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13 INDUSTRIES Ships with field-proven scenarios

Enterprise AI, built for your industry

Enterprise AI tailored for 13 different sectors, from manufacturing to logistics, finance to legal. Boost efficiency without compromising data sovereignty using assistants and workflows fluent in your industry.

Active customers in 4 industries Measurable PoC in 4-5 weeks Supports KVKK & GDPR compliance
01 · Industry

Manufacturing & Automotive

The problem Quality records, maintenance history and shift plans live in separate systems. When a breakdown hits, reaching the right information takes hours — and every minute of unplanned downtime goes on the line's bill.

The Arketic solution: Field workers ask the assistant, agents watch maintenance and supply signals, and workflows run shift and work-order processes. Quality documentation is no longer searched — it's asked.

Solution mix Assistants + Agents + Workflows
Quality control Standards, work instructions and past non-conformance records in one assistant; operators reach the right procedure in seconds.
Predictive maintenance An agent watching sensor data and maintenance history flags failure risk early — and opens the work order with human approval.
Shift planning The workflow drafts the shift plan from leave, skill and line data; the planner approves with one click.
Supply optimization At critical stock levels, the agent builds an order proposal from supplier history and hands it to purchasing.
Explore the Agents product
Predictive Maintenance AgentPress Line #3 · monitoring LIVE
Bearing vibration%78
Motor temperature%54
Hydraulic pressure drift%23
Failure risk within 72h: 84% — maintenance recommended
✓ Work order drafted · sent for human approval
02 · Industry

Logistics

The problem Routine "Where is my shipment?" queries drain operational bandwidth, while customs and delay exceptions are often communicated too late.

The Arketic solution: Agents connected to your TMS/ERP take over shipment tracking, and on exceptions a workflow notifies the customer proactively, in their language. Your operations team focuses on exceptions, not routine.

Solution mix Agents + Workflows + Assistants
Shipment tracking The agent queries TMS, ERP and carrier systems, gathering status into a single answer.
Customer notifications A route exception triggers the workflow: a new ETA is calculated and the customer is notified automatically, in their own language.
Route optimization The agent proposes alternative routes based on traffic, cost and delivery windows — the final call stays with the planner.
Warehouse management Warehouse staff ask the assistant for locations, stock and order status — instead of getting lost in terminal screens.
Customs documentation The agent auto-prepares customs paperwork from shipment data and translates it into the required languages — cutting border wait times.
Multilingual carrier comms Carrier exceptions are understood and answered in 25+ languages; correspondence with overseas partners flows automatically.
Explore the Workflows product
Shipment Tracking AgentIstanbul → Berlin · live tracking LIVE
Left the warehouseMon 06:40 · Hadimkoy DC
Customs — documents completeAgent auto-classified the paperwork
At the transfer hubNew ETA: Wed 14:00 (+3 hours)
4 DeliveryBerlin — scheduled
✓ ETA notification sent to the customer · TR / EN / DE
03 · Industry

Software Development

The problem Code review queues grow, tickets land on the wrong team, and documentation is forever postponed. And sending source code to external AI services is already forbidden in most companies.

The Arketic solution: With ARKE LLM your code never leaves the building; agents handle PR pre-review and bug analysis, and the assistant makes technical docs queryable. Developers focus on code, AI handles the routine.

Solution mix ARKE LLM + Agents + Assistants
Code review The agent pre-analyzes style, risk and test coverage on every PR; human review focuses on real design decisions.
Ticket management Incoming tickets are auto-classified, duplicates merged, and routed to the right team with the right priority.
Technical documentation Draft docs are generated from code and architecture decisions; the team learns by asking the knowledge base.
Bug analysis Stack traces, logs and past tickets are analyzed together; the agent proposes a root-cause hypothesis and related commits.
Explore the ARKE LLM product
$ arke review pr/1284 --model arke-code-13b
23 files analyzed  ·  on-prem  ·  0 external calls
⚠ auth.ts:142 — token expiry check missing
⚠ api/order.ts — N+1 query on line 87
Test coverage 81% → 3 new tests suggested
# Summary comment posted to the PR — code never left
$
Review time reduced%40
Code locality%100
04 · Industry

Human Resources

The problem Hundreds of CVs, the recurring "how much leave do I have left?" questions, and onboarding rebuilt from scratch for every new hire: the HR team works for the routine, not the strategy.

