Dashboard / Candidate
Poornima Nair
Applied for Senior Product Manager · spm_19_poornima_nair.pdf
Private: squad_1@pg27.mesaschool.co · +91 94952 71038
Applied-role score
44/100#8 of 16 SPM applicants
PM score
64/100SPM score
44/100Current status
AnalysedBelow shortlist (AI suggestion)
Your decision
1
Why they fit
- Problem -> Change -> Business/Operational Result 20%
The candidate provides a clear example of initiating a carrier consolidation project that delivered a quantified cost savings of 22L annually, as well as building a platform scaled to 60+ logistics companies. However, specific problem-to-result metrics for product feature changes within Logi9 are largely missing.
- Creates Systems Others Run 15%
The candidate redesigned an escalation matrix to fix operational delays, which was formally adopted and run by the regional operations team. Other evidence includes setting up regular product review rhythms and 1:1s for junior PMs.
2
Where they fall short
- Independent Decision Ownership −18 pts
The candidate operated as the sole PM establishing core architecture and making kill decisions on features. However, the CV lacks specific details showing the explicit trade-offs, handling of incomplete information, and consequential outcomes of individual decisions.
- Evidence-Led Prioritisation and Reversal −12 pts
The CV mentions killing features based on discovery invalidating assumptions and post-launch outcomes, as well as grounding roadmap priorities in field research. However, it aggregates these decisions into summary metrics rather than explaining the specific evidence gathered and the precise reversal actions taken.
- Multi-Party Resolution Under Pressure −12 pts
The CV shows multi-party stakeholder coordination across clients, IT, and vendors, as well as ownership of exception handling areas. However, there is no evidence of navigating high-stakes crises, severe pressure, incident post-mortems, or resolving complex failures.
| Criterion | Weight | Score | Weighted | AI reasoning | Evidence from CV |
|---|---|---|---|---|---|
| Problem -> Change -> Result | 25% | 4/5 | 20.0/25 | The candidate noticed a recurring operational friction (delays routing critical issues) and redesigned the delivery exception escalation matrix, leading to its adoption by the regional ops team. Additionally, they led a carrier consolidation initiative resulting in annual freight savings. |
|
| Evidence-Led Decisions | 20% | 3/5 | 12.0/20 | The CV shows evidence of stopping and prioritising work based on discovery and field data, explicitly killing two features at PRD stage due to invalidated assumptions and three post-launch. However, specific details about the data, the exact assumptions tested, and subsequent outcomes are limited. |
|
| Builds Repeatable Ways of Working | 20% | 4/5 | 16.0/20 | The candidate created a delivery exception escalation matrix that moved beyond personal use and was adopted by the broader regional operations team as a repeatable process. |
|
| Carries Ambiguous Problems Through to Closure | 20% | 1/5 | 4.0/20 | While the candidate coordinated cross-functional parties during TMS onboarding and handled delivery exceptions, there is no concrete narrative of taking a messy, ambiguous failure or escalation from identification through to post-resolution follow-up. |
|
| Gets to the Source Before Designing the Fix | 15% | 4/5 | 12.0/15 | The candidate directly engaged in extensive firsthand field research across 10 logistics companies, which directly defined the product's core data model, module architecture, and integration priorities. |
|
| Total | 100% | 64 | The candidate demonstrates strong alignment with firsthand discovery, establishing repeatable operational mechanisms, and using discovery to stop invalidated ideas. The CV shows clear problem-to-result links in logistics operations and product definition, but lacks direct evidence of steering messy, ambiguous escalations through to full closure. | ||
Scoring scale
- 0: No evidence in the CV
- 1: Indirect or participation-only evidence
- 2: Partial: some elements of the description, weak link to outcome
- 3: One clear example matching the description
- 4: Clear example with a visible result, candidate's own action linked to it
- 5: Repeated, strong examples fully matching the description, with results
Weighted contribution = score ÷ 5 × weight. Every quote is checked against the CV text; if none can be verified, the score is capped at 1.
