Predictika · Data center, cloud and managed services quotes
An AI sales agent prepares a quote for an enterprise customer of KIO, the data center, cloud and IT services provider in Mexico and Latin America: Retail or Wholesale Colocation at a KIO data center with uplinks, Cross Connects and Cloud On-Ramps, KIO Cloud on VMware, Oracle PCA or IBM Power with SAP on cloud, cloud disaster recovery to a second data center, and Cyber SOC, Managed Detection and Response and managed NGFW security, on a term of 12, 24, 36 or 60 months. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of how those services fit together and returns a verdict, every reason, a line-item quote and the figures it computed.
This validator models KIO data center, cloud and managed security quotes as described on the public KIO web pages (kiodatacenters.com and kio.tech), not just the scenarios shown below.
Any KIO quote that touches these services is in scope — not only the scenarios pictured here. Not covered: Hyperscale and Build-to-Suit deployments (2 MW and above, quoted separately; the validator blocks them), Intraconnect, Site Entry, IXP, the Tultitlán, Panama City and Guatemala City data centers, SD-WAN, application and managed services other than those listed, AI services, taxes and prices in Mexican pesos. KIO does not publish prices on the pages read, so every price on this page is invented for illustration.
7 scenarios in 3 groups · each group runs from the agent’s first attempt to the outcome · click one to switch
Illustrative agent statement. The validator receives the structured request below.
Proposing agent: AI sales agent (scripted)
Before sending, the agent must call Recorded run
What this means
Our assessment of what a typical rules-based CPQ (product rules, price rules and validation rules, as in Salesforce CPQ) does with the same cases. It is a judgment about effort and reliability, not a claim that nothing can be built.
| What the validator caught | Typical rules-based CPQ | Predictika |
|---|---|---|
| Cabinets, power density and the colocation band | Only with care Total kilowatts is cabinets times density, and the Retail and Wholesale bands, the hall limit and the Wholesale term all hang off it; a product rule can test each, but the derived total and the limit for each hall type have to be built and repeated. | Cabinets, density, hall, band and term are computed from the request and checked together on every call. |
| Uplinks and cross connects against cabinets and cloud links | Only with workarounds Uplink capacity depends on cabinets and port speed, and the cross connects needed depend on how many Cloud On-Ramps and Extended Cross Connects are quoted as other line items; each rule reads a different part of the quote. | Uplink capacity, cabinets, on-ramps and metro links are facts in the request and are checked together. |
| Cloud cluster capacity | Only with care Host capacity differs by platform and one host is held as spare, so vCPU and memory must be recomputed against the cluster for each platform, and again for the 85 percent approval line. | Capacity per platform, the spare host, vCPU, memory and the headroom line are computed together. |
| Recovery point, replication bandwidth and the site pair | Only with workarounds Which data center pairs can replicate synchronously, the bandwidth each recovery point needs, and bandwidth that comes from two different services (DCI and Extended Cross Connects) sit in separate rules that a rep can satisfy one at a time. | The site pair, the recovery point and the combined replication bandwidth are checked together. |
| Tier, residency and PCI DSS prerequisites | Only with workarounds A Tier III requirement, Mexico-only data, and a Cyber SOC and NGFW for PCI DSS each test an attribute of the chosen data centers or of other lines on the quote; every one is its own rule and none sees the others. | Data center tier and country, the disaster recovery site and the security services are checked against the workload on every call. |
| Install charges, discount and the stated total | Only with workarounds Cabinet setup is waived at 36 months or more, other installs are not, and the discount has an approval line and a hard limit; a rep who totals the monthly charges leaves the install out, and nothing compares the stated total to the priced one. | The install rules, the term, the discount and the stated total are computed together and the stated total is compared with the priced one. |
| Every problem returned in one answer | Only with workarounds Rules tend to fire as the quote is saved or a step is completed, so a rep often fixes one error and meets the next. | All findings come back together, whatever order the choices arrived in. |
Every rule is checked on every call, in any order the choices arrive; one problem never hides another. Blocking findings stop the quote; approval findings need a person to sign off; everything else is computed.