The Arketic solution: HR roles from the library of 70+ ready-made enterprise personas go live in minutes: a self-service assistant fields the questions, a recruiting agent screens the candidate pool, and an onboarding workflow runs every step in order — all permission-aware and configurable for KVKK requirements.

Solution mix Assistants + Agents + Workflows
CV screening The recruiting agent ranks the candidate pool against the job criteria; a reasoned shortlist goes to HR for approval.
Onboarding The workflow triggers account, equipment, training and welcome steps in order; nothing gets forgotten.
Training planning Looking at role and skill data, the assistant prepares personalized training and mentoring suggestions.
Employee questions Leave, payroll and benefits are answered 24/7 via self-service; personal data is visible to authorized eyes only.
Explore the Assistants product
Recruiting AgentFrontend Developer opening · 214 applications LIVE
Could you rank the frontend applications against our criteria?
Done: 18 of 214 candidates are shortlisted. Reasoned summaries are ready for the top 5 — experience, tech fit and salary expectations compared. I'll send the interview invites with your approval.✓ Shortlist added to the HR board
Screening time reduced%70
05 · Industry

IT Service Management

The problem Every incident lands in the same queue: the L1 team burns its time on password resets, critical tickets get noticed at the SLA limit, and the knowledge base exists — but nobody reads it.

The Arketic solution: An agent classifies, prioritizes and routes every ticket, and applies known-error fixes with human approval. The founding team's ITSM background (ITOM, NexGen RPA) means these scenarios come straight from the field.

Solution mix Agents + Workflows + Assistants
Incident triage Incoming tickets are classified, prioritized and assigned to the right resolver group within seconds.
Automated resolution For known errors like password resets and disk cleanup, the agent applies the fix — critical steps stay human-approved.
Knowledge base KB articles become conversational through the assistant; every resolved case feeds the knowledge base back.
SLA tracking The workflow watches the SLA clock, triggers escalation before the limit, and drops summary reports to managers.
Explore the Agents product
Incident Triage AgentService desk · last hour LIVE
P1 Disk alarm — srv-db-02Known error · auto-cleanup applied ✓ → Infrastructure
P2 VPN authentication failureSimilar tickets merged → Network team
P4 Password reset requestResolved via self-service flow ✓ Closed
SLA compliance%97
06 · Industry

Customer Relations

The problem Requests bounce from channel to channel, call summaries never get written, and customers repeat their story every time. Dissatisfaction is usually noticed only after the customer is lost.

The Arketic solution: A multilingual assistant covers self-service 24/7, an agent routes every request to the right team via intent analysis, and a workflow writes the call summary into your CRM. Sentiment analysis tracks emotion across all channels — at-risk customers surface before they're lost.

Solution mix Assistants + Agents + Workflows
Request routing Intent analysis sends every request to the right team with the right priority; the mis-transfer loops end.
Call summaries The moment a call ends, the summary, actions and follow-up tasks are logged into the CRM automatically.
Sentiment analysis Emotional tone is tracked across all channels; the team is proactively alerted when a customer's negative signals grow.
Self-service Routine questions are handled 24/7 by the multilingual assistant; complex cases are handed to a representative with a summary attached.
Explore the Assistants product
Sentiment BoardAll channels · last 7 days LIVE
Positive %64
Neutral %28
At risk %8
Negative trend in 3 accounts — team assigned proactive follow-up
WebWhatsAppTeamsCall CenterEmail
07 · Industry

Legal

The problem Hundreds of case files, contract versions and precedents live in scattered folders; finding the right precedent takes hours. And uploading a client file to an external AI service is out of the question anyway, given confidentiality obligations.

The Arketic solution: In a fully on-premise deployment, no document ever leaves the office. The assistant makes case files and precedents queryable, the agent compares contract versions clause by clause — and every answer cites the document it relies on.

