Reports no one fully trusts
Data lives across tools, spreadsheets, CRMs, and custom systems. Leadership loses confidence in the numbers.
Backend Systems & Infrastructure for Scaling Companies
Your systems are breaking. We fix the root cause.
Your team is drowning in manual workarounds, unreliable reports, and integrations that fail quietly. We diagnose the real failure points, stabilize what matters, and rebuild only what needs to scale.
Diagnose first. Fix what matters. Scale only what works.
- No generic pitch
- No forced full rewrite
- Root-cause diagnosis first
You are scaling. Your systems are not.
The symptoms show up slowly — then all at once. By the time leadership notices, the backend is already taxing operations:
Manual workarounds everywhere
Your team keeps patching broken workflows by hand instead of relying on clean systems.
Slow or fragile internal tools
Dashboards, portals, automations, or admin tools start slowing people down instead of helping them move faster.
Broken integrations
CRM, billing, dispatch, reporting, and operational tools do not sync cleanly, creating duplicate work and errors.
Technical teams stuck patching symptoms
Your developers or technical vendors keep fixing surface issues, but the same problems keep coming back.
Growth creates more chaos
More clients, locations, jobs, users, or acquisitions make the system harder to manage instead of more scalable.
You do not need another random tool. You need the systems behind the business to work properly.
This is not a tech problem. It is an operating problem.
When backend systems fail, the business bleeds: wasted team time, delayed decisions, bad reporting, lost visibility, slower onboarding, and constant operational firefighting.
- Teams spend hours compensating for broken systems
- Managers make decisions with incomplete or unreliable data
- Growth becomes harder because every new client, location, or workflow adds more complexity
- Leadership cannot clearly see what is working, what is broken, or what needs to scale
We fix the root systems creating the operational drag — so the business can move faster without adding more chaos.
Define the evidence before the work starts.
A useful engagement should make a specific operating problem easier to see and manage. The evidence depends on the workflow, so it is defined before delivery rather than estimated from generic benchmarks.
- A clear owner for each critical record and workflow state
- Manual handoffs identified at the point where they enter the process
- Reports that can be traced back to their source data
- Exceptions visible before they delay billing, decisions, or delivery
- Changes documented so the team can operate the system after handoff
The Growth Systems Review identifies which evidence matters before any paid work is scoped.
Examples of systems work
The kinds of operating problems Atom is built to diagnose and stabilize. Each example shows the scope and how evidence would be defined.
Compensation workflow stabilization
A remote operations team depended on manual review to make compensation and reporting workflows trustworthy.
The work focused on tracing source data, correcting backend workflow logic, and replacing recurring manual reconciliation with a process the team could inspect and maintain.
- FocusData flow and compensation logic
- MethodTargeted stabilization
- EvidenceDefined from source records
A comparable engagement would establish a baseline from the actual workflow, then measure review time and exception volume after the change.
Shared operations view
A creative operations team had project status, communications, intake, and delivery signals spread across separate tools.
The work focused on consolidating the relevant signals into a shared operating view and making source ownership clear enough for leaders to inspect status without reconstructing it by hand.
- FocusCross-team operating visibility
- MethodSource mapping and integration
- EvidenceDefined from workflow records
A comparable engagement would measure preparation time, exception volume, and decision latency from the client’s own records.
Secure remote-care workflows
A medical team needed connected workflows for practitioner onboarding, scheduling, consultations, referrals, and patient records.
The work covered the backend flows that connect those activities, including access boundaries, communications, records, and operational handoffs.
- FocusSensitive operational workflows
- MethodBackend workflow design
- EvidenceReviewed against system records
A real engagement would verify security and delivery against the deployed system and its operating controls.
Not sure where the bottleneck lives?
That is usually the first problem. Request a Growth Systems Review and we’ll help identify whether the issue is architecture, integrations, data flow, infrastructure, workflow design, or technical debt.
What we fix, precisely
Untrusted reporting
We clean up the data flows, backend logic, and reporting systems leadership depends on to make decisions.
Manual workarounds
We replace fragile human workarounds with backend workflows and automations that reduce repetitive operational work.
Broken integrations
We stabilize the connections between CRM, billing, dispatch, reporting, and operational systems so data moves cleanly.
Slow internal tools
We improve admin systems, dashboards, portals, and internal tools so they support the team instead of slowing it down.
Fragile backend systems
We find and fix the backend logic, database, infrastructure, and reliability issues that keep creating fires.
