Universal Coaching Themes
The most critical systemic issue this week is the widespread documentation mismatch crisis, with 11 high-severity QA flags where agents verbally resolved issues but left no traceable documentationβmost severely impacting the Connectivity Champions and Wireless Wizards teams. Patterns like incomplete troubleshooting (3 agents) and technical inaccuracies (2 agents) are inflating handle times on high-volume MX and WHW product families. The clearest opportunity lies in standardizing troubleshooting documentation and technical guidance across all teams to reduce escalations and improve first-call resolution rates.
Incomplete Troubleshooting Documentation
Pattern11 agents (22% of fleet) show systemic documentation gaps where troubleshooting steps weren't recorded, leading to unresolved issues and escalation risks. QA flags reveal 11 high-severity cases where agents documented no action despite grader notes of unresolved problems, particularly in Connectivity Champions (deneive.luar) and CX PH L1 (vennemir.calvin). This directly contributes to 22 escalations fleet-wide and erodes trust in call records.
Data from this week
- deneive.luar@concentrix.com (Wireless Wizards) documented 'OOW/EOL' on WHW03 but omitted verification steps, while grader noted unresolved configuration requiring L2 diagnostics
- vennemir.calvin@concentrix.com (CX PH L1) closed MX connectivity call after self-help advice only, though grader confirmed customer still needed ISP testing
- gerlie.miguello@concentrix.com (CX PH L1) offered paid support but documented nothing, violating protocol for Condition B escalations
What good looks likeAgents must document every troubleshooting step taken, outcomes observed, and next-step rationale using HappyFox private notes before closing or escalating calls, with clear resolution status
Training recommendation4-week documentation bootcamp: Week 1 - documentation standards workshop; Weeks 2-3 - side-by-side coaching with QA graders reviewing 10% of calls; Week 4 - gamified documentation drills with accuracy scoring
ICMI Call Recording and Documentation Standards
Technical Inaccuracy on MX/WHW Products
Pattern7 agents demonstrate recurring technical errors on MX (138 calls, 47% resolution) and WHW (101 calls, 46% resolution) products, averaging 2.4Γ fleet median handle times. Key failures include incorrect reset procedures (eppie.lagumbay) and incomplete modem verification (dorothybelle.oraiz), directly impacting customer satisfaction scores (MX avg overall 2.42 vs fleet 2.28)
Data from this week
- eppie.lagumbay@concentrix.com (Training and Quality) gave inaccurate reset guidance on MBE devices, increasing average handle time to 1603s vs fleet median 1369s
- dorothybelle.oraiz@concentrix.com (CX PH L1) skipped modem connectivity verification on WHW calls, resulting in 936s average handle time with only 1 escalation
- maylene.delada@concentrix.com (Connectivity Champions) averaged 1604s handle time on MX setup calls by missing ISP/modem isolation steps
What good looks likeAgents must verify product model early, follow KB-backed troubleshooting sequences verbatim, and confirm resolution through customer validation before closing
Training recommendationProduct-specific KB mastery modules: 3-hour virtual labs per product family with simulated customer scenarios, requiring 90% accuracy on troubleshooting path selection
COPC Knowledge-Based Support Guidelines
Protocol Violations in Case Creation
Pattern5 agents repeatedly violate documentation protocols, creating 0 cases despite clear escalation triggers. aysah.bagumbaran and kharla.proel each had QA flags for closing calls without case creation after protocol violations, contributing to 22 fleet-wide escalations. This creates compliance risks and breaks issue tracking.
