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About Nikola

Engineers who ship AI that runs in production.

Nikola Innovations designs, builds, and operates AI systems around measurable business outcomes. Most AI consultancies deliver slide decks and proofs of concept that never leave the lab. We deliver systems that run in production, that people depend on, and that we stand behind after launch.

We work across the full AI stack, from hosted frontier models to smaller specialist models and private deployments, and we choose the approach that fits your data, your workflow, your security posture, and your budget, not the one that is easiest to sell. The first thing we tell you is whether AI is even the right tool. If it is not, we say so.

Our method is deliberately staged so you are never asked to take a leap of faith: we Assess honestly, Prove with a working system on your data, Build for production, and Operate what we ship. Each stage earns the next.

Where we work

We are a remote-first team serving ambitious organisations in high-growth markets that are investing seriously in AI. We focus where the demand is real and the appetite for building, not just talking, is strongest.

The Gulf
Enterprises and government-linked organisations moving fast on AI, with the budget and mandate to build production systems, not pilots.
High-growth Asia
Markets like Singapore and the wider region, where digital-first firms treat AI as core infrastructure rather than an experiment.
Beyond
We take on the right engagement wherever it is. A strong problem and a serious team matter more to us than a postcode.

How it works

Assess. Prove. Build. Operate.

  1. 01

    Assess

    Free, 30 minutes. Tell us what you're trying to achieve. We'll understand the problem, pressure-test the opportunity, and tell you honestly whether AI is the right approach. If it isn't, we'll say so.

    30 minutes. No sales pitch. No obligation.

  2. 02

    Prove

    A fixed-scope, fixed-price Proof Sprint. We take the highest-risk part of the proposed system and build a working proof. You see the system, the evaluation results, the economics, and the limitations before deciding whether to proceed.

  3. 03

    Build

    Once the evidence supports the business case, we turn the proof into a production system. Clear milestones, measurable progress, no nine-month black box.

  4. 04

    Operate or hand over

    Choose what works for your organisation. Operate with Nikola for monitoring, reliability, evaluation, and cost optimisation, or take it in-house with the documentation, architecture, evaluation suite, and operational runbook to run it yourself.

Security & compliance

Built around your requirements.

Enterprise AI requires clear controls around data, access, infrastructure, and model providers. We treat these as design inputs, not afterthoughts.

Data

  • Encryption in transit and at rest
  • Customer data isolation per engagement
  • Retention windows set to your policy, with data deleted on request

Infrastructure

  • Deployment in your chosen cloud and region
  • Data residency options, including in-country / private deployment

Access

  • Role-based access control
  • Audit logging of access to and deletion of personal data
  • Single sign-on available on request

AI providers

  • We select model providers per engagement, hosted or private
  • No training on your data without explicit agreement
  • Provider retention terms confirmed per engagement

Compliance

  • GDPR- and NDPA-aligned data handling
  • SOC 2 — status confirmed on request

Data lifecycle

  • Defined retention windows, with data purged automatically
  • Audit logging of access to and deletion of personal data
  • Data deletion on request

Have a use case worth solving?

Tell us what you're trying to automate, improve, or build. We'll tell you whether AI is a good fit, what we'd recommend, what it would take to build, and what it's likely to cost.