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Product and engineering
- Pain point
A missed weather window buries crews in re-flights
SentimentNegativeProduct areaMission PlannerScreen share1In the customer's words2Tied to the accountPain point
A problem a customer raised, in their own words, tied to the account it came from.
- JTBD
Keep an inspection window on track when the weather turns
ImportanceHighSatisfaction todayLowJTBD
The real job behind the request, mapped to the flow it sits in.
- Insight
Crews who see a confidence reason act on 2x more anomalies
SourceField research ride-alongsImpactHighProduct areaAnomaly detectionAcross the last eight field ride-alongs, every crew that saw a short reason for a severity score acted on the…Share to User InsightsInsight
A research finding backed by evidence quotes and a confidence level.
- Behavior observation
Crews mute the tablet alerts on windy tower sites
ParticipantNorthGrid crewSessionField ride-along, Jul 6Screen share1What the user did2No visual fallbackBehavior observation
Capture a real user behavior or segment pattern the moment research surfaces it.
- Decision
Pull forward explainable anomaly confidence before winter
Product areaAnomaly detectionDecided onJul 6Decision
Capture what you decided, why, and what you ruled out.
Compute battery margin from the mission's real wind profile
Prompt
Estimate remaining battery margin from the mission's forecast wind profile, not still-air…Context
The planner currently assumes still air, so cold crosswinds silently eat endurance and dro…Fix with Claude CodeCoding-agent prompt
A ready-to-run engineering prompt with task, context, and acceptance criteria.
- Product feedback
The severity score feels like a black box, not a call
SourceField interviewSentimentNegativeScreen share1Requested change2Pointed at a product areaProduct feedback
Feedback from the call, sorted into a change request and pointed at the right product area.
- Root cause
Battery margin computed for still air, not crosswind
Categorycode/designFound inWind-farm early returnsRoot cause
The real cause behind an incident, with the evidence that proves it.
- Progress update
Mei: battery-margin warning rollout, week of Jul 6
PersonMeiWeekJul 6, 2026GoalCut early-return abortsShipped the crosswind battery-margin warning to 10 percent of mi… · blocked on reliability sign-offon track, battery-margin warning shippedUpdateProgress update
Done, next, and blocked, captured the moment the meeting ends.
- Goal
VentoWorks: cut blade-inspection downtime 40% by Q3
AccountVentoWorksDesired outcome40% less blade-inspection downtimeScreen share1The outcome they want2By end of quarterGoal
The outcome a customer wants and the timeframe they want it by.
- Blocker
False-positive thermal alerts blocking the winter release
BlocksWinter inspection releaseProduct areaAnomaly detectionBlocker
Name what's stalling the work, who owns it, and what it holds up.
- Suggested ticket
Thermal overlay misaligns on tall towers
SeverityMediumProduct areaField Operator AppThe thermal overlay drifts from the RGB image on tall towers, so a hot spot on the tablet lands a few metres o…Open issue in GitHubSuggested ticket
A drafted bug or task, ready for GitHub, Linear, or Jira.
- Risk
Champion at NorthGrid leaving before the renewal
LikelihoodHighImpactHighRisk
Capture a threat to an objective with its likelihood, impact, and mitigation plan.
- Usability finding
Crews miss the reason-for-severity behind the anomaly pin
SeverityHighConfidenceMediumScreen share1Where the task broke2Friction point3Severity: highUsability finding
One usability problem, captured with the task, the friction, and severity.
- Lesson learned
Endurance models need a cold-weather safety margin
Source incidentWind-farm early returnsProduct areaAutonomyAny endurance estimate that drives a go/no-go decision needs a modeled safety margin for the conditions, not a…Lesson learned
A lesson from the retro, paired with the action that prevents the repeat.
- Action item
Two teams blocked on the Atlas Cloud API
Due dateJul 11Product areaAutonomyMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action itemNorthGrid renewal at risk before winter inspections
Due dateJul 11Product areaAutonomyMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action itemModel cold-crosswind battery draw in the route planner
Due dateJul 11Product areaAutonomyPriorityHighMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action item
Every commitment from a meeting, with an owner, a due date, and the source it came from.
- Open question
Should crews be able to override a severe anomaly on-site?
PriorityMediumProduct areaField Operator AppThe new field flow lets a crew mark a severe anomaly as reviewed before dispatch. Should crews be able to over…Open question
Every unresolved question captured, with a name attached to it.