| 1 | The quote has a 60 month term, a long price commitment, so a person should confirm. |
| 2 | The quote has a term of 18 months; the services are quoted for 12, 24, 36 or 60 months. |
| 3 | The quote includes no KIO service, so there is nothing to price. |
| 4 | The quote is Retail Colocation at 200 kW in total; Retail Colocation is for under 200 kW, and from 200 kW the colocation is Wholesale. |
| 5 | The quote is Wholesale Colocation at 160 kW in total; Wholesale Colocation starts at 200 kW. |
| 6 | The quote is Wholesale Colocation on a term of 24 months; Wholesale Colocation needs a term of at least 36 months. |
| 7 | The quote has 2,000 kW of colocation; from 2,000 kW (2 MW) the deployment is Hyperscale, which is quoted separately. |
| 8 | The contract total is $10,278,800, above $8 million, so a person should confirm. |
| 9 | The quote puts 9 kW in each cabinet, and the hall type quoted supports up to 8 kW per cabinet. |
| 10 | The quote asks for a High Density Hall at a data center that does not offer one. |
| 11 | The primary data center is Tier 2 and the workload requires Tier 3 or better. |
| 12 | The disaster recovery data center is Tier 2 and the workload requires Tier 3 or better. |
| 13 | The quote protects 10 TB of data and names no disaster recovery data center. |
| 14 | The disaster recovery data center is the same as the primary data center. |
| 15 | The data must stay in Mexico and the primary data center is not in Mexico. |
| 16 | The data must stay in Mexico and the disaster recovery data center is not in Mexico. |
| 17 | A near-zero recovery point needs synchronous replication, which needs the disaster recovery data center in the same metropolitan area as the primary one, and it is not. |
| 18 | A PCI DSS workload needs a disaster recovery data center and the quote names none. |
| 19 | A PCI DSS workload needs 24/7 Cyber SOC monitoring and the quote does not include it. |
| 20 | A PCI DSS workload needs a managed NGFW and the quote includes none. |
| 21 | The quote includes Managed Detection and Response without the Cyber SOC it runs on. |
| 22 | The quote has colocation cabinets and no uplinks; colocation needs at least one pair of uplink ports. |
| 23 | The quote has 20 Gbps of uplink capacity for 20 cabinets, which need 40 Gbps at 2 Gbps per cabinet. |
| 24 | The quote has 2 cross connects, and its Cloud On-Ramps and Extended Cross Connects together need 3, one for each. |
| 25 | The quote has Extended Cross Connects, which join KIO data centers in the same metropolitan area, and the disaster recovery data center is not in the primary data center metropolitan area. |
| 26 | The quote asks for cloud hosts, vCPU or memory and names no KIO Cloud platform. |
| 27 | The KIO Cloud cluster quoted has fewer than 3 hosts (2); a cluster needs at least 3. |
| 28 | The quote needs 300 vCPU, and the hosts quoted, with one held as spare, provide 288. |
| 29 | The quote needs 3,100 GB of memory, and the hosts quoted, with one held as spare, provide 3,072 GB. |
| 30 | The cloud cluster would run above 85 percent of its capacity once one host is held as spare (288 of 288 vCPU and 2,000 of 3,072 GB of memory), so a person should confirm. |
| 31 | The quote includes SAP on cloud on a platform that does not run it; SAP runs on VMware or IBM Power. |
| 32 | The data changes at up to 500 Mbps and the recovery point quoted needs 1,000 Mbps of replication bandwidth; the quote provides 800 Mbps. |
| 33 | The quote asks for a discount of $1,531 a month on $15,300 of monthly charges, above 10 percent, so a person should confirm. |
| 34 | The quote asks for a discount of $3,061 a month on $15,300 of monthly charges, which is more than the 20 percent the quote can carry. |
| 35 | The quote states a contract total of $551,599; the prices give $551,600. |
The recorded result of the validator for each scenario on this page: the request the AI agent sent, the verdict, and every finding, in the order they appear above.
