AI-native engineering operations

Global AI engineering teams, delivered.

DevLinka connects businesses with elite distributed AI engineers and software teams through a scalable global collaboration model.

SOC 2 Type IIGDPR readyReplace in 14 daysNo long-term lock-in

app.devlinka.com — AI matching

Live

Project brief

Matching

RAG agent platform for an enterprise data warehouse

6 engineers · 14-week build · senior staff lead · LangGraph + Anthropic

  • Embedding briefs
  • Ranking 1,842 candidates
  • Compatibility scoring
  • Generating shortlist

Top matches

AR

Aishwarya R.

Staff AI Engineer · Bengaluru

96
BK

Bartosz K.

Senior Platform Eng · Warsaw

93
CN

Chiamaka N.

ML Engineer · Lagos

91
1,800+Vetted engineers
42Countries
<4%Acceptance rate
98%Retention

Trusted by engineering teams at

LoftNorthsailLedgerlineVerityFormaAtriaPolymathHelixStratosphereQuantaLoftNorthsailLedgerlineVerityFormaAtriaPolymathHelixStratosphereQuanta
Services

Engineering capabilities for the AI-native era

From AI agents to product squads — staffed by senior engineers from a global vetted network and orchestrated end-to-end by DevLinka.

AI Engineering

Production-grade AI systems engineered by senior ML and platform specialists.

  • LLM applications
  • Fine-tuning
  • Eval pipelines

AI Agents

Autonomous, tool-using agents that ship real workflows — not demos.

  • Multi-agent orchestration
  • Tool integration
  • Guardrails

RAG Systems

Retrieval pipelines tuned for accuracy, latency, and enterprise-scale corpora.

  • Vector search
  • Hybrid retrieval
  • Knowledge graphs

SaaS Development

End-to-end product engineering for ambitious B2B and enterprise SaaS.

  • Next.js / Python
  • Multi-tenant
  • Stripe + billing

Staff Augmentation

Vetted senior engineers embedded directly into your existing team.

  • Full-time
  • Time-zone aligned
  • Replace in 14 days

Cloud Engineering

Resilient cloud-native infrastructure on AWS, GCP, and Kubernetes.

  • Terraform IaC
  • Observability
  • Cost optimization

Product Development

Discovery → design → delivery, owned by a senior product squad.

  • 0 → 1 builds
  • Roadmap planning
  • Design systems

Workflow Automation

AI-driven internal tooling that compresses operational headcount cost.

  • Process mining
  • AI copilots
  • ETL + integrations
AI Operations

An AI layer running across every workflow

DevLinka isn't AI bolted onto a marketplace. It's an operations platform where AI does the work that used to bog teams down — proposals, summaries, status, planning, matching.

AI proposals & estimation

Briefs become scoped, costed proposals in minutes. Estimates calibrated against thousands of historical sprints.

Meeting summaries on auto

Every call gets transcribed, summarized, and turned into action items routed to the right owner.

Sprint planning copilot

AI drafts sprint plans from your backlog, surfaces dependencies, and flags slipping commitments early.

Productivity intelligence

Live signal across PRs, deploys, and incidents — without surveillance. Engineering health you can act on.

Status reports, generated

Stakeholder updates written from real activity, not from memory. Ready every Monday at 8am.

Talent matching engine

Embedding-based search across the network — by skill, project history, communication fit, and availability.

How it works

From kickoff to production — in weeks, not quarters

A US-based collaborator owns your relationship. A global engineering network owns delivery. AI orchestrates everything in between.

01

Discovery

A US-based collaborator scopes your goals, technical constraints, and timeline in a 30-minute strategy call.

02

AI-matched team

Our matching engine ranks candidates from a vetted global network on skills, fit, and delivery history.

03

Build

Engineers ship under shared sprints, AI-generated standups, and live progress visibility for stakeholders.

04

Scale

Add capacity, swap roles, or extend retainers — the platform scales without the operational drag.

Talent Network

A global engineering network you can actually trust

DevLinka is built around senior engineers — not a marketplace flooded with junior generalists. Every engineer is vetted, ranked, and continuously evaluated.