Data from this week
- aysah.bagumbaran@concentrix.com (Connectivity Champions) closed protocol violation case without documentation or case creation, marked 'Unresolved' by grader
- kharla.proel@concentrix.com (CX PH L1) closed troubled MX call with no HappyFox case despite grader noting customer declined paid support
- jeraldjun.villanubos@concentrix.com (Connectivity Champions) ended router login call after promising email guide without case documentation
What good looks likeAgents must create HappyFox cases for all protocol violations, unresolved technical issues, and customer escalations within 30 seconds of identification
Training recommendationProtocol adherence drills: 2-hour role-play sessions focusing on case creation triggers, with immediate feedback from QA graders using real ticket templates
ICMI Quality Assurance Standards for Documentation
Product Information Collection Gaps
Pattern4 agents consistently omit critical product data collection, extending handle times on MX and EA product families. johnclark.labadan took 4035s on a single CX PH L2 call by missing model number collection, while girlyjoy.pocot averaged 878s on Connectivity Champions calls by skipping initial device info
Data from this week
- johnclark.labadan@concentrix.com (CX PH L2) handled EA router call without model number, resulting in 4035s handle time and unresolved issue
- girlyjoy.pocot@concentrix.com (Connectivity Champions) collected 0 product info on 15 MX calls, averaging 878s handle time vs team average 1289s
- paolo.ebora@concentrix.com (CX PH L2) missed device model on 3 calls, leading to repeated troubleshooting cycles
What good looks likeAgents must collect product model, serial number, and firmware version within first 60 seconds of call using structured information-gathering script
Training recommendationInformation-gathering championship: Timed drills where agents must extract all required data from simulated customers in under 60 seconds, with accuracy bonuses
General Electric Industry Best Practices for First-Call Resolution
Suggested Training Priorities
- Implement 4-week documentation bootcamp focusing on troubleshooting step recording and resolution verification
- Deploy MX/WHW product mastery labs with KB verification checks for all agents handling these families
- Enforce protocol violation case creation drills with immediate QA feedback for high-risk teams (Connectivity Champions, CX PH L1)
Agent Roster
| Agent | Calls | Overall | Accuracy | Protocol | Communication | Avg Handle Time | Cases | Escalations | |
|---|---|---|---|---|---|---|---|---|---|
| CNX CDO - Connectivity Champions | |||||||||
| aysah.bagumbaran@concentrix.com | 37 | 2.23 | 2.30 | 1.59 | 2.14 | 21m 29s | 27 | 0 | |
| florefe.villarino@concentrix.com | 1 | 1.10 | 1.00 | 1.00 | 2.00 | β | 1 | 0 | |
| francesjessiejr.enriquez@concentrix.com | 0 | β | β | β | β | β | 0 | 0 | |
| girlyjoy.pocot@concentrix.com | 15 | 2.21 | 2.20 | 1.60 | 2.00 | 14m 38s | 13 | 0 | |
| jeneth.villanil@concentrix.com | 1 | 1.10 | 1.00 | 1.00 | 2.00 | 4m 28s | 0 | 0 | |
| jeraldjun.villanubos@concentrix.com | 43 | 2.54 | 2.79 | 1.81 | 2.33 | 25m 09s | 35 | 2 | |
| jorgenathaniel.amores@concentrix.com | 1 | 1.00 | 1.00 | 1.00 | 1.00 | 4m 53s | 1 | 0 | |
| maylene.delada@concentrix.com | 31 | 2.32 | 2.39 | 1.61 | 2.13 | 26m 44s | 20 | 2 | |
| sadia.mamasabayang@concentrix.com | 0 | β | β | β | β | β | 0 | 0 | |
| zhiliang.chen@concentrix.com | 1 | 1.30 | 2.00 | 1.00 | 1.00 | 5m 00s | 0 | 0 | |
| CNX CDO - Wireless Wizards | |||||||||
| deneive.luar@concentrix.com | 32 | 2.28 | 2.09 | 1.81 | 2.25 | 18m 05s | 29 | 0 | |
