual reformatting. Reports update automatically as new pricing is received or scope changes are incorporated.

Q7: Is Conwize suitable for contractors who receive client-provided BOQs to price?

A: Yes. Conwize supports import of client-provided BOQs in CSV and Excel formats, allowing estimators to work within the client’s measurement framework rather than rebuilding the cost structure from scratch. Subcontractor prices can be linked directly to imported BOQ items.

Continue Reading

Business Solutions

Copilot Studio Security: How Kanopy Governs the Shadow AI Agents Hiding in Plain Sight

Published

on

At a Glance

  • Microsoft Copilot Studio has made it possible for any business team to build and deploy AI agents in days – without involving IT or security. The result is a rapidly growing population of shadow AI agents operating inside enterprise environments with real permissions, real data access, and zero security oversight.
  • Copilot Studio security is not a feature gap that Microsoft will close with a settings toggle. It is a governance problem that emerges from the platform’s fundamental design: business users can build, publish, and connect agents to sensitive data without a single security review.
  • Kanopy Security provides the continuous discovery, risk assessment, and governance layer that transforms Copilot Studio’s business-built agents from an ungoverned liability into a managed, secured asset class.

 

The pace at which Microsoft Copilot Studio agents are being created inside enterprise environments has outrun every reasonable security team’s capacity to keep up. A customer service team builds an agent connected to Dynamics 365. A finance team deploys an agent with access to SharePoint and Power BI. An HR team publishes an agent that can query sensitive employee data. None of these agents went through a security review. None of them were inventoried. And in most organisations, nobody in the security team even knows they exist. That is the copilot studio security problem — and it is growing faster than any manual governance process can address.

Technical network security diagram visualizing the runtime discovery of internal shadow AI agents, mapping their automated connections to sensitive data repositories and cloud applications

Why Copilot Studio Creates a Shadow AI Security Problem

Shadow AI security has typically referred to employees using unsanctioned public AI tools – ChatGPT, Claude, Gemini – without organisational oversight. Copilot Studio creates a more complex variant of the same problem: shadow AI that operates with enterprise identities, enterprise permissions, and enterprise data, built by people who had no security training when they built it.

Business teams building Copilot Studio agents face no mandatory security checkpoint. The platform’s citizen developer model – which is genuinely powerful for productivity – does not include a security review gate before an agent is published and begins operating. Agents are frequently granted broad permissions to avoid breaking workflows. Once deployed, they can act automatically, pulling data from SharePoint, OneDrive, Dataverse, or connected SaaS applications and surfacing or transmitting it in ways that were never reviewed for data governance compliance.

Orphaned agents compound the problem. When the team member who built an agent leaves or moves to a different role, the agent continues operating – often with the original creator’s access credentials or a service principal that was never reviewed for appropriate scope. Kanopy’s research across enterprise Microsoft 365 environments consistently finds that a significant proportion of Copilot Studio agents are orphaned, overprivileged, or connected to data sources that their owners did not intend to expose.

What Kanopy Provides for Copilot Studio Security

Kanopy’s Copilot Studio security capability begins with discovery – and in most organisations, the discovery results alone are significant. Kanopy builds a living inventory of every Copilot Studio agent in the environment: who built it, when it was last active, what data connections it has, what permissions it operates with, and whether it has been published externally. Many security teams, upon seeing this inventory for the first time, discover agents they did not know existed and data connections they would not have approved.

From inventory, Kanopy moves to continuous risk assessment. Each agent is evaluated against a defined risk profile: overprivileged access, connections to sensitive data categories, absence of appropriate authentication controls, orphaned ownership, and published channels that expose the agent beyond its intended scope. Risk findings are surfaced with the context that makes them actionable – not just a vulnerability score but an explanation of what the risk means and what remediation looks like.

Remediation in Kanopy is designed for the operational reality of enterprise environments: one-click remediation for common issues that routes fixes to the appropriate business user, and detailed guidance for security team action on higher-complexity findings. The goal is not to give security teams more alerts to manage – it is to close the gap between identifying a risk in a Copilot Studio agent and actually reducing it. Explore Kanopy’s full Copilot Studio security capability at the Kanopy Copilot Studio Security page, and discover how shadow AI security across the full enterprise AI estate is addressed at kanopysecurity.com.

Frequently Asked Questions

Q1: What makes Copilot Studio security different from securing other enterprise applications?

A: Copilot Studio agents are built by business users without security training, operate autonomously with enterprise permissions, and can act on data in real time. Unlike traditional applications, they have no mandatory security gate before deployment, can be created and modified rapidly, and may accumulate permissions over time without review. This makes continuous, automated governance essential rather than periodic manual review.

Q2: Why is shadow AI security a concern specifically for Copilot Studio environments?

A: Copilot Studio enables business teams to create and deploy AI agents without IT or security involvement. These agents operate with real enterprise credentials and access real data – but because they are built outside formal software development processes, they typically receive no security review. This creates shadow AI: autonomous systems operating inside the enterprise with unknown risk profiles.

Q3: Does Microsoft’s native Copilot Studio governance cover the security risks Kanopy addresses?

A: Microsoft’s native controls – Power Platform Admin Center, Purview DLP, data policies – provide important baseline governance but are not designed to continuously discover every agent, assess risk at the agent level, track orphaned agents, or provide the actionable remediation workflow that enterprise security teams need. Kanopy operates as a dedicated security layer on top of Microsoft’s native controls.

Q4: How does Kanopy discover Copilot Studio agents that weren’t formally registered or inventoried?

A: Kanopy connects directly to the Microsoft 365 and Power Platform ecosystem, automatically discovering every Copilot Studio agent regardless of whether it was formally inventoried. The discovery process surfaces agents that security teams did not know existed, maps their data connections and permissions, and identifies orphaned agents that have lost active ownership.

Q5: Can Kanopy remediate Copilot Studio security issues automatically?

A: Kanopy provides one-click remediation for common security issues — over-broad permissions, missing authentication controls, exposed publishing channels – that routes appropriate fixes to business users or security teams depending on the complexity of the issue. For higher-severity findings, Kanopy provides detailed remediation guidance that security teams can action directly.

Continue Reading

Trending