Give every employee more capacity to do their best work with AI.

Give employees up to 2–3× more AI capacity without increasing spend, by matching the right model to every task — without compromising quality.

Debug the API timeout across the frontend and service.

Lightpass recommendation↓ 80% lower rate

GPT-6 Astra · HighGPT-6.1 Sol · High

ChatGPT Work · when available

Supported by the AI tools your team already uses

Claude

ChatGPT

Gemini

The problem

AI limits slow teams down. Overspending doesn’t have to.

01
AI limits slow teams down.
Employees hit their AI limits and hold back just when the work needs momentum.
02
Organizations pay too much.
Without task-level guidance, organizations may be paying 2–3× more than necessary.
03
One default does not fit every task.
A status update, code review, and architecture decision should not use the same AI setting.

How Lightpass works

Clear guidance for employees. Control and visibility for admins.

Lightpass works where employees already use AI: a desktop or web widget guides the model choice in each conversation, while an admin dashboard shows the organization-wide impact.

For employees

Use Lightpass in:✓ Desktop app✓ Web app

Lightpass widget

Review this pull request and identify potential issues.

Lightpass recommendation

Opus 5 → Haiku

What Lightpass does

It recommends the best model for this conversation and shows the cost difference from the employee’s current default.

→

For admins

Manage AI use across the organization.

Admin dashboardOrganization-wide

See AI adoption, model usage and optimization opportunities by team and task.

Organization overview

8,420AI conversations

1,276Recommendations

$48.6kPotential savings

Engineering2,840

Product1,970

Operations1,420

Realized impact

$32.4ksaved after employees adopted recommendations1,860more tasks completed with recovered AI capacity

What the company gets

Confident AI use

More employees using AI

Every conversation has a clear model recommendation, so employees can move forward without guessing.

More work gets done

More output from the same capacity

Tasks use the right level of AI, giving teams more room to use AI where it helps.

More value from the budget

Less unnecessary spend

Admins can see where expensive defaults are used and manage the opportunity without compromising quality.

The solution

The right model for every task. More output from every team.

Lightpass matches each task with the model and level of reasoning it needs—so employees can get more done before they hit their limits, without paying for more AI power than the work requires.

Developer

Match the engineering task to the right level of reasoning.

Your task

Lightpass recommendationThe model that fits the work

What the employee uses (default)The same model for every task

Implementation

Implement a small function with acceptance tests

Lightpass recommendation GPT-5.6 TerraMedium reasoning ↓ 78%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Debugging

Debug across frontend and API components

Lightpass recommendation GPT-6.1 SolHigh reasoning ↓ 80%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Architecture

Design a distributed-system architecture

Lightpass recommendation GPT-6 AstraHigh reasoning 0%Good fit

What the employee uses (default) GPT-6 AstraHigh reasoning

Product Manager

Give routine product work the speed it needs—and strategy the depth it needs.

Your task

Lightpass recommendationThe model that fits the work

What the employee uses (default)The same model for every task

User stories

Write user stories from an approved product spec

Lightpass recommendation GPT-5.6 TerraMedium reasoning ↓ 78%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Roadmap prioritization

Prioritize a roadmap using supplied evidence

Lightpass recommendation GPT-5.6 SolHigh reasoning ↓ 60%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Product strategy

Build product strategy across markets and constraints

Lightpass recommendation GPT-6 AstraHigh reasoning 0%Good fit

What the employee uses (default) GPT-6 AstraHigh reasoning

Marketing

Use the right level for writing, analysis, and strategy.

Your task

Lightpass recommendationThe model that fits the work

What the employee uses (default)The same model for every task

Campaign copy

Draft campaign copy from an approved brief

Lightpass recommendation GPT-5.6 TerraMedium reasoning ↓ 78%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Campaign analysis

Analyze conversion changes in a campaign

Lightpass recommendation GPT-5.6 SolHigh reasoning ↓ 60%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Go-to-market strategy

Build a multi-market GTM strategy

Lightpass recommendation GPT-6 AstraHigh reasoning 0%Good fit

What the employee uses (default) GPT-6 AstraHigh reasoning

Analyst

Move quickly through structured data, then add depth where it matters.

Your task

Lightpass recommendationThe model that fits the work

What the employee uses (default)The same model for every task

Data formatting

Convert a CSV to a specified JSON schema

Lightpass recommendation GPT-5.6 LunaLow reasoning ↓ 97.8%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Data analysis

Analyze a dataset for missing values and trends

Lightpass recommendation GPT-5.6 SolHigh reasoning ↓ 60%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Causal inference

Design a causal-inference analysis

Lightpass recommendation GPT-6 AstraHigh reasoning 0%Good fit

What the employee uses (default) GPT-6 AstraHigh reasoning

Sales & Customer Success

Keep outreach moving while reserving depth for complex decisions.

Your task

Lightpass recommendationThe model that fits the work

What the employee uses (default)The same model for every task

Sales outreach

Draft a sales email from a prospect profile

Lightpass recommendation GPT-5.6 TerraMedium reasoning ↓ 78%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Pipeline analysis

Analyze the sales pipeline and bottlenecks

Lightpass recommendation GPT-5.6 SolHigh reasoning ↓ 60%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Sales strategy

Build enterprise sales strategy with competing constraints

Lightpass recommendation GPT-6 AstraHigh reasoning 0%Good fit

What the employee uses (default) GPT-6 AstraHigh reasoning

Operations

Use less AI power for routine work and more only for cross-team redesign.