| edgarianmark.catulong@concentrix.com | 9 | 2.11 | 2.56 | 1.56 | 2.22 | 17m 25s | 3 | 3 | |
| CNX CDO PHONE - Optimization Juniors | |||||||||
| charm.awitan@concentrix.com | 49 | 2.34 | 2.51 | 1.86 | 2.22 | 16m 04s | 32 | 0 | |
| joziel.licmoan@concentrix.com | 30 | 2.32 | 2.23 | 1.83 | 2.20 | 35m 08s | 18 | 0 | |
| raquel.intong@concentrix.com | 37 | 1.98 | 2.11 | 1.35 | 1.92 | 20m 15s | 28 | 0 | |
| trecia.malunjao@concentrix.com | 8 | 2.65 | 3.25 | 2.12 | 2.50 | 31m 03s | 7 | 0 | |
| CNX CHN PHONE - Chinese Support | |||||||||
| xiaoge.ji@concentrix.com | 0 | β | β | β | β | β | 0 | 0 | |
| yeshi.lin@concentrix.com | 1 | 2.60 | 4.00 | 2.00 | 2.00 | β | 1 | 0 | |
| CNX DVO PHONE - Router Rangers | |||||||||
| krizelle.sequina@concentrix.com | 2 | 1.40 | 3.00 | 1.00 | 1.50 | 9m 50s | 0 | 0 | |
| CNX DVO PHONE - WiFi Warriors | |||||||||
| guillemo.beniga@concentrix.com | 1 | 2.70 | 4.00 | 2.00 | 3.00 | 7m 26s | 1 | 0 | |
| CX China L1 | |||||||||
| weiyu.zeng@concentrix.com | 0 | β | β | β | β | β | 0 | 0 | |
| xiangjie.zhang@concentrix.com | 1 | 1.00 | 1.00 | 1.00 | 1.00 | β | 0 | 0 | |
| CX PH L1 | |||||||||
| akiko.ohashi@concentrix.com | 1 | 1.10 | 1.00 | 2.00 | 1.00 | β | 1 | 0 | |
| dennis.gamolo@concentrix.com | 1 | 1.80 | 1.00 | 2.00 | 2.00 | β | 1 | 0 | |
| dorothybelle.oraiz@concentrix.com | 26 | 2.48 | 2.92 | 1.88 | 2.31 | 15m 36s | 17 | 1 | |
| gerlie.miguello@concentrix.com | 30 | 2.03 | 2.07 | 1.53 | 2.00 | 19m 09s | 27 | 1 | |
| kennford.plastina@concentrix.com | 0 | β | β | β | β | β | 0 | 0 | |
| kharla.proel@concentrix.com | 46 | 2.29 | 2.61 | 1.70 | 2.09 | 32m 14s | 34 | 1 | |
| leo.lluisma@concentrix.com | 1 | 1.80 | 5.00 | 1.00 | 1.00 | 3m 12s | 1 | 0 | |
| limuel.saura@concentrix.com | 22 | 2.49 | 2.41 | 1.86 | 2.27 | 21m 28s | 15 | 0 | |
| regin.magnetico@concentrix.com | 44 | 2.17 | 2.11 | 1.64 | 2.07 | 25m 14s | 36 | 1 | |
| riojene.ladera@concentrix.com | 41 | 2.29 | 2.46 | 1.68 | 2.17 | 18m 10s | 30 | 5 | |
| rubierosa.levi@concentrix.com | 7 | 2.00 | 2.86 | 1.57 | 2.00 | 21m 18s | 4 | 0 | |
| stephanie.quidlat@concentrix.com | 1 | 1.80 | 5.00 | 1.00 | 1.00 | 11m 24s | 0 | 0 | |
| vennemir.calvin@concentrix.com | 26 | 2.12 | 2.12 | 1.58 | 2.15 | 13m 20s | 21 | 0 | |
| CX PH L2 | |||||||||
| eric.marbella@concentrix.com | 3 | 1.73 | 2.00 | 1.33 | 2.00 | 9m 41s | 1 | 1 | |
| johnclark.labadan@concentrix.com | 1 | 2.70 | 4.00 | 2.00 | 2.00 | 67m 15s | 0 | 0 | |
| paolo.ebora@concentrix.com | 3 | 1.87 | 2.67 | 1.00 | 1.33 | 29m 18s | 3 | 1 | |
| paulo.real@concentrix.com | 12 | 2.16 | 2.67 | 1.50 | 2.17 | 39m 16s | 10 | 3 | |
| CX PH Leads | |||||||||
| jane.reambonanza@concentrix.com | 1 | 1.00 | 1.00 | 1.00 | 1.00 | β | 1 | 0 | |
| Developers | |||||||||
| vincent.tobias@linksys.com | 1 | 2.20 | 5.00 | 2.00 | 2.00 | 9m 38s | 1 | 0 | |
| Linksys CA PMOs | |||||||||
| john.pagurayan@concentrix.com | 3 | 2.40 | 3.67 | 2.33 | 2.67 | 43m 57s | 0 | 0 | |
| SL Dubai L1 | |||||||||
| ayman.elamin@sutherlandglobal.com | 3 | 1.53 | 2.33 | 1.33 | 1.33 | β | 2 | 0 | |
| SL Dubai Leads | |||||||||
| noha.magdy@sutherlandglobal.com | 0 | β | β | β | β | β | 0 | 0 | |
| Team Lead | |||||||||
| regilene.come@concentrix.com | 1 | 2.80 | 5.00 | 2.00 | 3.00 | 21m 44s | 0 | 0 | |
| Training and Quality | |||||||||
| eppie.lagumbay@concentrix.com | 53 | 2.59 | 2.77 | 2.04 | 2.32 | 26m 43s | 39 | 1 | |
| mikaelhjoshua.anasco@concentrix.com | 21 | 2.56 | 2.43 | 2.10 | 2.57 | 24m 12s | 14 | 0 | |
| Unknown Team | |||||||||
| Charmaigne Awitan | 0 | β | β | β | β | β | 0 | 0 | |
| zither.calvin@linksys.com | 1 | 1.60 | 2.00 | 1.00 | 1.00 | β | 1 | 0 | |
Product & Problem Heat Map
By Product Family
MBE calls run 1.4× the fleet average handle time.
