“We need a backend engineer.”
Turn your actual authentication, payment and delivery needs into a clear mission, required experience and first useful outcomes.
Try the role brief ↗For digital businesses with paid customer journeys
Find what costs you.Fix it one step at a time.
Your code, infrastructure, security, payments, analytics, advertising and support tell parts of the same story. Lens connects them and turns findings into precise actions with an inspectable financial impact.
No account required · Sample data · No live systems connected
Built around your infrastructureSmall, specific correctionsMonthly and annual value
Ads Lens
Purchase campaigns use incomplete payment signals.
A purchase goal misses the card-payment conversion. The marketing team is making decisions on part of the picture.
Campaign→Analytics→Payment
Illustrative annual potential
+$72,000/ year
$6,000 / month · scenario assumption
Validate the successful-purchase signal and select the right conversion goal.
Inspect the finding and calculation ↗Bring the systems you already useLogs & crashesPaymentsAnalyticsAd platformsCode & securitySupport & CRM
The advantage is the connection
Why did this campaign stop working?
The answer might be in the campaign. It might also be a missing purchase event, a broken checkout or a customer who never received the service.
The business question
“We are spending. Why aren’t we seeing purchases?”
Lens checks the chain before recommending where to act.
Try this question ↗01
Verify the signal
Do recorded events match real purchases, the right brand and the right value?
02
Trace the customer outcome
Did payment finish? Did the app stay open? Could the customer use the product?
03
Make the smallest useful change
Fix the event, setting, code path or service process supported by the evidence.
04
Check what improved
Compare expected benefit with a verified result after implementation.
Ask Lens
Start with your business question.
Follow the evidence across your systems, understand the likely cause, and identify a precise next action.
Ask Lens in the demo ↗Product LensWhy do users leave before the purchase screen? ↗Analytics LensCan we trust the purchase numbers? ↗Dialog LensWhich replies leave customers stuck? ↗Security LensDoes this new threat affect our running product? ↗Try a scripted example or save a custom check plan. No live systems are connected.
One Lens. Connected expertise.
Follow the problem across teams.
Each view helps the right person act. The finding, evidence and customer outcome stay connected.
Code Lens · Before production
Catch the change that could stop a day of sales.
Review source changes every night and inspect security-sensitive paths before release. Give developers a concrete finding, a focused correction and a check for the candidate build.
One release. More than one check.
A security update can also break existing clients. Verify both the protection and the customer journey: sign in, refresh a session and complete a purchase.
Explore the JWT release case ↗Demo review examples. Live repository checks and their cadence are configured during setup.
Security Lens · Current exposureA new threat.
Explore Security Lens ↗A new threat.
A specific response for your product.
Connect public advisories to the versions, images, cloud access and agent permissions your product actually uses. Know what needs attention even when your team has not shipped a change.
Does it affect us?
Check deployed versions, configuration and actual access. Keep a possible exposure separate from evidence of an intrusion.
What should change?
A focused patch, clean rebuild, credential rotation or permission correction, with a responsible owner.
Has it been resolved?
Verify the running fix and the legitimate customer journey. Review execution separately from recommendation.
The cards below are fictional customer scenarios inspired by public PHP, GitLab, LiteLLM, Railway and agent-security reports from 21 October 2026. Sources and limits are available inside each case. No customer exposure is established. Loss amounts are hypothetical demo scenarios, not measured damage or guaranteed savings; monthly figures are annual equivalents.
Code Lens and Security Lens work together.
Code Lens reviews changes before release. Security Lens checks new threats against the running product, its delivery chain and its access. Reviewed response policies can connect the resulting actions to existing security controls.
Try the exposure check ↗HR Lens · People and capacityThe right role.
The right role.
The right cover, when customers arrive.
Describe the position. Lens uses the product’s context to draft the job, recommend sourcing channels and prepare a shortlist for your team to review.
Your customers are awake. Your team is off shift.
Find the mismatch between customer arrivals and staffing across time zones. Plan extra cover before a promotion, holiday or overnight surge.
Explore the staffing scenarios ↗Surface overload and listen to the team.
Bring together agreed working hours, blocked tasks and voluntary, anonymous workload check-ins. Help managers resolve the work conditions behind the pressure.
See the team signals ↗The demo uses synthetic roles, profiles and planning inputs. Team feedback is voluntary; workplace messages are not used to infer employee emotions or mental health.
Small corrections. Clear value.
Open the working demo ↗What a useful finding looks like.
Six anonymized investigation patterns, one support-quality scenario and an owner-reported JWT release story. Five Security Lens scenarios with labelled demo loss estimates appear in the security section above. All financial values are illustrative assumptions, not measured customer results. Each financial model states its run-rate or recurrence assumptions; a one-off outage is not treated as a permanent daily loss.
We adapt to your stackYour infrastructure.
Your infrastructure.
Your sources.
Our integration work.
The Lens team connects your accessible data using existing adapters or builds the missing integration for your environment. Modern LLMs speed up understanding APIs, schemas and code; engineers validate the mapping and the result.
You do not need to fit your business into a fixed connector menu. Access, source capabilities and delivery scope are agreed during setup.
Explore integration setup01
Business records
Payments, subscriptions, orders, refunds and the authoritative database.
02
Code & operations
Repositories, deployments, logs, crashes and infrastructure metrics.
03
Growth & measurement
Advertising platforms, attribution, analytics and event exports.
04
People & processes
CRM, support systems, conversations, ownership and customer outcomes.
Value you can inspectThe amount is only useful
The amount is only useful
when the calculation is clear.
See the annual opportunity, its monthly basis, assumptions and evidence. After a change, measure the result before calling it recovered value.
Open the sample reportPotential, exposure and realized value
Different meanings stay separate. A tracking gap is not a wasted-spend percentage.
One outcome counted once
Linked Ads, Analytics and Incident findings share financial context.
Small changes with a verification plan
A concrete correction, an accountable owner and a clear test of improvement.
Start with your own dataA 14-day trial.
A 14-day trial.
A scope that fits your business.
After the trial, agree a custom price based on data volume, sources and analysis needs. AI processing and delivery effort are included.
Connect
Choose an important journey and an initial set of sources.
Investigate
Review findings, precise corrections and financial assumptions.
Continue
Agree the scope and price, then expand checks and coverage.
Questions about Lens? Send a demo request to our sales team.