Enterprise data operations and AI delivery

Senior data and AI delivery for work that cannot wait.

Datrick is a boutique consultancy for IT service firms and technology leaders. DBA operations, database migrations, BI, analytics, and production Claude workflows, delivered by senior architects under fixed-scope engagements.

Official Anthropic Partner Confidential AI model training experience DBA, BI, migration, analytics, and Claude workflows
Protect
client delivery, margin, continuity, trust
Stabilize
handover gaps, outages, migrations, reporting
Expand
from urgent support into an ongoing operations program
Delivery model Partner-ready
Partner delivery Under your brand Delivery support for IT outsourcing firms protecting client relationships
Emergency Ownership gaps Key-person departures, failed handovers, unresponsive teams
Operations DBA, BI, migration Coverage across the entry points where client risk appears first
Continuity Documentation and reporting Runbooks, dashboards, status cadence, and handover materials

Two buyer paths

Built for the firms that own the client relationship and the CTOs who need direct recovery.

Partner channel

For IT service firms

Extend your delivery with a senior data team operating under your brand and your account ownership. Datrick supports client work across DBA/NOC, migration, BI reporting, analytics, and AI workflows.

Direct support

For CTOs and technical leaders

Bring in senior data support when a key developer leaves, handover fails, reporting breaks, or a migration creates risk your internal team cannot absorb quickly enough.

When teams bring us in

Senior delivery for urgent operating moments.

Handover failure

A key technical person leaves

The database, dashboards, migration scripts, or reporting process still has to run, but the person who understood the system is gone or unavailable.

Partner overload

An IT service firm needs delivery

The partner owns the client relationship and needs a senior team to deliver DBA, BI, migration, analytics, or Claude workflow work under their brand.

AI execution

An AI project needs expert human review

Teams need model evaluation, coding task design, rubric creation, Claude workflow implementation, or AI outputs checked by technical reviewers.

Entry points

Most engagements start with an urgent gap, then expand into ongoing support.

01

DBA and NOC coverage

Monitoring, incidents, backups, restore coordination, escalation, and recurring operational review for critical database environments.

02

Migration Support

Development, QA, testing, optimization, reporting continuity, and transition support when legacy workloads or client systems are changing.

03

BI and reporting continuity

Dashboard fixes, KPI definitions, refresh reliability, stakeholder reporting, and handover for reporting layers clients depend on.

04

Analytics delivery

Data models, pipelines, API integrations, operational analysis, and recurring business reporting for delivery teams that need answers quickly.

05

Handover recovery

System inventory, access review, runbooks, known issues, reporting dependencies, and operational documentation when ownership has gone missing.

06

AI Workflow Automation

Claude and LLM-backed workflows for reporting, triage, document analysis, migration QA, and internal operations with human review.

07

AI model training and evaluation

Managed technical teams for coding evaluations, data workflow tasks, rubrics, golden answers, and expert review for AI training programs.

Why Datrick

Built for situations where a client relationship depends on delivery discipline.

01

Partner-friendly delivery

We support the work behind your client relationship with clear scope, steady communication, documentation, and respect for account ownership.

02

Continuity under pressure

Key-person departures, failed handovers, migration windows, and reporting breaks are handled with visible next steps and practical escalation.

03

Expandable engagements

Start with DBA/NOC, migration, BI, analytics, or AI automation, then expand into an ongoing operations program when the fit is proven.

04

Senior ownership

Work is scoped around clear outcomes, named responsibility, direct communication, and practical delivery cadence.

Datrick + Anthropic

Official Anthropic Partner

Claude implementation for data, operations, and internal workflows.

We help teams move from Claude experimentation to production systems that support reporting, service operations, migration work, and internal knowledge workflows.

Every engagement is scoped around a workflow owner, real system access, evaluation criteria, human review points, and operating documentation.

Talk to a Claude implementation expert
01

AI strategy grounded in workflows

Identify high-value use cases, data readiness gaps, integration needs, risk areas, and measurable production outcomes.

02

Claude implementation

Build assistants, automation steps, retrieval workflows, document intelligence, reporting copilots, and operational tools.

03

Team enablement

Train technical and business teams on Claude usage patterns, review workflows, prompt design, and safe operating practices.

04

Production rollout

Add guardrails, evaluation sets, access controls, logging, documentation, support cadence, and continuous improvement.

AI model training teams

Confidential leading-model experience

Expert technical reviewers for AI training, evaluation, and coding task design.

Coding tasks

Prompt, rubric, and golden-answer creation

Design practical coding, data, analytics, SQL, debugging, migration, and workflow tasks that evaluate real technical judgment.