Systems that cannot scale
When parts of the system cannot support more clients, users, locations, jobs, or transactions, we rebuild them carefully and incrementally.
No generic dev shop model. No rewrite-first approach. No endless discovery.
Where we operate best
We are strongest where software runs operations, but the company is not a software company.
Multi-location service businesses
Roofing, HVAC, restoration, construction services, field operations
Dispatch, reporting, CRM, billing, job tracking, and operational workflows start fragmenting across locations.
Logistics and operations-heavy companies
Routing, fulfillment, workforce coordination, vendor operations
Systems become fragile as volume, integrations, and real-time coordination needs increase.
PE-backed platforms and rollups
Post-acquisition integration, platform consolidation, shared reporting, operating infrastructure
Acquired companies bring different tools, messy data, inconsistent workflows, and systems that were never designed to operate as one platform.
How we work: diagnose, stabilize, modernize
01
Review
We start with a focused Growth Systems Review to understand where your systems are slowing the business down and whether the problem is worth fixing now.
Initial diagnosis and recommended next step.
02
Audit or stabilize
If the issue is real, the next step is usually a paid Systems Audit or focused Stabilization Sprint.
We define the failure points, prioritize the highest-impact fixes, and avoid open-ended discovery.
03
Modernize
When needed, we rebuild the parts of the system that cannot support the next stage of growth.
Scalable backend infrastructure without a risky rewrite-by-default approach.
Engagement range
Most work starts with a Growth Systems Review. If the problem is real, the next step is one of these paid engagements.
Typical starting point
Systems Audit
For companies that need a clear diagnosis before implementation.
$5,500–$9,500
You leave with a written findings report, root-cause analysis, and prioritized fix roadmap.
Standalone deliverable. Not a funnel into open-ended discovery.
Stabilization Sprint
For urgent backend, reporting, workflow, or integration problems that need focused execution.
$15,000–$35,000+
Modernization Engagement
For systems that need deeper redesign or rebuild work to support the next stage of growth.
Scoped after diagnosis
Every engagement is scoped around the problem, business impact, and operational risk. We do not sell open-ended discovery.
What actually happens on the first call?
The Growth Systems Review is not a sales call. It is a diagnostic conversation to understand where your systems are slowing the business down and whether the problem is worth solving now.
The call is best for companies with active operational friction, not early ideas or basic app builds.
If we do not see a real systems problem, we will say so.
- What systems are currently causing operational friction
- Where your team is relying on manual workarounds
- Which reports, workflows, or integrations are unreliable
- What the issue is costing in time, visibility, or growth
- Whether the next step should be an audit, a stabilization sprint, or nothing at all
Founder-led. Operator-built.
Atom Backends® is led by Juan Gaviria, a backend operator who has worked on internal tools, payment systems, marketplaces, multi-entity workflows, and operations-heavy platforms.
The work focuses on the messy middle layer most companies outgrow first: reporting, workflows, integrations, backend logic, and internal systems.
Clients work directly with senior technical leadership — not a generic dev team. The goal is simple: find the systems slowing the business down, fix the root causes, and leave operations cleaner than we found them.
Who this is for — and who it is not
Best fit
- Growing companies doing serious revenue and outgrowing their systems
- Founders, COOs, and operators dealing with workflow, reporting, integration, or backend bottlenecks
- Multi-location businesses where systems are fragmenting across teams or locations
- PE-backed platforms integrating acquisitions or preparing for scale
- Companies where software is critical to operations, but not the core product
Not a fit
- Basic app builds with no operational complexity
- Early MVPs with no operational pressure
- Teams looking for the lowest-cost developer
- Projects where no one owns the business outcome
- Projects that only need code written, without diagnosing the operational problem
If your systems are the bottleneck, let us find the root cause.
Request a Growth Systems Review and we will trace whether the issue is architecture, integrations, data flow, infrastructure, workflow design, or technical debt.
Request a Growth Systems Review
No pressure. No generic pitch. Just a focused conversation about what is breaking and whether it is worth fixing now.
Explore by service, industry, or problem
Organized around the moments operators feel the pain: unreliable reporting, broken integrations, manual workarounds, post-acquisition chaos, and multi-location fragmentation.
Commercial services
Start with the conversion path that matches the urgency of the problem.
Priority industries
Vertical pages are written around the failure modes operators actually see.
Pain-based entry points
Problem pages capture the operational symptoms buyers search for.