AI Consulting · Development · Training

We help enterprises adopt AI securely, reliably, and with
governance built in.

Tailored enterprise AI solutions — secure by design, stable in production, governed at every layer. From advisory and training to process integration and production-grade AI development, we meet your organization where it is and build an adoption path that fits your data maturity, your team, and your goals.

Book a free strategy call → Explore our services

AI advisory

Strategy & roadmaps

Training & enablement

Workshops & upskilling

Integration & process

Systems & workflow engineering

Process automation

AI-driven workflows

AI development

Custom applications

Services
Upskill → Upgrade → Automate
We take organizations through a proven AI maturity journey — building capability first, then enhancing existing processes, then fully automating with AI. Strategic advisory and leadership guide every step.
Foundation — available at every stage
Strategic guidance doesn't stop when implementation starts. These capabilities are available across every phase of your AI journey — whether you're just exploring or scaling across departments.

AI strategy & advisory

We assess your data landscape and AI readiness, map high-impact opportunities, evaluate vendors and tools, and build a prioritized adoption roadmap — including security and governance planning. Whether you're starting from zero or scaling an existing initiative, strategic clarity comes first.

Includes: AI readiness assessment, data maturity audit, opportunity mapping & use case prioritization, vendor evaluation, technology recommendations, governance planning, executive-ready roadmaps with ROI estimates.

AI project leadership

We embed in your team as an AI advocate — providing project management, business analysis, stakeholder alignment, and technical guidance to ensure your AI initiatives stay aligned with business objectives and organizational readiness.

Includes: Embedded AI advocacy, project management, business analysis, stakeholder communication, change management guidance, technical oversight, cross-team coordination.
1
Upskill
Build your team's AI capability and confidence

Training & enablement

Practical, hands-on programs for leaders and teams. We help your organization build genuine AI literacy — not just tool familiarity, but the judgment to evaluate opportunities, understand risks, and make informed decisions. From executive briefings that cut through the hype to hands-on workshops where your analysts build their first AI tools, we tailor every session to your industry, your roles, and your current capability level.

Includes: Executive AI literacy sessions, hands-on AI tool workshops, responsible AI & governance training, prompt engineering for business users, AI risk & security awareness, custom team enablement programs, capability assessment & learning roadmaps.
2
Upgrade
Adopt AI into your existing processes — off-the-shelf or custom

AI tool adoption & configuration

Not everything needs to be custom-built. We evaluate, select, and deploy off-the-shelf AI tools into your existing workflows — Microsoft Copilot, Azure AI services, cloud-native AI platforms, and more. We handle configuration, integration with your systems, and user onboarding so your team gets value from proven tools without the overhead of custom development.

Includes: AI tool evaluation & selection, platform configuration & customization, off-the-shelf AI deployment, system connectivity, user adoption support, cost-benefit analysis vs. custom build.

Integration & process engineering

We integrate AI into your existing business processes and enterprise systems — not as a standalone tool, but as an embedded capability that makes your workflows smarter. From connecting SAP and ERP systems to AI services, to embedding intelligent extraction into finance workflows, to building the data pipelines and semantic layers that make everything work reliably.

Includes: AI-into-process integration, enterprise system connectivity (SAP, ERP, CRM), API & middleware architecture, ETL & data pipeline engineering, workflow orchestration, semantic layer design, data quality & lineage frameworks.
3
Automate
Fully automate processes with AI-driven intelligence

Intelligent process automation

End-to-end automation of workflows that previously required manual judgment. AI doesn't just assist your processes — it orchestrates them. Automated decision-making, intelligent routing, exception handling, and multi-step workflow coordination that transforms how your organization operates.

Includes: AI-orchestrated workflow automation, automated decision engines, intelligent document processing at scale, exception handling & escalation logic, multi-system coordination, automated reporting & analytics pipelines.

Custom AI development

Production-grade AI applications built for your specific domain and workflows. Document intelligence systems, conversational analytics platforms, domain-specific AI agents — engineered with security, stability, and governance from the first line of code. Solutions you own and control completely.

Includes: RAG pipelines & document intelligence, conversational AI & natural language interfaces, domain-specific AI agents, API development, enterprise system integration, role-based access controls, full documentation & knowledge transfer.
+

Not sure where to start?

Most clients begin with an AI readiness assessment — a focused 2–3 week engagement that maps your data landscape, evaluates your processes and security posture, and identifies the highest-impact starting point. It's the lowest-risk way to begin.

Built into every engagement
Secure. Stable. Governed. That's not a tagline — it's how every solution is built.
These principles are embedded in every engagement — because enterprise AI without them is a liability, not an asset.
🔒

Secure

Access controls by design

Role-based permissions, data encryption, and audit trails are architected from day one — not patched in after deployment.

Stable

Production-grade reliability

Solutions built on enterprise-tested architecture — robust error handling, monitoring, scalable infrastructure, and graceful degradation under load.

Governed

Compliance alignment

Solutions designed to align with SOX, GDPR, HIPAA, and industry-specific regulatory mandates your auditors care about.

🔍

Prompt & model hardening

Protection against prompt injection, data leakage through model outputs, and unauthorized information extraction.

