Software and cloud services represent 88.9% of total spend ($7,385,560.81), making this fundamentally a cloud/SaaS cost center, not a traditional IT procurement operation. Hardware accounts for just 8.8% ($733,714.68). The largest single cost is Microsoft Azure cloud infrastructure at $4,880,073.96 — averaging $187,695/month with a range of $107,134 to $257,705/month. Microsoft overall (Azure + Office 365 + Windows 365 + Teams + other) represents $5,483,466.05 (66.0%) of all spend.
Azure monthly spend grew from an average of $144,556/month in 2024 to $220,560/month in 2025 — a +53% increase. By early 2026, Azure is running at $249,338/month. At this trajectory, Azure alone will exceed $3M/year. This is the single most impactful area for cost optimization — a 10% reduction in Azure spend saves more than eliminating all hardware procurement entirely.
Barracuda Networks spend jumped from $93,075/year in 2024 to $535,788 in February 2026 alone — a 5.8x increase. This is not a price increase on the same contract; it represents a major expansion of the Barracuda Email Protection platform (147,600 seats). This should be evaluated for right-sizing — are 147,600 seats justified for an organization of Essen’s size?
Hardware dropped -35% year-over-year ($409,790.27 → $267,644.32), while software grew +16% ($2,879,227.56 → $3,340,479.78). Services billing collapsed from $182,159.78 (2024) to near-zero in 2025 — this likely reflects a reclassification of Azure managed services into the Software category, not an actual reduction in services consumed. Additionally, Amazon Web Services emerged in late 2025 at $113,308.67, introducing a second cloud vendor.
Just 5 recurring vendors account for 76.2% of all spend ($6,323,781). Microsoft alone at 66.0% creates single-vendor dependency — any Azure pricing change directly impacts the operating budget. The remaining 18 vendors are one-time or infrequent purchasers representing just 23.8% of spend. This is not a fragmented vendor landscape that needs consolidation — it is an already-concentrated portfolio that needs risk diversification and cost governance.
| Year | Spend | Hardware | Software | Services | Quantity | Line Items |
|---|---|---|---|---|---|---|
| 2024 | $3,471,177.61 | $409,790.27 | $2,879,227.56 | $182,159.78 | 42,669 | 943 |
| 2025 | $3,609,773.43 | $267,644.32 | $3,340,479.78 | $1,649.33 | 40,401 | 820 |
| 2026 | $1,222,133.56 | $56,280.09 | $1,165,853.47 | $0 | 157,179 | 125 |
Note: 2026 data covers January–February only (partial year).
| Month | Spend | HW Spend | SW Spend | Credits | Invoiced | HW Units | Invoices |
|---|---|---|---|---|---|---|---|
| 2024-01 | $221,888.38 | $47,489.60 | $162,161.75 | -$107.10 | $241,027.77 | 40 | 44 |
| 2024-02 | $196,610.69 | $59,528.34 | $124,015.49 | -$21,601.73 | $213,490.91 | 37 | 48 |
| 2024-03 | $176,345.65 | $4,738.36 | $158,877.60 | -$754.96 | $190,946.47 | -3 | 21 |
| 2024-04 | $347,453.02 | $85,034.16 | $232,771.28 | -$165.54 | $378,501.50 | 84 | 72 |
| 2024-05 | $302,541.72 | $0 | $288,597.91 | -$65.63 | $328,170.34 | 0 | 11 |
| 2024-06 | $289,435.98 | $14,839.86 | $244,107.04 | $0 | $312,613.34 | 14 | 21 |
| 2024-07 | $188,614.98 | $11,659.89 | $160,557.30 | -$11,752.63 | $204,056.41 | 11 | 17 |
| 2024-08 | $830,283.97 | $10,599.90 | $802,316.91 | -$12,668.01 | $903,462.10 | 10 | 20 |
| 2024-09 | $249,384.34 | $28,454.73 | $205,437.12 | -$181.56 | $270,576.45 | 33 | 34 |
| 2024-10 | $269,105.05 | $59,624.59 | $202,122.61 | -$13.60 | $294,749.44 | 130 | 71 |
| 2024-11 | $159,779.98 | $31,576.60 | $122,647.94 | -$4,225.68 | $173,952.62 | 70 | 19 |
