Audit
System + data audit of your existing AI pilot. You get a risk map, an eval plan, and a build-ready scope — whether or not we build it. System + data audit of your AI pilot. Risk map, eval plan, build-ready scope.
STANDALONE · FIXED PRICE
SPAIN · NORDICS · SWITZERLAND · FRANCE · TÜRKİYE ES · NORDICS · CH · FR · TR
AI that ships.
PRTKL is an AI enablement consultancy. We partner with teams to move from prototype to production — hands-on, repeatable, on time.
ANTHROPIC-TRAINED · CERTIFIED ARCHITECT TRACK — IN PROGRESS
PRTKL — REFERENCE TOPOLOGY Nº 01 AUG 2026FIG. 01
01 WHY AI PILOTS STALL
WHAT THE AUDIT FINDS
The gap is not the model.
A pilot proves a capability. Production demands evals with thresholds, failure modes with fallbacks, observability, and an owner. That is architecture work that most teams haven't done yet. A pilot proves a capability. Production demands evals, fallbacks, observability and an owner. That's architecture work.
STALL REPORT — TYPICAL PILOT AUDIT · WK 0
CAPABILITY DEMO PASS
GOVERNED DATA + RETRIEVAL GOVERNED DATA MISSING
EVAL SUITE WITH THRESHOLDS EVAL THRESHOLDS MISSING
FAILURE MODES + FALLBACKS FALLBACKS MISSING
TRACING + MONITORING TRACING + ALERTS MISSING
OWNER + RUNBOOK UNASSIGNED
VERDICT — STALLED REMAINING WORK = ARCHITECTURE
02 AI CONSULTING SERVICES
THREE WAYS TO ENGAGE
Architecture Sprint
Stalled AI pilot to production: target architecture, build, evals with thresholds, guardrails, observability, handover. Audit included. Stalled AI pilot to production: build, evals, guardrails, observability, handover. Fixed price.
FIXED PRICE — SCOPED ON THE INTRO CALL
Run
After the sprint, if you want us close: monitoring, eval regressions, model upgrades, quarterly architecture reviews. Your team still owns the system. Post-ship: monitoring, eval regressions, model upgrades. Optional, monthly.
MONTHLY · OPTIONAL
03 WHAT SHIPS TO PRODUCTION
NºCOMPONENTROLESTATUS
01 INTAKE API ingress + auth LIVE
02 ORCHESTRATOR routing + state LIVE
03 CLAUDE CORE reasoning CORE
04 RETRIEVAL governed data LIVE
05 EVAL HARNESS nightly QA gates ASYNC
06 TRACING + ALERTS observability LIVE
07 RUNBOOK + HANDOVER your team runs it DOC
04 COMMON QUESTIONS
PLAIN ANSWERS — NO DECK
What does PRTKL do?
PRTKL is an AI enablement consultancy. We take AI pilots that work in a demo and turn them into production systems — evals with thresholds, failure modes with fallbacks, observability, and a handover your team owns. Hands-on architecture work, fixed-price engagements.
What does the AI audit deliver?
A system and data audit of your existing AI pilot. You get a risk map, an eval plan, and a build-ready scope — whether or not we build it. The audit is standalone and fixed price.
What is the Architecture Sprint?
Our flagship engagement: a stalled AI pilot to production. Target architecture, build, evals with thresholds, guardrails, observability, and handover — audit included. Fixed price, scoped on the intro call.
Who runs the system after launch?
Your team does — every sprint ends with a runbook and handover. If you want us close after shipping, Run is an optional monthly engagement: monitoring, eval regressions, model upgrades, and quarterly architecture reviews.
Which markets does PRTKL serve?
We partner with teams across Spain, the Nordics — Sweden, Norway, Denmark, Finland — Switzerland, France, and Türkiye. Scope is agreed on a 30-minute intro call.
Why is the reference architecture Claude-centric?
The team is Anthropic-trained, with the certified architect track in progress, and our reference production topology — orchestrator, governed retrieval, eval harness, tracing — is built around the Claude API as the reasoning core.
05 CONTACT
NO AI HERE — A PERSON ANSWERS
Book a call
INTRO CALL — 30 MINUTES, NO DECK.
SCOPE ON THE CALL. INTRO CALL — 30 MIN, NO DECK. A PERSON ANSWERS.
SCOPE ON THE CALL. INTRO CALL — 30 MIN, NO DECK. A PERSON ANSWERS.
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INTAKE — DISCOVERY CALL F/01 · POST
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