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
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
LiveProject brief
MatchingRAG agent platform for an enterprise data warehouse
6 engineers · 14-week build · senior staff lead · LangGraph + Anthropic
Top matches
Aishwarya R.
Staff AI Engineer · Bengaluru
Bartosz K.
Senior Platform Eng · Warsaw
Chiamaka N.
ML Engineer · Lagos
Trusted by engineering teams at
From AI agents to product squads — staffed by senior engineers from a global vetted network and orchestrated end-to-end by DevLinka.
Production-grade AI systems engineered by senior ML and platform specialists.
Autonomous, tool-using agents that ship real workflows — not demos.
Retrieval pipelines tuned for accuracy, latency, and enterprise-scale corpora.
End-to-end product engineering for ambitious B2B and enterprise SaaS.
Vetted senior engineers embedded directly into your existing team.
Resilient cloud-native infrastructure on AWS, GCP, and Kubernetes.
Discovery → design → delivery, owned by a senior product squad.
AI-driven internal tooling that compresses operational headcount cost.
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.
Briefs become scoped, costed proposals in minutes. Estimates calibrated against thousands of historical sprints.
Every call gets transcribed, summarized, and turned into action items routed to the right owner.
AI drafts sprint plans from your backlog, surfaces dependencies, and flags slipping commitments early.
Live signal across PRs, deploys, and incidents — without surveillance. Engineering health you can act on.
Stakeholder updates written from real activity, not from memory. Ready every Monday at 8am.
Embedding-based search across the network — by skill, project history, communication fit, and availability.
A US-based collaborator owns your relationship. A global engineering network owns delivery. AI orchestrates everything in between.
A US-based collaborator scopes your goals, technical constraints, and timeline in a 30-minute strategy call.
Our matching engine ranks candidates from a vetted global network on skills, fit, and delivery history.
Engineers ship under shared sprints, AI-generated standups, and live progress visibility for stakeholders.
Add capacity, swap roles, or extend retainers — the platform scales without the operational drag.
DevLinka is built around senior engineers — not a marketplace flooded with junior generalists. Every engineer is vetted, ranked, and continuously evaluated.
Less than 4% of applicants pass our technical assessments, system design, and delivery interviews.
Engineers in 42 countries — time-zone aligned to US, Canada, and UK clients by default.
Match by semantic skill fit, not keyword search. Every candidate is reviewed by a senior engineer.
Continuous skill assessments, paid upskilling, and access to internal AI tooling keep the network sharp.
Selected engagements across fintech, healthcare, and enterprise operations.
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
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
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
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."
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."
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."
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."
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."
Sofia Karlsen
COO · Forma
"DevLinka is what enterprise outsourcing should have been ten years ago. AI-native and operationally sharp."
Alex Tomlin
SVP Product · Atria Health
Transparent pricing across staff augmentation, dedicated squads, and enterprise programs. Cancel monthly. Convert any engineer to full-time after 12 months at no fee.
Embed senior engineers into your existing team.
A full delivery team with PM, design, and engineering.
Multi-team programs with custom contracts and SLAs.
What teams typically ask before they bring DevLinka into a program.
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.