- Feature request
Export an audit-ready report per inspected asset
PriorityHighRequested byPriya Nair, NorthGrid EnergyProduct areaCustomer PortalA one-click export of each asset's inspection as a report regulators accept: findings, thermal imagery, severi…Prototype with CodexFeature request
Capture who asked for what, the use case behind it, and the product area it touches.
- Competitor mention
SkyVantage keeps coming up in utility deals for its report exports
CompetitorSkyVantageCategoryFeature gapImpactHighPriya Nair at NorthGrid said their evaluation committee is also looking at SkyVantage. Their inspectors liked…Share to SalesCompetitor mention
A competitor the prospect named, with the context and how they felt about it.
Founders and leadership
- Insight
Crews who see a confidence reason act on 2x more anomalies
SourceField research ride-alongsImpactHighProduct areaAnomaly detectionAcross the last eight field ride-alongs, every crew that saw a short reason for a severity score acted on the…Share to User InsightsInsight
A research finding backed by evidence quotes and a confidence level.
- JTBD
Keep an inspection window on track when the weather turns
ImportanceHighSatisfaction todayLowJTBD
The real job behind the request, mapped to the flow it sits in.
- Behavior observation
Crews mute the tablet alerts on windy tower sites
ParticipantNorthGrid crewSessionField ride-along, Jul 6Screen share1What the user did2No visual fallbackBehavior observation
Capture a real user behavior or segment pattern the moment research surfaces it.
- Stakeholder
Priya Nair, Inspection Manager at NorthGrid Energy
RoleInspection ManagerCompanyNorthGrid EnergyInfluenceDecision makerPriya runs inspections across NorthGrid's substations and transmission lines and signs off on new tooling, but…Update contact in HubSpotStakeholder
Every person in the deal, with their role, influence, and where they stand.
- Blocker
False-positive thermal alerts blocking the winter release
BlocksWinter inspection releaseProduct areaAnomaly detectionBlocker
Name what's stalling the work, who owns it, and what it holds up.
- Pain point
A missed weather window buries crews in re-flights
SentimentNegativeProduct areaMission PlannerScreen share1In the customer's words2Tied to the accountPain point
A problem a customer raised, in their own words, tied to the account it came from.
- Deal qualification
Winter inspection pilot at NorthGrid Energy
CompanyNorthGrid EnergyValue$240,000 / yrClose dateAug 15NorthGrid wants Atlas for its winter substation inspections, roughly 40 sites across three regions. Priya Nair…Update account in HubSpotDeal qualification
Every deal scored on your framework, with the gaps you still need to close flagged.
- Action item
Two teams blocked on the Atlas Cloud API
Due dateJul 11Product areaAutonomyMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action itemNorthGrid renewal at risk before winter inspections
Due dateJul 11Product areaAutonomyMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action itemModel cold-crosswind battery draw in the route planner
Due dateJul 11Product areaAutonomyPriorityHighMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action item
Every commitment from a meeting, with an owner, a due date, and the source it came from.
- Decision
Pull forward explainable anomaly confidence before winter
Product areaAnomaly detectionDecided onJul 6Decision
Capture what you decided, why, and what you ruled out.
- Competitor mention
SkyVantage keeps coming up in utility deals for its report exports
CompetitorSkyVantageCategoryFeature gapImpactHighPriya Nair at NorthGrid said their evaluation committee is also looking at SkyVantage. Their inspectors liked…Share to SalesCompetitor mention
A competitor the prospect named, with the context and how they felt about it.
- Usability finding
Crews miss the reason-for-severity behind the anomaly pin
SeverityHighConfidenceMediumScreen share1Where the task broke2Friction point3Severity: highUsability finding
One usability problem, captured with the task, the friction, and severity.
- Root cause
Battery margin computed for still air, not crosswind
Categorycode/designFound inWind-farm early returnsRoot cause
The real cause behind an incident, with the evidence that proves it.
- Objection
Per-drone pricing does not fit RailSpan's seasonal inspection peaks
CategoryPricing / PackagingRaised byMarcus BellSeverityHighMarcus Bell, operations lead at RailSpan Nordic, pushed back on per-drone pricing. Their inspection volume spi…Share to SalesObjection
An objection captured word for word, plus how the rep handled it.
- Feature request
Export an audit-ready report per inspected asset
PriorityHighRequested byPriya Nair, NorthGrid EnergyProduct areaCustomer PortalA one-click export of each asset's inspection as a report regulators accept: findings, thermal imagery, severi…Prototype with CodexFeature request
Capture who asked for what, the use case behind it, and the product area it touches.
- Risk
Champion at NorthGrid leaving before the renewal
LikelihoodHighImpactHighRisk
Capture a threat to an objective with its likelihood, impact, and mitigation plan.
