One recorded Actionairy workflow connects a conversation, People and Market context, expected MRR and approved engineering. Real native taps and web footage follow the same Work. The actual code change is an animated replay. The internal demonstration uses synthetic voice and narration; the positive MRR scenario and revenue curve are labeled examples, separate from the recorded task’s conditional forecast. Forecasts are conditional, not measured customer results.Read the walkthrough transcript.

Actionairy by Light Reach

Find the work. Grow your revenue.

Also on iOS & Android
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Built with ambitious teams.

  • NetRanksNetRanks
  • FigureFlowFigureFlow
  • SetmakerSetmaker
  • CoachnoteCoachnote
Actionairy · AI agents for product growth

Your next revenue opportunity
is hiding in the work.

Connect your people, market and product. Find what could win a customer, remove a buying obstacle or give people a reason to stay.

01 / Today

Find where growth is getting stuck.

Bring customer friction, product problems and market changes into one view. Find the opportunities worth investigating before spending another sprint on the wrong work.

THE GROWTH CONNECTION

Remove an obstacle between interest and purchase.

02 / Your agents

Put specialists on the growth question.

Ask what is stopping customers from buying, activating or staying. Agents investigate the evidence, compare approaches and propose work with the value and uncertainty visible.

THE GROWTH CONNECTION

Choose the work with the strongest case for value.

Explore the capabilities
03 / People

Get closer to the people who buy.

Find relevant connections and prepare better conversations. Carry buyer objections, unmet needs and follow-up commitments into the next product decision.

THE GROWTH CONNECTION

Turn a relevant connection into a better customer conversation.

04 / Market

Spot the opening in your market.

Follow relevant companies, key voices and industry changes. Investigate what a shift could mean for your positioning, offer or next product move.

THE GROWTH CONNECTION

Give the right customer a stronger reason to choose you.

05 / Work

Choose work by expected revenue.

Connect meetings, People and Market insights to the work. Compare expected additional MRR, uncertainty and agent delivery cost. Review the evidence, approve a focused change and follow it through delivery to customer outcomes.

THE GROWTH CONNECTION

Connect evidence to an approved, measurable change.

Revenue is the reason for the work

More customers. More value.
A stronger revenue curve.

Find the friction between interest and revenue. Prioritize changes with a credible upside, then measure whether they made a difference.

THE GROWTH LOOP

Find. Investigate. Improve.

Illustrative revenue path
An illustrative rising revenue curve connected to product improvementsThe curve illustrates the intended direction of growth over time. It contains no measured or forecast financial values.RevenueTime →Convert interestActivate customersEarn retention
A direction to work toward. Illustrative curve, not customer results or a financial forecast.
01 / WIN

Convert the right buyers.

Investigate objections, sharpen product proof and remove friction from the buying journey.

Measure qualified interest → customer
02 / ACTIVATE

Get customers to value.

Find confusing journeys and product failures that could stop a new customer getting started.

Measure signup → first value
03 / RETAIN

Give people a reason to stay.

Turn recurring feedback and unmet needs into focused improvements customers can feel.

Measure repeat use → retained revenue
From revenue question to focused work

Put the best growth idea
to work.

Investigate what could move revenue, choose the smallest useful change, and define how you will know it worked.

  1. 01

    Find the revenue question

    Bring a buyer objection, market opening or product friction into view, with its source attached.

    An opportunity grounded in evidence
  2. 02

    Investigate the upside

    Agents examine sources, alternatives, effort and uncertainty. Separate what is known from what needs testing.

    A value assessment you can challenge
  3. 03

    Approve a focused change

    Choose the scope and the outcome measure. Authorize implementation separately, with a spending limit.

    A bounded improvement to deliver
  4. 04

    Review the result

    Inspect the changes and checks, then compare the agreed business metric against its baseline. Use what you learn to choose the next move.

    Evidence for the next growth decision

You keep the authority. Discussing or accepting a finding does not authorize code changes, merge or release. Implementation requires explicit approval.

Powered by Compress

Context in.
Checked work out.

Compress prepares and compresses context, chooses an approved model, and executes work in an isolated workspace. You get the change, checks and usage together.

