Engineering teams that actually know how to use AI.

Aperion is the engineering partner for teams who want the real upside of AI, not just demos. We embed senior engineers from the US, LATAM and India who design, build and ship with AI in the loop, so you compound velocity without compounding risk.

600+engineers · 3 regions
14 yrsbuilding with tech leaders
94%renewal rate
aperion · senior engineer + AI in the loop
live
 
Aperion
engineer1
agents in loop4
customer impactstopped
shipped in3 min
Engineer in the driver's seat
AI does the tedious work
A real fix, shipped today
Product EngineeringApplied AI · AgentsQuality EngineeringPlatform ModernizationDevOps + ObservabilityData + ML PlatformsFractional CTOTest AutomationProduct EngineeringApplied AI · AgentsQuality EngineeringPlatform ModernizationDevOps + ObservabilityData + ML PlatformsFractional CTOTest Automation
How we're different

Senior engineers who know what to do with the tools.

We're not a body shop and we're not an AI demo. We compose pods of US, LATAM and India engineers who already use AI inside their own workflow, then embed them into your roadmap with the delivery system that makes it stick.

01 · Senior

Engineers who've shipped product, not just code.

Staff-plus engineers, architects, QEs and PMs across the US, LATAM and India, averaging 11 years in production. Time zone aligned to your team. No bench rotations, no surprise juniors.

02 · AI-Fluent

People who actually get gains from AI.

Every Aperion engineer is fluent in agentic workflows, eval harnesses, prompt engineering and model trade-offs. They use Cursor, Claude and our own runtime daily, and they teach your team how.

03 · Operational

A delivery system that's already built.

Discovery, scoping, weekly readouts, escalation paths, security review. All on rails. You get a partner, not a vendor. Your VP of Engineering sleeps through the night.

What we do

Six practices.
One accountable partner.

Aperion brings product, quality, platform and applied AI teams under one roof. Engage one practice or hand us the whole stack. Either way, one team owns the outcome.

01 · Product Engineering

Designed, built and shipped with AI in the loop.

Full-stack product squads who ship features end to end, with AI accelerating every step from spec to PR.

02 · Applied AI

Agents that survive contact with production.

We design, train and ship agentic systems inside your product, with the eval harnesses, guardrails and observability that turn a demo into something you can put a customer on.

03 · Quality Engineering

Testing that catches what matters.

Strategy, automation, performance, security, accessibility. Self-healing suites that survive UI churn.

04 · Platform Engineering

Refactor, modernize, decompose.

Migrations, monolith → services, polyglot rewrites. We bring an opinionated playbook and the engineers to run it.

05 · DevOps + SRE

Observability that pages the right person.

CI/CD, infra-as-code, on-call design, SLO ownership. Half the alerts, ten times the signal.

2025 partner outcomes

What our partners actually ship.

Renewal rate
0%
of partnerships extended past the initial engagement.
Escaped defects, ↓
0/qtr
Median reduction across active engagements, Q1 2026.
Faster triage
0×
When the Aperion runtime takes first-pass on the failure inbox.
Time to first PR
0hrs
From kickoff to a merged, shipped pull request, on average.
How we work

We show up. We figure out what needs to ship.
Then we ship it.

Not every problem is an AI problem. We think about the best approach from every angle, then we put senior engineers on it and we get it done. Latest tools, best practices, no theater.

01

Best tool for the job.

Not every problem is an AI problem. We're serious about that. Sometimes the answer is a faster index. Sometimes it's a single sharp meeting. We look at every angle and pick the one that ships.

02

Senior people. Every time.

Staff-plus engineers on every engagement. No surprise juniors, no bench rotations. The people in the kickoff are the people writing the PRs.

03

We ship in week one.

We don't bill for ramp. First pull request inside 72 hours. A measurable outcome by day ten. The partnership earns the right to keep going.

04

AI when it earns its place.

We've shipped agents in production for years. We also know when not to. If the cleanest answer is a regex and a test, we write the regex and the test.

05

Best practices, not theater.

We bring the playbook, not the process. Code review, observability, on-call, SOC 2. The boring discipline that makes the bold work safe.

06

We tell you what we see.

If the spec is wrong, we say so on day three. If the team isn't ready, we say so on day five. You hired engineers, not yes-people.

Inside an engagement
Your repo · our pod · agents in the middle
YOURREPOSENIORPODSHIPPEDPRODUCTAPERIONAGENT MESHcommitsdiffsPRsreleases
Reads: tickets, code, traces
Writes: tests, PRs, docs
Bounded: your guardrails
What this looks like in production

A national health platform cut release night from 9 hours to 22 minutes.

A 220-engineer healthcare team came to us with a 14-month QA backlog, a brittle suite, and a board breathing down their neck. We embedded a 6-person pod, rebuilt the deploy pipeline, and trained their team into ownership.

Healthcare · 14-mo engagement
We hired Aperion expecting a staffing firm. What we got was a product engineering practice, an AI playbook, and a senior team that closed our hiring gap faster than our recruiters could write the job specs.
VP of EngineeringNational digital-first health platform · 220-engineer org
−96%
Release-night duration
3.4×
Deploys per week
$1.2M
Hiring cost avoided
Where we work from

Distributed by design.
Aligned by time zone.

Senior engineers across the US, LATAM and India. Three regions, one delivery system, the time-zone overlap you need to actually work as one team.

Bengaluru · AI lab
Bogotá · product pod
Mexico City · platform
Hyderabad · quality engineering
Austin · SRE on-call
Diagnostic week · fixed scope · no commitment

Let's spend five days inside your worst release.

We'll audit the codebase, the suite, and the org. You walk away with a written plan, even if we never work together again.

Book a 45-minute diagnostic call. We'll map your biggest engineering bottlenecks and leave you with a written plan — no commitment required.

Or email hello@aperion.co · A real engineer responds within 4 working hours.