Evaluation

Model output review

Review model responses for correctness, completeness, safety, reasoning quality, code behavior, edge cases, and business usefulness.

Managed delivery

Team-based delivery

Provide a managed group of technical contributors with quality review, consistent instructions, confidentiality discipline, and delivery cadence.

Enterprise fit

Data and workflow expertise

Bring practical experience from DBA, BI, analytics, software, Claude workflows, and operational systems into AI training programs.

Claude implementation services

Services we provide using Claude.

Assistants

Internal Claude Assistants

Role-specific assistants for operations, analytics, customer success, finance, and technical teams, grounded in company documents and data context.

Knowledge

Document Intelligence

Claude workflows that summarize, classify, extract, compare, and route information from contracts, PDFs, emails, tickets, spreadsheets, and reports.

Data

Data and BI Copilots

Natural-language interfaces for metrics, dashboards, KPI definitions, runbooks, and warehouse context with permission-aware retrieval.

Operations

Workflow Automation

Claude-powered steps inside CRM, helpdesk, email, Slack, spreadsheets, reporting, and service desk processes with human approval where needed.

Migration

Migration and QA Support

Assistants for migration checklists, test plans, issue summaries, documentation, stakeholder updates, and handover materials.

Governance

Deployment Guardrails

Prompt design, evaluation sets, access rules, logging, review steps, fallback behavior, and operating documentation for production use.

Claude Code and team enablement

Help your teams adopt Claude inside real development and operations work.

Claude Code Enablement

Workshops and implementation support for engineering teams using Claude Code for codebase understanding, refactoring, tests, migration support, and delivery acceleration.

Workflow Design Sessions

Hands-on sessions with operations, analytics, and leadership teams to map where Claude can reduce manual reporting, triage, documentation, and handoff work.

Evaluation and Governance

Define review criteria, approval flows, test examples, escalation rules, and rollout boundaries so Claude workflows can be trusted in daily use.

How AI projects start

Scoped services that move from opportunity to production.

Assessment

AI Workflow Assessment

Map workflows, rank automation candidates, review data readiness, and define a practical implementation roadmap.

Output Opportunity map, ROI model, scope recommendation.
Pilot

AI Automation Pilot

Deploy one working workflow connected to real systems, with human review points and measurable before/after outcomes.

Output Production workflow, documentation, handoff plan.
Program

AI Operations Program

Roll out multiple workflows across reporting, support, finance, migration, or operations with monitoring and improvement cadence.

Output Multi-workflow deployment, operating rhythm, ongoing support.

Relevant environments

For teams where reporting, migrations, AI workflows, and operations cannot drift.

Datrick works best in data-intensive operating environments where stakeholders need dependable systems, clear escalation, visible delivery progress, and automation grounded in real data.

SaaS E-commerce Logistics Fintech Insurance Enterprise services

Experience

Senior architecture judgment, practical implementation, and steady communication.

Datrick's delivery is led by senior data architects with production experience across SaaS, e-commerce, logistics, fintech, insurance, and enterprise BI environments.

Warehouse performance optimization Reduced query execution time by 68% and scan volume by 85% through clustering and pruning-aware design.
End-to-end warehouse delivery Built data models, ETL, dashboards, and KPI systems across modern warehouse, reporting, and transformation platforms.
Operational automation Created hourly API pipelines, late-delivery detection, Slack notifications, and monitoring dashboards for business-critical teams.
Enterprise BI foundation Delivered governed BI, row-level security, and reporting systems for insurance, finance, and management stakeholders.
Applied AI delivery Designs practical LLM workflows for reporting, triage, data access, document handling, migration support, and internal productivity tools.

Engagement model

Structured enough for enterprise buyers, lightweight enough to start quickly.

  1. 1

    Discovery

    We identify the business problem, critical systems, current risks, stakeholders, and desired operating outcome.

  2. 2

    Scope

    We define coverage, deliverables, access needs, communication cadence, escalation paths, and acceptance criteria.

  3. 3

    Handover

    We review runbooks, documentation, environments, dashboards, alerts, and known recurring issues before go-live.

  4. 4

    Delivery

    We execute through a named lead, maintain status visibility, and escalate issues with enough context to act.

  5. 5

    Reporting

    We keep stakeholders aligned through progress notes, blockers, operational findings, and delivery summaries.

  6. 6

    Improve

    We document recurring issues, tune slow systems, automate repetitive work, and make reporting more reliable.

Contact

Start with a scoped engagement.

Describe the situation. A senior lead reviews every inquiry and responds within one business day with a scoping recommendation or qualifying questions.

info@datrick.com +1 (408) 393-7240 Datrick, Inc. · Wilmington, DE · Istanbul

We take calls after written scoping, not before.