Explore Compress
Inside Compress
Compressed context. Governed models. Isolated execution.
Datacurve DeepSWEFull result
Compress Cloud64/113 tasks · Light Reach run · Sep 22, 2026
56.6%

Published leaderboard references

Claude Opus 4.8 max59% ±2%
GPT-6 Astra xhigh74% ±3%

Different harnesses and run conditions. Not a head-to-head test. Source, 20 Oct 2026

Actionairy by Light Reach

For teams ready to turn
product work into growth.

For founder-led B2B software and AI product teams with a live product and customers to win or keep. Start with one growth bottleneck and a focused next move.

The product

Find your next growth opportunity.

Actionairy is the product: AI agents connect customer evidence, market intelligence and product checks to find and investigate work that could grow revenue.

  • Customer, market and product evidence together
  • Value assessments with assumptions visible
  • A focused proposal you can approve
Start with your website
Hands-on support

Get the right work delivered.

Bring Light Reach’s senior product, design and engineering operators into a focused engagement. We help turn an investigated opportunity into a delivered improvement, with an agreed scope and outcome measure.

  • Guided setup around a real workflow
  • Delivery focused on a growth bottleneck
  • Conversion, activation or retention measures
Discuss your product with us

Start with one product, one growth question and a clear measure of success. Connections, delivery scope and spending limits are agreed together.

Light Reach client work · Setmaker
“We had demand from cultural institutions, but the public experience was not ready for those buyers until the story and controls caught up.”

Rupert, Setmaker

Read the Setmaker story
Evidence you can inspect

See what supports the claim.

Read the capability scope, dated demonstrations and development evaluations. Product checks, delivery verification and business outcomes each need their own evidence.

Capabilities and current proof Watch the product checks tutorial Development evaluations and limits

Questions, answered plainly.

Who is Actionairy for?

Founder-led B2B software and AI product teams with a live product and a growth bottleneck: converting interest, helping customers reach value, or giving them a reason to stay. Actionairy supports the investigation and work; Light Reach can provide hands-on delivery.

What happens when I start with my website?

You continue to Actionairy with your website supplied as company context. The initial preparation uses public information. Private tools require their own connection and authorization; submitting a website never approves a code change.

How do People and Market connect to the agents?

People brings meeting preparation, conversation evidence, commitments and relevant relationship suggestions into context. Market brings qualified readings about competitors, key voices and industry changes, with original sources attached. Agents use relevant authorized context when investigating a finding or discussing a next move with you.

What do the agents actually produce?

Depending on connected sources and supported workflows, agents can return research findings, product opportunities, value assessments, UX observations, reproduced browser failures, code reviews and operational or security findings. Proposed next steps appear in Work. Missing context and incomplete checks remain visible.

Does Actionairy make changes without my approval?

Background research and checks run within their authorized scope. Discussing or accepting a finding does not authorize implementation. Code changes require separate approval, and a reviewable change does not automatically merge or release.

Which connections do I need?

Start with your public website. Add your application URL for product context. GitHub, Calendar, relationship imports and product analytics are introduced when useful and require authorization. Supported checks depend on the product, access and environment; native mobile testing is outside the current browser worker’s scope.

Will Actionairy contact people for me?

People suggestions and preparation help you choose a relevant conversation and next step. Outreach remains your decision and handoff. Connecting a source or discussing an opportunity does not give an agent permission to send a message.

How does this help grow revenue?

Actionairy helps find and investigate work with a plausible route to revenue: resolving buyer objections, reducing product friction, improving activation or addressing reasons customers leave. Agree a baseline and measure before implementation. Value assessments keep their assumptions visible; the rising graph illustrates the goal, not measured customer results or a guaranteed return.

How does Light Reach work alongside Actionairy?

Actionairy is the product. Light Reach can provide guided setup and senior product, design or engineering help through a focused delivery engagement. We agree the workflow, scope, approval owner, automation limits and evidence of success before starting.

Find your next
revenue opportunity.

Bring your website. Start with one growth question and a focused plan for the work. Actionairy finds and investigates; Light Reach can help you deliver. Book a product conversation.

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