Solution mix ARKE LLM + Assistants + Agents
Case analysis The assistant summarizes the filings, evidence and deadlines in the file; the lawyer sees the whole case in minutes.
Precedent research Precedents are queried in natural language; the assistant lists the relevant case law with citations.
Contract comparison The agent compares two versions clause by clause, flagging changed and risky provisions with reasoning.
Fully on-premise privacy Hundreds of files are managed safely under one roof; with ARKE LLM, no client data ever leaves the premises.
Explore the ARKE LLM product
Contract Comparison Agentservice_agreement v3 → v4 · 42 clauses LIVE
C 6.1 Liability cap changedAmount updated · flagged with reasoning Δ Changed
C 9.4 Penalty clause addedNew provision · reasoned risk note ready ⚠ Risk
C 12 Confidentiality provisionsIdentical in both versions ✓ Same
Comparison progress%65
✓ Report ready · fully on-premise — no file left the building
08 · Industry

Finance & Insurance

The problemDocument review for credit files, policy-claim dossiers and KYC is still manual. Preparing for BDDK, SPK and KVKK audits turns into a separate project every time.

The Arketic solution: A document-review assistant assesses the file against regulation, flags gaps and inconsistencies, and logs every query with an audit trail. When regulation changes, criteria update without waiting for retraining.

Credit file reviewThe assistant checks the file against regulation and internal policy, listing gaps with reasons.
Policy and claim documentsClaim documents are compared against policy terms; inconsistencies are flagged immediately.
KYC and complianceThe assistant tracks the onboarding document flow; the file cannot advance until a missing step is completed.
Audit file preparationBecause every query is logged, the audit file is ready from day one.
Document Review Assistantcredit_file_4471 · 18 documentsLIVE
01Tax certificate · current✓ Clear
02Trade registry · 3 months old⚠ Check
03Signature circular · missing● Missing
04Balance sheet · compliant✓ Clear
09 · Industry

Retail & E-commerce

The problemCampaign, pricing and stock decisions have to be made across many stores and seasons, with no time left to look at past performance.

The Arketic solution: A decision-support assistant weighs stock and past sales together and proposes campaigns, always leaving the final call to a person. A regional manager sees only their region; the central team sees the consolidated view.

Campaign recommendationStock levels and sales history are weighed together; the assistant proposes which product needs a campaign, with reasoning.
Lead scoringProspects are scored by AI and pushed into the CRM automatically.
Returns and campaign approvalRepeating approval steps move into a workflow; amounts above the threshold escalate to a manager.
Replenishment requestAt critical stock levels the agent drafts an order proposal from supplier history.
Campaign Decision Assistant42 stores · weekly cycleLIVE
Stock turnover72%
Campaign fit88%
Margin protection64%
Regional coverage100%
10 · Industry

Public Sector

The problemDocument checks for licences, permits, tenders and citizen applications are manual. When regulation changes, the review criteria lag behind.

The Arketic solution: An application assistant assesses documents against regulation instantly, flags what is missing and sends the applicant a sample document automatically. When regulation changes, criteria update without retraining.

Application and document reviewIncoming applications are assessed for regulatory compliance; missing and non-compliant documents are flagged.
Regulation trackingWhen a regulation changes, review criteria and outputs update without waiting for retraining.
Licence and permit processesDocument-heavy processes are modelled as workflows; every step and approval is recorded.
Citizen guidanceThe assistant does more than point the way — it delivers the sample document by portal or email.
Application Review Assistantlicence application · regulation v12LIVE
Application received14 documents
Checked against regulation3 gaps found
Sample document sentemail
Specialist reviewqueued
11 · Industry

Energy & Utilities

The problemField teams hunt for maintenance procedures, fault history and safety instructions in separate places, while tariff and licence regulation keeps changing.

The Arketic solution: A field assistant brings the three sources together in one place while a regulation assistant tracks tariff and licence changes. Grid and customer data never leaves your infrastructure.