- Lesson learned
Endurance models need a cold-weather safety margin
Source incidentWind-farm early returnsProduct areaAutonomyAny endurance estimate that drives a go/no-go decision needs a modeled safety margin for the conditions, not a…Lesson learned
A lesson from the retro, paired with the action that prevents the repeat.
Compute battery margin from the mission's real wind profile
Prompt
Estimate remaining battery margin from the mission's forecast wind profile, not still-air…Context
The planner currently assumes still air, so cold crosswinds silently eat endurance and dro…Fix with Claude CodeCoding-agent prompt
A ready-to-run engineering prompt with task, context, and acceptance criteria.
- Churn / expansion signal
NorthGrid weekly missions down to 38%, renewal in 90 days
DirectionChurn riskSeverityHighAccountNorthGrid EnergyPriya Nair reports weekly missions down to 38 percent from 72 at pilot start, and she can no longer export an…Update account in HubSpotChurn / expansion signal
Catch the accounts pulling away and the ones ready to grow, with the quotes that prove it.
- Open question
Should crews be able to override a severe anomaly on-site?
PriorityMediumProduct areaField Operator AppThe new field flow lets a crew mark a severe anomaly as reviewed before dispatch. Should crews be able to over…Open question
Every unresolved question captured, with a name attached to it.
- Buying signal
Priya Nair wants Atlas live before winter and asks for a 3-substation pilot
StrengthStrongSignal typeTimelineAccountNorthGrid EnergyPriya Nair said "We need Atlas covering our substations before the winter inspection window" and then asked "C…Buying signal
A sign a prospect intends to buy, rated for strength and tied to the deal.
- Progress update
Mei: battery-margin warning rollout, week of Jul 6
PersonMeiWeekJul 6, 2026GoalCut early-return abortsShipped the crosswind battery-margin warning to 10 percent of mi… · blocked on reliability sign-offon track, battery-margin warning shippedUpdateProgress update
Done, next, and blocked, captured the moment the meeting ends.
Consultants and clients
- Goal
VentoWorks: cut blade-inspection downtime 40% by Q3
AccountVentoWorksDesired outcome40% less blade-inspection downtimeScreen share1The outcome they want2By end of quarterGoal
The outcome a customer wants and the timeframe they want it by.
- Lesson learned
Endurance models need a cold-weather safety margin
Source incidentWind-farm early returnsProduct areaAutonomyAny endurance estimate that drives a go/no-go decision needs a modeled safety margin for the conditions, not a…Lesson learned
A lesson from the retro, paired with the action that prevents the repeat.
- Blocker
False-positive thermal alerts blocking the winter release
BlocksWinter inspection releaseProduct areaAnomaly detectionBlocker
Name what's stalling the work, who owns it, and what it holds up.
- Product feedback
The severity score feels like a black box, not a call
SourceField interviewSentimentNegativeScreen share1Requested change2Pointed at a product areaProduct feedback
Feedback from the call, sorted into a change request and pointed at the right product area.
- Progress update
Mei: battery-margin warning rollout, week of Jul 6
PersonMeiWeekJul 6, 2026GoalCut early-return abortsShipped the crosswind battery-margin warning to 10 percent of mi… · blocked on reliability sign-offon track, battery-margin warning shippedUpdateProgress update
Done, next, and blocked, captured the moment the meeting ends.
- JTBD
Keep an inspection window on track when the weather turns
ImportanceHighSatisfaction todayLowJTBD
The real job behind the request, mapped to the flow it sits in.
- Action item
Two teams blocked on the Atlas Cloud API
Due dateJul 11Product areaAutonomyMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action itemNorthGrid renewal at risk before winter inspections
Due dateJul 11Product areaAutonomyMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action itemModel cold-crosswind battery draw in the route planner
Due dateJul 11Product areaAutonomyPriorityHighMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action item
Every commitment from a meeting, with an owner, a due date, and the source it came from.
- Open question
Should crews be able to override a severe anomaly on-site?
PriorityMediumProduct areaField Operator AppThe new field flow lets a crew mark a severe anomaly as reviewed before dispatch. Should crews be able to over…Open question
Every unresolved question captured, with a name attached to it.
- Decision
Pull forward explainable anomaly confidence before winter
Product areaAnomaly detectionDecided onJul 6Decision
Capture what you decided, why, and what you ruled out.
- Usability finding
Crews miss the reason-for-severity behind the anomaly pin
SeverityHighConfidenceMediumScreen share1Where the task broke2Friction point3Severity: highUsability finding
One usability problem, captured with the task, the friction, and severity.