| Product Family | Calls | Avg Handle Time | Avg Score | % Resolved |
|---|---|---|---|---|
| MBE | 18 | 31m 50s | 1.98 | 33% |
| MX | 138 | 31m 05s | 2.42 | 47% |
| LN | 22 | 28m 13s | 2.38 | 41% |
| WHW | 101 | 26m 11s | 2.25 | 46% |
| RE | 18 | 24m 19s | 2.39 | 50% |
| MR | 80 | 21m 54s | 2.35 | 52% |
| E | 51 | 17m 23s | 2.16 | 41% |
| SPN | 32 | 17m 08s | 2.58 | 53% |
| EA | 90 | 14m 43s | 2.09 | 46% |
| OTHER | 20 | 13m 45s | 2.19 | 40% |
| WRT | 16 | 9m 20s | 2.14 | 50% |
| AX | 1 | 7m 12s | 3.40 | 100% |
By Problem Category
| Problem Category | Calls | Avg Handle Time | Avg Score | % Resolved |
|---|---|---|---|---|
| SETUP | 81 | 28m 39s | 2.39 | 51% |
| CONNECTIVITY | 228 | 27m 07s | 2.10 | 40% |
| HARDWARE | 22 | 25m 49s | 2.01 | 23% |
| CONFIGURATION | 39 | 25m 19s | 2.17 | 41% |
| ACCESS | 66 | 24m 18s | 2.31 | 45% |
| NO TROUBLESHOOTING NEEDED | 4 | 13m 19s | 2.02 | 25% |
| GENERAL INQUIRY | 12 | 10m 54s | 2.12 | 25% |
QA Escalation Watchlist
12 documentation mismatch(es) · 0 callback(s) requiring review — grammar and ASR issues excluded
| Agent | Ticket | Type | Why it needs review |
|---|---|---|---|
| aysah.bagumbaran@concentrix.com | #LTS00133416 | Doc Mismatch | Agent documented self-help email but grader marked issue unresolved; no case created despite protocol violation. |
| charm.awitan@concentrix.com | #LTS00133423 | Doc Mismatch | Agent verbally committed to email instructions but email was unverified; documented outcome lacks troubleshooting steps and misrepresents resolution. |
| deneive.luar@concentrix.com | #LTS00133434 | Doc Mismatch | Agent documented no troubleshooting but grader notes unresolved issue requiring L2 diagnostics. High severity due to escalation without resolution. |
| deneive.luar@concentrix.com | #LTS00133587 | Doc Mismatch | Agent documented OOW/EOL and offered paid support, but grader notes unresolved configuration issue. Notes omit verification steps and resolution path. |
| eppie.lagumbay@concentrix.com | #TE00133677 | Doc Mismatch | Agent verbally committed to escalation but no HappyFox case was created for the escalation path. |
| gerlie.miguello@concentrix.com | #TE00133962 | Doc Mismatch | Agent documented no troubleshooting while grader notes paid support offer - represents Condition B escalation promise with no HappyFox trail |
| jeraldjun.villanubos@concentrix.com | #LTS00133518 | Doc Mismatch | Agent provided email guidance but no actual documentation was created or referenced in HappyFox; call ended with unresolved login issue. |
| kharla.proel@concentrix.com | #LTS00133403 | Doc Mismatch | No HappyFox case created despite troubleshooting interaction; protocol violation. |
| mikaelhjoshua.anasco@concentrix.com | #LTS00133736 | Doc Mismatch | Agent incorrectly declared node fixed and closed case without resolving the issue. |
| vennemir.calvin@concentrix.com | #LTS00133409 | Doc Mismatch | Grader marked issue unresolved (customer still needed ISP testing) while agent documented no troubleshooting steps and ended with self-help advice only. |
| vennemir.calvin@concentrix.com | #LTS00133422 | Doc Mismatch | Agent documented registration link and closed ticket, but grader noted fundamental mesh incompatibility was not addressed and issue remained unresolved. |
| xiangjie.zhang@concentrix.com | #LTS00026950 | Doc Mismatch | Agent claimed to register customer for replacement (implying resolution) but grader marked issue as not fixed and closure was abandoned_or_vague. |