4
Evidence
Verified CV quotes used (SPM rubric)
- “Sole PM for the platform's first 2 years; now leads a 2-person PM team as the team has grown” · Independent Decision Ownership
- “Built the platform's core architecture in the first 6 months: data model, module structure, and integration priorities — based on 8 weeks of field research at 10 logistics companies across Bengaluru, Chennai, and Mumbai” · Independent Decision Ownership
- “Shipped 15 features in 4 years; killed 5 — two were killed at PRD stage after discovery showed the assumption was wrong, three were killed post-launch within 30 days” · Independent Decision Ownership
- “Sole PM at a Series A logistics SaaS for 2 years — built and shipped a platform that is now used by 60+ freight forwarding and logistics companies.” · Problem -> Change -> Business/Operational Result
- “Led a cross-client carrier consolidation initiative that saved n22L annually in freight costs across the managed accounts” · Problem -> Change -> Business/Operational Result
- “Built the platform's core architecture in the first 6 months: data model, module structure, and integration priorities — based on 8 weeks of field research at 10 logistics companies across Bengaluru, Chennai, and Mumbai” · Evidence-Led Prioritisation and Reversal
- “Shipped 15 features in 4 years; killed 5 — two were killed at PRD stage after discovery showed the assumption was wrong, three were killed post-launch within 30 days” · Evidence-Led Prioritisation and Reversal
- “Redesigned the delivery exception escalation matrix after a recurring delay in routing critical issues; new matrix adopted by the regional ops team” · Creates Systems Others Run
- “Manages the PM team of 2 junior PMs; runs weekly 1:1s and bi-weekly product reviews” · Creates Systems Others Run
- “Owns the multi-modal shipment tracking, carrier management, and exception handling product areas” · Multi-Party Resolution Under Pressure
- “Onboarded 2 new client accounts onto the TMS platform — coordinated between client teams, Mahindra's IT, and the platform vendor” · Multi-Party Resolution Under Pressure
Outcomes stated in the CV
- Built and shipped a platform currently used by 60+ freight forwarding and logistics companies
- Saved 22L annually in freight costs via a cross-client carrier consolidation initiative
- Shipped 15 features and killed 5 based on discovery validation and post-launch evaluation
- Redesigned delivery exception escalation matrix that was adopted regional ops team-wide
Anonymised CV (exactly what the AI saw)
[CANDIDATE] Senior Product Manager [PHONE REDACTED] · [EMAIL REDACTED] · Bengaluru · [PROFILE URL REDACTED] PROFESSIONAL SUMMARY Senior Product Manager with 6 years in supply chain and logistics SaaS. Spent 3 years in supply chain operations at a national 3PL before moving into product. Sole PM at a Series A logistics SaaS for 2 years — built and shipped a platform that is now used by 60+ freight forwarding and logistics companies. Ship fast, use data to validate, kill ideas with the same discipline used to generate them. WORK EXPERIENCE Senior Product Manager Logi9 Technologies Pvt. Ltd. (Supply Chain SaaS, Series A, 70 employees), Bengaluru · Jul 2021 – Present — Sole PM for the platform's first 2 years; now leads a 2-person PM team as the team has grown — Owns the multi-modal shipment tracking, carrier management, and exception handling product areas — Built the platform's core architecture in the first 6 months: data model, module structure, and integration priorities — based on 8 weeks of field research at 10 logistics companies across Bengaluru, Chennai, and Mumbai — Shipped 15 features in 4 years; killed 5 — two were killed at PRD stage after discovery showed the assumption was wrong, three were killed post-launch within 30 days — Manages the PM team of 2 junior PMs; runs weekly 1:1s and bi-weekly product reviews — Has sat in on 100+ customer discovery, onboarding, and check-in calls — no filtering through a customer success layer Senior Supply Chain Analyst Mahindra Logistics Ltd., Bengaluru · Apr 2019 – Jun 2021 — Managed carrier allocation, capacity planning, and exception management for 4 enterprise client accounts across the South India region — Led a cross-client carrier consolidation initiative that saved n22L annually in freight costs across the managed accounts — Onboarded 2 new client accounts onto the TMS platform — coordinated between client teams, Mahindra's IT, and the platform vendor Supply Chain Analyst Mahindra Logistics Ltd., Bengaluru · Jan 2018 – Mar 2019 — Demand planning, carrier scheduling, and delivery exception coordination for 2 FMCG client accounts — Redesigned the delivery exception escalation matrix after a recurring delay in routing critical issues; new matrix adopted by the regional ops team EDUCATION B.E., Chemical Engineering · NIT Surathkal · 2013–2017 · CGPA 8.0/10 SKILLS & CERTIFICATIONS Product strategy · Supply chain & logistics operations · Multi-modal freight · JIRA · Figma · SQL · Tableau · Mixpanel · CargoWise (working knowledge) APICS CSCP (2020) · Product-Led Growth Certification – OpenView (2022)
Redacted: name ×1, email ×1, phone ×1, profile url ×1
5
Interview brief
Briefs are written when you shortlist a candidate.
6
Email draft
An offer or rejection draft is prepared once you make a decision. Nothing is ever sent without your approval.
Audit trail (2)
- 9/29/2026, 11:02:56 AMsystemanalysis completed{"PM_score":64,"SPM_score":44}
- 9/29/2026, 11:01:29 AMsystemcv ingested{"file":"spm_19_poornima_nair.pdf","role":"SPM","redactions":{"name":1,"email":1,"phone":1,"profile_url":1},"name_detected":true}