Your task

Lightpass recommendationThe model that fits the work

What the employee uses (default)The same model for every task

Operating procedures

Draft an operating procedure from approved steps

Lightpass recommendation GPT-5.6 TerraMedium reasoning ↓ 78%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Bottleneck analysis

Analyze an operations bottleneck using cycle times

Lightpass recommendation GPT-5.6 SolHigh reasoning ↓ 60%lower model cost

What the employee uses (default) GPT-6 AstraHigh reasoning

Workflow redesign

Redesign an end-to-end workflow across departments

Lightpass recommendation GPT-6 AstraHigh reasoning 0%Good fit

What the employee uses (default) GPT-6 AstraHigh reasoning

Examples use Lightpass’s current task catalogue. OpenAI examples are available in ChatGPT Work where the model is available. “Lower” compares Work Standard rates against GPT-6 Astra using the same 10,000 input and 2,000 billed output tokens. It is a rate comparison, not a promise about token use, quality, quota, or savings for a specific employee.

Always up to date

The right model today may not be the right model tomorrow.

Models evolve, pricing shifts, and new evidence emerges. Lightpass keeps recommendations current, so your team does not have to keep up.

Updated

Model capabilities

A new model may be a better fit for coding, writing, or analysis.

Price change

Pricing and availability

A price or plan change can make a different model the lower-cost option.

New evidence

Evidence and outcomes

New benchmarks or repeated outcomes can confirm a better fit for a task.

LightpassUpdated recommendation

A current, evidence-backed recommendation for your team.

→

Admin

Find where to optimize. See the savings potential.

01
Optimization opportunities Identify where employees are using more AI power than their tasks require — and where the biggest opportunities to optimize are.
02
Savings visibility Track the impact of Lightpass recommendations and see how much further your AI budget can go.
03
Usage by task See what employees use AI for — across development, product, marketing, sales, analysis, and operations.
04
Spend by model Understand which models are consuming your AI budget and where that spend comes from.
05
Usage by team & employee See how AI usage and consumption vary across your organization.

From individual AI decisions to organization-wide savings.

Admin dashboardOrganization-wide

Realized savings$32.4kSavings realized after employees adopted Lightpass recommendations.

Additional output1,860Additional tasks completed with the same AI budget.

AI conversations8,420across your teams

Optimization opportunities$48.6kpotential savings

Recommendations adopted1,276employee decisions

Recommendations adopted by team

TeamAdoptedRate

Engineering48682%

Product35261%

Operations22444%

Most adopted model switches

Model switchAdoptedRate

GPT-6 Astra → GPT-6.1 Sol41874%

Claude Opus 5.5 → Claude Haiku 4.528668%

Learning

Lightpass improves with your team.

Start with evidence

Every recommendation starts with an authored rationale and named evidence.

Learn from real outcomes

Lightpass continuously learns which recommendations work well for your team.

Continuously improve guidance

Real outcomes continuously refine which recommendations Lightpass presents for each task.

Recommendations remain authored; your team’s real results improve the fit over time.

Pricing

Start with a pilot. See the savings potential first.

Run Lightpass with a selected group of employees for one month — on us.

We handle the implementation, help you choose the right pilot group, and show you where AI usage can be optimized before you commit.

After the pilot

Pro

For organizations with up to 1,000 employees

Bring Lightpass across your organization and continuously optimize employee AI usage.

Employee recommendations in the flow of work
Organization-wide optimization visibility
Savings tracking
Usage insights by employee, team, task, and model
Recommendations kept current as models and pricing change
Free pilot included

Talk to us

Enterprise

For organizations with 1,000+ employees

A tailored Lightpass deployment for larger organizations, with pricing based on organization size.

Everything in Pro
Pricing tailored to organization size
Free pilot across multiple teams
Guided implementation
Enterprise rollout support

Custom pricing

Talk to our team

Spend less on AI. Get more done with it.

Reduce unnecessary AI spend across your organization while giving employees more capacity to use AI where it makes them more effective.

AI capacityMore work, same budget

2.4×more room for everyday tasks

Right fitfor each task

Give every employee more capacity to do their best work with AI.

AI limits slow teams down. Overspending doesn’t have to.

AI limits slow teams down.

Organizations pay too much.

One default does not fit every task.

Clear guidance for employees. Control and visibility for admins.

Confident AI use

More work gets done

More value from the budget

The right model for every task. More output from every team.

Match the engineering task to the right level of reasoning.

Implementation

Debugging

Architecture

Give routine product work the speed it needs—and strategy the depth it needs.

User stories

Roadmap prioritization

Product strategy

Use the right level for writing, analysis, and strategy.

Campaign copy

Campaign analysis

Go-to-market strategy

Move quickly through structured data, then add depth where it matters.

Data formatting

Data analysis

Causal inference

Keep outreach moving while reserving depth for complex decisions.

Sales outreach

Pipeline analysis

Sales strategy

Use less AI power for routine work and more only for cross-team redesign.

Operating procedures

Bottleneck analysis

Workflow redesign

The right model today may not be the right model tomorrow.

Model capabilities

Pricing and availability

Evidence and outcomes

Find where to optimize. See the savings potential.

Lightpass improves with your team.

Start with evidence

Learn from real outcomes

Continuously improve guidance

Start with a pilot. See the savings potential first.

Pro

Enterprise

Spend less on AI. Get more done with it.