Article · Data Protection

Legal tech in legal departments: a roadmap from automation to artificial intelligence

Contract automation, e-signature, document management, and AI-assisted review: the order of priorities and the legal considerations in the digitalisation of the legal department.

28 April 20264 dk okumaBy Mehmet Köksal · Data Protection
Köksal Attorney Partnership — data, artificial intelligence, cybersecurity and legal tech work
Summary · At a glance
  • The correct sequence of digitalisation: inventory → standardisation → automation → artificial intelligence.
  • The type of e-signature should be chosen according to the type of transaction; not every transaction can be done with every signature.
  • In tool selection, data location and training-data clauses are matters for negotiation.
  • Without measurement (cycle time, error rate), an automation investment cannot be justified.

Why now?

Legal departments are under the pressure of rising contract volumes, regulatory density, and “more with less.” Legal tech is the answer to this equation — but buying tools is not transformation. Transformation begins with the standardisation of processes.

Practical guidance

The first candidate for automation is high-volume, low-negotiation contracts: non-disclosure agreements, standard supply and dealership addenda.

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Our Legal Tech Desk combines tool selection, contract architecture, and the compliance framework into a single project.

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Stage 1: Inventory and standardisation

Which contract types, in what volume, pass through whose approval? Automation cannot be built without this inventory. Templates are then simplified, alternative (fallback) clauses are defined, and the approval matrix is put in writing. The output of this stage is the raw material of automation.

Stage 2: Contract lifecycle and e-signature

CLM (contract lifecycle management) tools bring the tracking of request, drafting, negotiation, signature and renewal into a single flow. At the signature layer, the choice of type is legally critical: a secure electronic signature is equivalent to a wet-ink signature; but transactions that statute subjects to an official form or a special ceremony, and contracts of surety (other than bank letters of guarantee), cannot be made with one. In process design, a signature type appropriate to each contract type must be matched.

Stage 3: The artificial intelligence layer

Artificial intelligence brings significant speed to first-pass review, summarisation, data room screening, and case-law research. Three rules for safe use: your data must not flow into the model as training data, the output must pass through human approval, and the usage policy must be in writing. In the procurement contract, data location, confidentiality, and liability provisions must be negotiated.

The compliance framework

KVKK/GDPR, the duty of confidentiality, and (for EU-facing work) the AI Act define the contours of the legal tech architecture. Access to tools must be limited by an authorisation matrix, and logging and retention periods must be defined.

Although legal tech tools process law, they are themselves subject to law. Every module that processes personal data must pass through the filter of KVKK, and, for EU-connected work, GDPR: a data processor agreement, retention periods, access rights. For tools that carry an artificial intelligence component, the AI Act introduces tiered obligations — a CV-screening or risk-scoring tool used by the legal department may, without realising it, touch the high-risk category. In cloud contracts, the Data Act‘s switching and portability rules increase your bargaining power. Remember that when you choose a tool, you are also choosing its compliance framework.

A 90-day starting plan

The sequence that works in our experience is as follows. Days 1–30: contract inventory, volume analysis and template simplification; automation of confidentiality agreements for a quick win. Days 31–60: the approval matrix and signature type mapping; legal validity testing of the e-signature integration; setup of the contract digitalisation infrastructure. Days 61–90: an artificial intelligence pilot (first-pass review or summarisation, human approval mandatory), publication of the usage policy, and rollout of the measurement dashboard (cycle time, error rate, missed renewals). This pace, without overwhelming the team, leaves a demonstrable gain at the end of each month.

The Köksal approach

Our Legal Tech Desk is a team that both uses and builds legal technologies: we run our process automation and AI-assisted legal services in our own workflows. We bring this field experience to client projects together with tool selection, contract negotiation, and the compliance framework. For the legal framework of artificial intelligence, our AI Act roadmap is complementary reading.

Conclusion

Success in legal tech is measured: cycle time, first-draft quality, the number of missed renewals. Transformation built with the right sequence and a realistic 90-day plan takes the legal department out of being a cost centre and turns it into a function that accelerates the business.

This content is for general information purposes only and does not constitute legal advice. Please get in touch with our team for an assessment regarding your specific situation.
Mehmet Köksal

Author

Mehmet Köksal

Founder and Managing Partner

Combining legal practice with academic work since 1987, Prof. Dr. iur. Mehmet Köksal advises on corporate and commercial law, contracts, employment, foreign direct investment, ESG and supply-chain due diligence, dispute resolution, consumer law and family law.

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Yes; the real gain is not for large teams but for teams managing high volume with a lean headcount. The right three tools are often enough.

No; they speed up the first pass. Responsibility and the final assessment remain with a human — the process should be designed on this principle.

No; this is general information. Contact our team for your projects.

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Let us build your legal tech transformation together

Our Legal Tech Desk combines tool selection, contract architecture, and the compliance framework into a single project.