| 2024-12 | $239,733.85 | $56,244.24 | $175,614.61 | $0 | $261,979.60 | 112 | 22 |
| 2025-01 | $289,319.83 | $23,848.45 | $265,504.77 | -$33.39 | $315,744.59 | 68 | 19 |
| 2025-02 | $211,875.82 | $14,151.38 | $197,059.66 | $0 | $230,796.95 | 10 | 12 |
| 2025-03 | $219,633.81 | $9,773.88 | $209,859.93 | -$118.31 | $239,228.63 | 7 | 12 |
| 2025-04 | $321,616.82 | $0 | $321,616.82 | -$193.11 | $350,160.31 | 0 | 4 |
| 2025-05 | $286,420.93 | $0 | $286,420.93 | -$1,867.07 | $311,840.79 | 0 | 5 |
| 2025-06 | $273,486.44 | $0 | $273,486.44 | $0 | $297,758.37 | 0 | 4 |
| 2025-07 | $350,260.47 | $32,520.92 | $317,739.55 | -$2,281.68 | $381,923.27 | 43 | 30 |
| 2025-08 | $247,716.16 | $28,152.12 | $219,564.04 | -$28,865.03 | $270,559.92 | 70 | 32 |
| 2025-09 | $348,742.03 | $28,929.89 | $319,458.98 | -$3,877.28 | $380,111.38 | 31 | 35 |
| 2025-10 | $273,064.39 | $38,159.40 | $234,904.99 | -$13,532.55 | $297,909.18 | 45 | 36 |
| 2025-11 | $299,490.13 | $3,710.99 | $295,446.75 | -$3,983.44 | $326,087.10 | 2 | 7 |
| 2025-12 | $488,146.60 | $88,397.29 | $399,416.92 | -$3,475.66 | $532,559.02 | 91 | 29 |
| 2026-01 | $332,572.76 | $10,457.67 | $322,115.09 | -$3,270.97 | $362,253.69 | 11 | 18 |
| 2026-02 | $889,560.80 | $45,822.42 | $843,738.38 | -$208.48 | $969,010.48 | 45 | 9 |
| Category | Spend | % of Total | Quantity | Avg Unit Cost | Line Items |
|---|---|---|---|---|---|
| OTHER SOFTWARE | $7,271,312.76 | 87.6% | 238,436 | $30.50 | 1291 |
| NOTEBOOKS | $433,037.01 | 5.2% | 419 | $1,033.50 | 370 |
| DESKTOPS | $277,969.47 | 3.3% | 276 | $1,007.14 | 90 |
| CDCT CONSULTING SERVICES | $128,950.83 | 1.6% | 0 | $128,950.83 | 28 |
| OFFICE WORKER | $114,248.05 | 1.4% | 793 | $144.07 | 11 |
| INTELLIGENT APPLICATIONS | $27,380 | 0.3% | 1 | $27,380 | 7 |
| DISPLAYS | $20,605.83 | 0.2% | 159 | $129.60 | 46 |
| WARRANTY SERVICES | $18,155 | 0.2% | 56 | $324.20 | 7 |
| CWF PROFESSIONAL SERVICES | $7,841.61 | 0.1% | 2 | $3,920.80 | 2 |
| ACCESSORIES | $2,102.37 | 0.0% | 107 | $19.65 | 27 |
| CDCT MANAGED SERVICES | $1,481.67 | 0.0% | 0 | $1,481.67 | 9 |
"Other Software" at $7,271,312.76 (87.6% of total) is the dominant category, encompassing Microsoft Azure, Barracuda, NinjaOne, Jamf, and other SaaS/cloud subscriptions. This category warrants sub-classification to enable more granular cost tracking — breaking it into Cloud Infrastructure (Azure), Security (Barracuda, Zscaler), Endpoint Management (NinjaOne, Jamf, Absolute), and other sub-categories.
Notebooks ($433,037.01) and Desktops ($277,969.47) are the main hardware categories. With average unit costs around $950–$1,030, these are mid-range enterprise devices. Standardizing to fewer models could improve volume pricing by 5–10%.
Azure at $187,695/month (growing +53% YoY) is the #1 cost driver. Implement Reserved Instances, autoscaling, and Azure Cost Management budgets/alerts. A 10% optimization saves ~$225,234/year.
Barracuda expanded 5.8x from $93,075/year to $535,788 in one invoice. Verify that 147,600 email protection seats are justified and right-sized. Over-provisioning at this scale wastes hundreds of thousands annually.
88.9% of spend is in one catch-all category. Break it into Cloud Infrastructure (Azure), Security (Barracuda, Zscaler), Endpoint Management (NinjaOne, Jamf), and Productivity (O365) for targeted cost control.
Separate the predictable monthly cloud baseline (~$220,560+/month Azure + O365 + other SaaS) from episodic hardware and one-time purchases. Budget the baseline as operating expense; hardware as quarterly capex.