Staff augmentation
Named engineers in your standups, PRs, and incident channels. Your stack, your rituals, your bar.
Learn more// ACOTS · OPEN REQ TO DEPLOYED ENGINEER
The AI/ML seats you need to fill, filled.
Acots places vetted AI/ML and MLOps engineers into product teams in weeks, not quarters. No staffing theatre. Just people who ship in your stack.
2–4 wks
Open req → first engineer
3 hubs
Continents with delivery infra
100%
Named profiles before you commit
// By the numbers
2–4 week deployNamed engineersVetted, not aggregatedNo staffing theatre
// For hiring teams
Engineers who ship, not résumés that sit.
Augmentation, managed pods, or fractional leadership. Same partner, same bar, no re-procurement when you scale.
Managed engineering pods
A squad with a lead, ICs, and optional PM/QA. We own delivery; you own the roadmap.
Learn moreFractional technical leadership
Hands-on CTO, VP Eng, or Head of ML capacity while you scale. Architecture, hiring bar, board-ready reporting.
Learn more// Work we staff
AI & ML first. Built to expand.
Deep bench in AI/ML and MLOps today. Cyber, cloud, and data on the same delivery model tomorrow.
AI & ML engineering
Models, fine-tuning, eval pipelines, and inference that ships. Not notebook science projects.
LLM systemsMLOpsFeature storesModel governance
MLOps & platform
CI/CD for models, observability, drift detection. Production patterns that pass security review.
KubeflowMLflowSageMakerVertex AI
Cybersecurity
AppSec, cloud posture, and compliance engineering when the data is sensitive.
Cloud & DevOps
IaC, platform engineering, and SRE for multi-region deployments.
Data engineering
Pipelines, warehousing, and streaming with lineage and access controls built in.
// How it works
Four steps from open to deployed.
Scope, shortlist, deploy, scale. You see who joins and how delivery ramps. No black-box recruiting.
01
Scope
You hand us the stack, the bar, and the timeline. We translate it into a screen most staffing firms skip.
02
Shortlist
We pull from a pre-vetted network and test against your context. You get named profiles with evidence before anyone starts.
03
Deploy
Engineers onboard to your tools within weeks. Contracts, equipment, and hub logistics handled. You own the work.
04
Scale
Add seats, spin up a pod, or bring in fractional leadership. Same partner, same MSA, no re-procurement theatre.
// What leaders say
Decisive beats drawn-out.
Representative feedback from product engineering engagements. Shared with permission.
“We sent Acots a rubric on a Monday and were reviewing real profiles by Friday. Both engineers were productive in sprint two. That's the part nobody else gets right.”
// VP Engineering, Series C SaaS platform
Elena V.
London, UK
“Someone at Acots owned delivery quality, not just CV forwarding. The pod integrated with our stack from week one. No agency theatre.”
// CTO, Growth-stage product company
Dr. Marcus Chen
Singapore
“We started with one seat and scaled to a four-person squad without re-procurement. Same MSA, same delivery lead. Decisive beats drawn-out.”
// Head of Engineering, Enterprise software
Sarah O.
Toronto, Canada
// Global delivery
Remote-first. Global by design.
Hub-and-spoke across three continents. Coworking infrastructure, timezone overlap, no fake headquarters story.
Latin America
São Paulo · Mexico City · Bogotá
US/EU timezone overlap. Product teams across the Americas.
Eastern Europe
Warsaw · Bucharest · Tbilisi
Deep platform bench. EU data-residency familiarity.
Southeast Asia
Singapore · Bangkok · Ho Chi Minh City
Follow-the-sun coverage. APAC expansion support.
// Why Acots
Speed without skipping the screen.
The strongest teams move with momentum. Indecision loses you the best engineers. We built the whole process around that.
Vetted, not aggregated
Every engineer is screened against real delivery work before they reach your inbox. No CV blasts.
Weeks, not quarters
Augmentation in 2–4 weeks. Managed pods in 4–6. Momentum is the point.
Accountable, not a broker
We replace underperformers, report on velocity, and stay in the room after the contract is signed.
Remote-first, global by design
Hub-and-spoke delivery across three continents. Async by default, timezone-aligned by intent.
// Ready to move
The shortest distance between open and filled.
Share your stack, team size, and timeline. We respond within one business day with a structured scope, not a generic sales deck.
Get started