Multi-stage vetting

Less than 4% of applicants pass our technical assessments, system design, and delivery interviews.

Global by design

Engineers in 42 countries — time-zone aligned to US, Canada, and UK clients by default.

AI-ranked, human-trusted

Match by semantic skill fit, not keyword search. Every candidate is reviewed by a senior engineer.

Active investment

Continuous skill assessments, paid upskilling, and access to internal AI tooling keep the network sharp.

Case studies

Real teams, real outcomes

Selected engagements across fintech, healthcare, and enterprise operations.

Fintech

AI underwriting copilot for a Series B lender

Replaced a manual review pipeline with a RAG + agentic system that drafts memos, flags risk, and routes exceptions to human underwriters.

−71%

Cycle time

+18%

Approval accuracy

11 wks

Time to ship

AnthropicpgvectorFastAPINext.js
Healthcare

Multi-tenant SaaS for a digital therapeutics platform

Greenfield product build — patient portal, clinician dashboard, HIPAA-aligned infra, and an AI intake assistant — delivered by an embedded squad of six.

5 mo

From kickoff to GA

2.4k

Daily active clinicians

−42%

Engineering spend

Next.jsFastAPIPostgresAWS
Logistics

Workflow automation across a 14-country operations team

Embedded AI copilots into existing TMS and ERP tooling, automating exception handling, document parsing, and SLA-driven escalation.

31 FTE

Headcount avoided

−84%

Doc processing

<6 mo

ROI in

LangGraphPythonTemporalGCP
Customer voices

Built for teams who measure outcomes, not effort

What founders, CTOs, and engineering leaders say after working with DevLinka.

"DevLinka stood up a senior AI engineering team in nine days. We shipped our RAG-powered product to production six weeks ahead of plan."
PA

Priya Anand

VP Engineering · Loft Analytics

"The collaborator model is the unlock. We get a US-based partner who actually understands the work, not a sales rep playing telephone with offshore."
DR

Daniel Reyes

Founder & CEO · Northsail

"We replaced two agencies with a single DevLinka squad. Velocity went up, spend dropped 38%, and the AI sprint summaries pay for themselves."
HB

Hannah Briggs

CTO · Ledgerline

"Their AI matching surfaced an engineer we never would have found on LinkedIn. He's now lead on our agents platform."
MA

Marcus Aldridge

Head of AI · Verity Labs

"The transparency is the real product. Every sprint, every commit, every dollar — visible. That's a first for us."
SK

Sofia Karlsen

COO · Forma

"DevLinka is what enterprise outsourcing should have been ten years ago. AI-native and operationally sharp."
AT

Alex Tomlin

SVP Product · Atria Health

Pricing

Engagements that scale with you

Transparent pricing across staff augmentation, dedicated squads, and enterprise programs. Cancel monthly. Convert any engineer to full-time after 12 months at no fee.

Staff Augmentation

Embed senior engineers into your existing team.

From $7,500per engineer / month
  • Senior IC and lead engineers
  • Time-zone aligned coverage
  • Replace within 14 days
  • Slack + GitHub integration
  • Monthly performance reviews
Hire developers
Most popular

Dedicated Squad

A full delivery team with PM, design, and engineering.

From $34,000per squad / month
  • PM + 4 engineers + design
  • Sprint planning & retros run for you
  • AI-generated weekly status
  • Production SLAs & on-call
  • Quarterly architecture reviews
Build my team

Enterprise

Multi-team programs with custom contracts and SLAs.

Customannual retainer
  • Multi-squad orchestration
  • Dedicated client partner
  • MSA, SOC 2, DPA, custom legal
  • Private talent pools
  • Co-managed roadmaps
Talk to sales
FAQ

Questions, answered

What teams typically ask before they bring DevLinka into a program.

Onboarding within 14 days

Build your AI engineering team with DevLinka.

Tell us what you're shipping. A US-based collaborator will get back within one business day with a scoped plan, an AI-matched team, and a fixed start date.

No procurement gauntlet. No enterprise sales pressure. Real engineers, ready to ship.

DevLinka — Global AI Engineering Teams, Delivered.