🛡

Data lineage & quality

We map data flows end-to-end, enforce classification policies, and ensure AI models only access what they're authorized to see.

📖

Full auditability

Every AI decision path, data flow, and model interaction is logged and documented. Transparent, explainable, and accountable.

Included in every engagement
No additional cost
Enterprise-grade by default
How we work
Your AI partner from first conversation
to production and beyond
We guide organizations through every stage of AI adoption — starting with clarity and education, not code. Whether you need strategic guidance or a full build, every engagement follows a proven path.
1
Assess & educate
Understanding before building
We learn your organization's data maturity, operational workflows, and team readiness. We help your leadership understand what AI can realistically achieve in your context — separating signal from hype — so you can make informed decisions about where to invest.
Advisory

Data landscape audit, AI opportunity mapping, security & governance assessment

Enablement

Executive AI briefings, team workshops, responsible AI training

2
Plan & prioritize
Strategy before implementation
We work alongside your leadership to co-create a tailored AI adoption roadmap. Together we prioritize use cases by business impact, technical feasibility, and organizational readiness — so you invest in what matters most, in the right sequence.
Strategy

Use case prioritization, ROI estimation, technology recommendations

Guidance

Vendor evaluation support, data readiness planning, change management advice

3
Build & integrate
Proven solutions, not science experiments
We build working AI solutions on your actual data — starting with a proof of concept and scaling to production. Every solution integrates into your existing systems with security, stability, and governance engineered in from the start.
Prove

Working PoC on your data in 4–6 weeks, with proper access controls from day one

Deploy

Production engineering, enterprise integration, security hardening, purpose-built interfaces

4
Enable & evolve
Long-term partnership, not a handoff
We train your team on the solution and on responsible AI practices. We document everything, transfer full ownership, and stay engaged to help you identify the next opportunity. Your first AI success should be the beginning, not the end.
Transfer

Team training, full documentation, governance frameworks — you own everything

Grow

Ongoing advisory, expansion roadmap, new use case identification, continuous improvement

Industries & specializations
Cross-industry expertise,
with deep roots in finance
We work across sectors. Our enterprise data and analytics background means we're effective anywhere there's complex data — and we bring particular depth to financial analytics and planning.

Energy & industrial

Operations planning, material management, supply chain optimization. Deep SAP integration expertise across upstream and midstream operations.

Material forecasting Operations analytics

Manufacturing

Demand planning, procurement analytics, quality documentation. AI that connects the shop floor to the boardroom.

Demand planning AI Procurement analytics

Professional services

Document-heavy firms: legal, accounting, consulting. Automate extraction, search, and analysis across large document corpuses.

Contract intelligence Knowledge management

Government & public sector

State and local agencies navigating AI adoption with strict compliance requirements. We understand procurement frameworks, data sovereignty, and the governance standards public-sector AI demands.

Document processing AI governance frameworks
Signature solutions
Two AI patterns we've
perfected for enterprise teams
Reusable solution patterns that accelerate delivery and reduce risk. Built on proven architecture with security and governance baked in.
Pattern 01

Talk to your documents

We ingest your document corpus — contracts, filings, reports, compliance documents — and build an intelligent Q&A interface with source-level citations. Role-based access ensures users only see documents they're authorized to query.

"What was our effective tax rate in Q3 across all subsidiaries, and which entities had the highest variance from plan?"
Answered in seconds with page-level citations — not hours of manual searching.
Pattern 02

Talk to your data

We connect AI to your existing data sources — SAP, SQL databases, cloud platforms, even structured spreadsheets — with a semantic layer that makes AI-generated queries actually correct. Built-in guardrails prevent unauthorized access and ensure queries respect your security model.

"Show me OPEX by cost center vs. budget for the last 4 quarters, and flag any line items over 15% above plan."
Instant chart + data table — built on your real data model, not a generic demo.
Why Kriwin
We're not an AI company learning your data.
We're a data company that mastered AI.
Two decades of enterprise data engineering means we understand the hardest part of AI — making it work with real systems, real data, and real organizational complexity.
01

Secure — by design, not by patch

Access controls, data encryption, prompt hardening, and audit trails are architected into every solution from the first line of code. We don't build first and secure later — because in enterprise AI, that approach fails every time.

02

Stable — built for production, not demos

We've spent two decades building ETL pipelines, data warehouses, and analytics platforms that run in production across SAP, cloud, and legacy landscapes. Our AI solutions inherit that same engineering rigor — reliable, scalable, and tested against your real data complexity.

03

Governed — compliant and auditable

Every AI decision path, data flow, and model interaction is documented and aligned with your regulatory requirements. When your auditor or compliance team asks "how does this work?" — you have the answer, not a shrug. Solutions you fully own and control.

20+
Years in enterprise data
SAP
BW, S/4, SAC, HANA
ETL
Across every major platform
AI
Secure, stable, governed

Let's find your AI starting point

Book a 30-minute strategy conversation. We'll discuss your data landscape, security requirements, and the highest-impact AI opportunities. No pitch, no pressure.

Book a free strategy call → or email info@kriwin.ai