Upgrade for AI

We help leading companies solve critical software, AI and transformation challenges with outcome-oriented delivery, governance and expert talent network - from pilot to production, at enterprise scale.

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No upfront costs. Pay only when you hire.
AI-First Delivery

AI-First Delivery

Our proprietary AI delivery workflow cuts development cost by at least 3x, without cutting quality or ownership.

AI & Automation

AI & Automation

Build AI into your products and automate business processes.

Verified Global Talent

Verified Global Talent

1,000 AI specialists. 30,000 senior engineers, PhDs and evals experts. All human vetted matched to your needs.

Trusted by leading companies

OmioVodafoneYCombinatorVenlyStartxStuartPrimeRevenue
$80M+

in hiring costs saved across
our client base

97%

of clients come back for
a second engagement

70%

faster delivery through
accelerated execution

What we offer

Fast engineering capacity at every stage

One partner from first hire to full AI delivery

Outcome based AI delivery

Outcome based AI delivery

Accelerate development cycles by up to 70%. Our engineers use AI modern tools to launch MVPs, clear technical debt, and ship features faster, helping your team deliver products to market sooner and achieve higher impact.

Expert Talent Network™

Expert Talent Network™

Access a pool of 30,000 human-reviewed engineers and 1,000 AI specialists. To ensure immediate availability, we engage a wider database of 2.5 million professionals, filtering for the top 2% who fit your specific tech stack, human vetted, background checked.

Evaluate models before your customers do

Evaluate models before your customers do

Build high-stakes AI products, modernize legacy systems, and implement advanced models with elite STEM talent (Masters & PhDs). From RAG and LLM fine-tuning to secure data handling, we cover the full AI lifecycle in regulated environments.

Who we serve

Industries we work

Financial services & insurance

Model risk, auditability and data residency are the job, not the obstacle. We build AI that passes the second line of defence.


  • Claims, underwriting and KYC automation
  • Core system modernisation with AI
  • Model evaluation and explainability for audit

PE backed companies

Value creation on a hold period clock. We run AI programmes that show up in EBITDA before the next board meeting.


  • 100 day AI value creation plans
  • Cost takeout through AI first engineering
  • Carve outs, platform integrations, tech diligence

Healthcare and life sciences

Patient data and clinical decisions leave no room for a model that is usually right. We build, validate and monitor AI that clinicians trust.


  • Clinical documentation and workflow AI
  • Interoperability, EHR and data platforms
  • Expert evals with medical PhDs and clinicians

Manufacturing and energy

Plants, grids and supply chains run on systems older than the engineers who maintain them. We bring AI to OT without breaking what works.


  • Predictive maintenance and quality AI
  • Legacy SCADA, ERP and MES integration
  • Agentic planning for supply and energy ops

Procurement ready. Security first. Outcome accountable.

Everything a CTO, CISO and procurement lead needs to say yes, on one page.

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Security & compliance

Background checked engineers, NDA and IP assignment as standard.

Contractor of Record

Background checked engineers, NDA and IP assignment as standard.

Outcome based pricing

Fixed scope, monthly capacity or milestone pricing. Service credits tied to delivery SLAs.

Delivery governance

Named engagement lead, weekly steering, transparent velocity and quality dashboards.