Field knowledge baseMaintenance procedures, fault history and safety instructions in one source; the field team reaches the right answer immediately.
Regulation and tariff trackingWhen a regulation changes, criteria update without waiting for retraining.
Fault reporting and maintenance approvalThe process is modelled end to end from report to approval, with human sign-off at the critical step.
Sustainability metricsMeasurable indicators for energy, waste and supply chain are reported into the analytics panel.
Field Knowledge AssistantTM-14 · maintenance window openLIVE
Procedure coverage94%
Fault history match81%
Safety instruction currency100%
Regulation tracking88%
12 · Industry

Education

The problemStudent and parent questions fill the administrative team's day, while the academic calendar, regulations and procedures sit in separate documents.

The Arketic solution: The knowledge-base assistant answers only from the sources you upload — no room for invented answers. Student records are visible only to authorised units, and parent communication runs at a separate access level.

Student and parent questionsAcademic calendar, regulations and procedures in one knowledge base; every answer arrives with its source.
Enrolment, scholarship and transfer documentsMissing or incorrect documents in an application are caught immediately.
Staff onboardingRole-based micro-learning scenarios are prepared for new teaching and administrative staff.
Regulation searchFaculty and administrative staff get fast answers from a trusted source.
Enrolment Application FlowFall 2026 · scholarship applicationLIVE
Application form received9 fields
Document check1 missing: transcript
Parent notifiedemail + portal
Committee reviewawaiting session
13 · Industry

Machinery Manufacturing

The problemPreparing a quote means merging BOM, past project cost and supplier data by hand, while staff turnover in field service loses hard-won knowledge every time.

The Arketic solution: A quoting assistant cross-checks the three sources and drafts the offer, while a field-learning diagnostic assistant matches root causes against past records and updates itself with every case.

Quoting and cost estimationBOM, past project cost and supplier data are cross-checked; hidden cost components surface.
Root-cause diagnosisEvery case from the field updates the knowledge base, so diagnosis sharpens over time.
Maintenance planningMaintenance history and failure risk across the machine park are weighed together.
Spare part forecastingSpare part demand is projected from past consumption and failure patterns.
Quote Evaluation AssistantQTE-2291 · 46 line itemsLIVE
01Main body · matched past cost✓ Clear
02Hydraulic group · supplier increase⚠ Check
03Assembly labour · no data● Missing
04Coating · contracted price✓ Clear

These scenarios are running in the field today

The platform is in production: active customers across four industries, with ongoing PoCs including energy. Not promises — live systems.

Automotive

Active customer

Logistics

Active customer

Manufacturing

Active customer

Service Operations

Active customer

Energy

PoC ongoing

We don't publish customer names on our website; one-on-one reference calls are arranged during the demo process.

Public sector~95%human-level accuracyA provincial chamber of commerce — Regulation-aware document review assistant
Manufacturing & salessales team productivityA metal packaging producer exporting to 50+ countries — AI-assisted sales automation
Logisticshours → minutesmessage processing timeA logistics firm running hundreds of trucks across TR and Europe — Multilingual driver comms over WhatsApp
Automotive supply+15%SLA complianceA just-in-time glass supplier to OEMs — OEM-to-ERP chain monitoring with anomaly flagging
Service operations20%savings — the target was 10%A large authorised service network — Field-learning root-cause diagnostic assistant
Machinery & quoting~80%human-level accuracyA tier-supplier producing parts for OEMs — Quote evaluation from BOM and order data

Measurable results in your industry, in 4-5 weeks

Instead of months of open-ended projects: one use case from your industry is selected, tested in a live pilot, and the go/no-go decision is made with numbers.

Week 1

Discovery & Preparation

Selecting the right use case for your industry, data discovery, hierarchy and permission mapping.

Weeks 2-3

Agent Design & Pilot

Live testing with selected users and a rapid feedback loop.

Weeks 4-5

ROI & Decision

Success metrics, cost-benefit analysis and a numbers-based go/no-go decision.

After the PoC: the production migration plan and AI transformation roadmap are delivered ready to use. Plan a PoC Call

Don't see your industry here?

The platform is industry-agnostic. Let's talk through your own scenario in a 30-minute demo and see what's possible while your data stays with you.