Marmara Teknopark · Istanbul

Artificial intelligence systems for modern enterprises.

Tradist Capital brings AI into the workflows of organizations across every sector with academic rigor — from estimation models to large-language-model integrations, from transformation consulting to corporate training. Every solution is validated, documented, delivered.

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TeknoparkOperating under R&D status
Academic rootsA university–industry bridge
VerifiabilityReproducible methodology
Adaptive Kalman Filter — State Estimation SIMULATION
Noisy measurement zₖ Filter estimate x̂ₖ
x̂ₖ = x̂ₖ⁻ + Kₖ(zₖ − H·x̂ₖ⁻) We separate signal from noise.
R&DOperating within Marmara Teknopark
3Practice lines: research, transformation, training
4Active academic research projects
TR·ENServices and materials in two languages

§1 — Solutions

Research depth, production discipline.

All three of our practice lines follow the same principle: validate first, deliver second. Every model, architecture and training program we deliver is documented to be reproducible and auditable.

01 · Quantitative Research

Quantitative Model Consulting

Signal generation, model development and independent model validation using state-space models and adaptive filtering.

  • Adaptive Kalman-filter-based estimation systems
  • Signal research and backtest audits
  • Independent model validation and stress analysis
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02 · Enterprise Transformation

AI Transformation Consulting

Safe integration of large language models and agent-based systems into business workflows — not limited to finance, for companies of every sector.

  • LLM and agent architecture design
  • Privacy-compliant system architecture
  • Transformation roadmaps from SME to conglomerate
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03 · Corporate Training

Corporate Training Programs

Financial technology and AI programs for executive and technical teams, supported by hands-on laboratories.

  • Executive level: AI strategy and risk literacy
  • Technical level: FinTech, algorithmic systems, LLM
  • Custom curriculum design per institution
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§2 — How We Work

From discovery to delivery, five steps.

Every project runs with the same discipline: no code before the scope is agreed in writing, no results before validation is complete.

  1. Discovery meeting

    We jointly clarify which practice line your need falls into. No obligation.

  2. Literature & feasibility

    Comparative analysis of existing approaches and a data feasibility report.

  3. Prototype & validation

    The model or architecture is tested with confidence intervals and error metrics.

  4. Delivery & documentation

    Reproducible code, parameter sets and a technical report, delivered together.

  5. Monitoring & support

    Post-delivery performance monitoring and handover to your in-house team.

§3 — Methodology

Validation comes before presentation.

The most common weakness of the consulting industry is the unvalidated claim. Tradist Capital brings academic peer-review practice to commercial delivery.

We do not predict; we estimate. The difference between the two is measurable uncertainty. Our Working Principle

Read Our Five Principles →

Research first, implementation second

No model is coded before the literature review is complete.

Reproducibility

Every analysis is documented so a third party can reproduce it.

An estimate is not a claim of certainty

All outputs are reported with confidence intervals and error metrics.

Scope discipline

Nothing is added to a delivery without written agreement.

Regulatory awareness

Capital-markets regulation and data-protection law are considered from the start.

§4 — Technology Capabilities

Modern stack, proven method.

We are tool-agnostic and take no vendor commissions. The capabilities below are combined to fit your need.

LLM & Agent SystemsLarge language models, RAG architectures and human-approved agent workflows
Estimation ModelsState-space models, adaptive Kalman filters, uncertainty quantification
Data InfrastructureData preparation, validation pipelines and monitoring
Security & CompliancePrivacy-compliant architecture, access design and usage policies

§5 — Frequently Asked Questions

Common questions.

Do you provide investment advice?
No. Tradist Capital does not provide investment advisory services under Capital Markets Board of Türkiye (SPK) regulations. Our services are limited to quantitative research methodology consulting, technology consulting and corporate training. No output of ours constitutes a buy/sell recommendation or a promise of returns.
Who do you work with?
In quantitative model consulting: banks, brokerages, asset managers and FinTechs. In AI transformation and corporate training: organizations of every sector and size, from SMEs to conglomerates.
How long does a project take?
It depends on scope: training programs run from half a day to a week; model consulting and transformation projects typically take 4–16 weeks. A realistic timeline is agreed together with the scope at the first discovery meeting.
How does pricing work?
The first discovery meeting is free and creates no obligation. The scope is then defined in writing and quoted on a per-project or per-day basis; nothing outside the agreed scope is ever invoiced without written agreement.

Let's start with your institution's question.

The first meeting is for jointly clarifying which of our practice lines your need falls into. It creates no obligation.

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