The agent's request. Please quote KIO services for a PCI DSS workload that needs Tier 3 or better data centers and keeps its data in Mexico, on a 24 month term: Retail Colocation at Querétaro: 24 cabinets at 10 kW each in a Standard Hall, 2 uplink pairs of 10 Gbps ports, 2 Cross Connects, 3 Cloud On-Ramps, KIO Cloud on VMware with 5 hosts, 480 vCPU, 3,600 GB of memory and 60 TB of storage, SAP on cloud for 2 systems, cloud disaster recovery for 120 TB to Santo Domingo with a near-zero recovery point over a 1,000 Mbps DCI link, Managed Detection and Response for 120 devices, and 2 managed NGFW pairs. The quote states $3,276,960 over the contract. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote KIO services for a PCI DSS workload that needs Tier 3 or better data centers and keeps its data in Mexico, on a 24 month term: Wholesale Colocation at Querétaro: 24 cabinets at 10 kW each in a High Density Hall, 3 uplink pairs of 10 Gbps ports, 3 Cross Connects, 3 Cloud On-Ramps, KIO Cloud on VMware with 7 hosts, 480 vCPU, 3,600 GB of memory and 60 TB of storage, SAP on cloud for 2 systems, cloud disaster recovery for 120 TB to Monterrey with a near-zero recovery point over a 1,000 Mbps DCI link, the Cyber SOC for 120 devices, Managed Detection and Response for 120 devices, and 2 managed NGFW pairs. The quote states $3,497,520 over the contract. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote KIO services for a PCI DSS workload that needs Tier 3 or better data centers and keeps its data in Mexico, on a 36 month term: Wholesale Colocation at Querétaro: 24 cabinets at 10 kW each in a High Density Hall, 3 uplink pairs of 10 Gbps ports, 3 Cross Connects, 3 Cloud On-Ramps, KIO Cloud on VMware with 7 hosts, 480 vCPU, 3,600 GB of memory and 60 TB of storage, SAP on cloud for 2 systems, cloud disaster recovery for 120 TB to Monterrey with a 5 minute recovery point over a 1,500 Mbps DCI link, the Cyber SOC for 120 devices, Managed Detection and Response for 120 devices, and 2 managed NGFW pairs. The quote states $4,724,680 over the contract. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote KIO services for a workload that needs Tier 3 or better data centers, on a 12 month term: Retail Colocation at Mérida: 14 cabinets at 5 kW each in a High Density Hall, 1 uplink pair of 10 Gbps ports, 2 Cross Connects, 2 Cloud On-Ramps, KIO Cloud on Oracle PCA with 4 hosts, 250 vCPU, 2,400 GB of memory and 30 TB of storage, SAP on cloud for 1 system, Managed Detection and Response for 40 devices, and a discount of $13,000 a month. The quote states $527,760 over the contract. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote KIO services for a workload that needs Tier 3 or better data centers, on a 12 month term: Retail Colocation at Querétaro: 14 cabinets at 5 kW each in a Standard Hall, 2 uplink pairs of 10 Gbps ports, 2 Cross Connects, 2 Cloud On-Ramps, KIO Cloud on IBM Power with 4 hosts, 150 vCPU, 2,400 GB of memory and 30 TB of storage, SAP on cloud for 1 system, the Cyber SOC for 40 devices, Managed Detection and Response for 40 devices, and a discount of $2,400 a month. The quote states $758,320 over the contract. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote KIO services for a workload that needs Tier 3 or better data centers, on a 24 month term: Wholesale Colocation at Santo Domingo: 30 cabinets at 8 kW each in a Standard Hall, 3 uplink pairs of 10 Gbps ports, 3 Cross Connects, 2 Extended Cross Connects, 2 Cloud On-Ramps, KIO Cloud on IBM Power with 6 hosts, 300 vCPU, 3,000 GB of memory and 40 TB of storage, cloud disaster recovery for 50 TB to Santo Domingo with a 15 minute recovery point over a 700 Mbps DCI link, and a discount of $26,000 a month. The quote states $1,899,600 over the contract. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote KIO services for a workload that needs Tier 3 or better data centers, on a 60 month term: Wholesale Colocation at Santo Domingo: 30 cabinets at 8 kW each in a Standard Hall, 3 uplink pairs of 10 Gbps ports, 3 Cross Connects, 2 Cloud On-Ramps, KIO Cloud on IBM Power with 6 hosts, 300 vCPU, 3,000 GB of memory and 40 TB of storage, cloud disaster recovery for 50 TB to Bogotá with a 15 minute recovery point over a 700 Mbps DCI link, and a discount of $14,000 a month. The quote states $5,384,200 over the contract. It is ready to send.
Verdict: Needs approval.
The text of the narrated walkthrough, step by step.