- Insight
Crews who see a confidence reason act on 2x more anomalies
SourceField research ride-alongsImpactHighProduct areaAnomaly detectionAcross the last eight field ride-alongs, every crew that saw a short reason for a severity score acted on the…Share to User InsightsInsight
A research finding backed by evidence quotes and a confidence level.
Sales and GTM
- Product feedback
The severity score feels like a black box, not a call
SourceField interviewSentimentNegativeScreen share1Requested change2Pointed at a product areaProduct feedback
Feedback from the call, sorted into a change request and pointed at the right product area.
- Deal qualification
Winter inspection pilot at NorthGrid Energy
CompanyNorthGrid EnergyValue$240,000 / yrClose dateAug 15NorthGrid wants Atlas for its winter substation inspections, roughly 40 sites across three regions. Priya Nair…Update account in HubSpotDeal qualification
Every deal scored on your framework, with the gaps you still need to close flagged.
- Action item
Two teams blocked on the Atlas Cloud API
Due dateJul 11Product areaAutonomyMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action itemNorthGrid renewal at risk before winter inspections
Due dateJul 11Product areaAutonomyMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action itemModel cold-crosswind battery draw in the route planner
Due dateJul 11Product areaAutonomyPriorityHighMei will teach the Mission Planner to factor crosswind power draw into the battery-margin estimate, so a plann…Action item
Every commitment from a meeting, with an owner, a due date, and the source it came from.
- Risk
Champion at NorthGrid leaving before the renewal
LikelihoodHighImpactHighRisk
Capture a threat to an objective with its likelihood, impact, and mitigation plan.
- Stakeholder
Priya Nair, Inspection Manager at NorthGrid Energy
RoleInspection ManagerCompanyNorthGrid EnergyInfluenceDecision makerPriya runs inspections across NorthGrid's substations and transmission lines and signs off on new tooling, but…Update contact in HubSpotStakeholder
Every person in the deal, with their role, influence, and where they stand.
- Goal
VentoWorks: cut blade-inspection downtime 40% by Q3
AccountVentoWorksDesired outcome40% less blade-inspection downtimeScreen share1The outcome they want2By end of quarterGoal
The outcome a customer wants and the timeframe they want it by.
- Pain point
A missed weather window buries crews in re-flights
SentimentNegativeProduct areaMission PlannerScreen share1In the customer's words2Tied to the accountPain point
A problem a customer raised, in their own words, tied to the account it came from.
- Feature request
Export an audit-ready report per inspected asset
PriorityHighRequested byPriya Nair, NorthGrid EnergyProduct areaCustomer PortalA one-click export of each asset's inspection as a report regulators accept: findings, thermal imagery, severi…Prototype with CodexFeature request
Capture who asked for what, the use case behind it, and the product area it touches.
- Behavior observation
Crews mute the tablet alerts on windy tower sites
ParticipantNorthGrid crewSessionField ride-along, Jul 6Screen share1What the user did2No visual fallbackBehavior observation
Capture a real user behavior or segment pattern the moment research surfaces it.
- Churn / expansion signal
NorthGrid weekly missions down to 38%, renewal in 90 days
DirectionChurn riskSeverityHighAccountNorthGrid EnergyPriya Nair reports weekly missions down to 38 percent from 72 at pilot start, and she can no longer export an…Update account in HubSpotChurn / expansion signal
Catch the accounts pulling away and the ones ready to grow, with the quotes that prove it.
- Objection
Per-drone pricing does not fit RailSpan's seasonal inspection peaks
CategoryPricing / PackagingRaised byMarcus BellSeverityHighMarcus Bell, operations lead at RailSpan Nordic, pushed back on per-drone pricing. Their inspection volume spi…Share to SalesObjection
An objection captured word for word, plus how the rep handled it.
- Competitor mention
SkyVantage keeps coming up in utility deals for its report exports
CompetitorSkyVantageCategoryFeature gapImpactHighPriya Nair at NorthGrid said their evaluation committee is also looking at SkyVantage. Their inspectors liked…Share to SalesCompetitor mention
A competitor the prospect named, with the context and how they felt about it.
- Buying signal
Priya Nair wants Atlas live before winter and asks for a 3-substation pilot
StrengthStrongSignal typeTimelineAccountNorthGrid EnergyPriya Nair said "We need Atlas covering our substations before the winter inspection window" and then asked "C…Buying signal
A sign a prospect intends to buy, rated for strength and tied to the deal.
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