user@datatactics>_ tail -f mission.log Active

Mission-critical decisions
Real-time. Auditable.

Software and AI that understand your processes and support decisions — or automate them.

Current Focus

SYSTEM

datatactics_

ACTIVE SINCE

2020

Partners, Clients & Sponsors 6 Partner · Produktion

Mission Statement

Matthias Leinweber

Founder and Managing Director

2020 · datatactics GmbH

From concept to production. Delivered. Operated.

Standard software hits its limits where complexity, compliance and 24/7 operations come together at once. Aviation. Cyber resilience. Data products. Sovereignty. That’s where we deliver — systems that hold up under load, stand the audit, and leave you in control of data and roadmap. AI is part of what we deliver, not just our toolkit: agentic AI and ML that prepare decisions in operation and make processes understandable — with clear decision boundaries, auditable.

“Others plan for months, we deliver in weeks — that’s always been my standard. Today, thanks to Agentic AI, we deliver in days. That’s why I founded datatactics: as an IT speedboat for companies, from mid-market to enterprise.”

KPI ── What we measure, what we commit to

Fast. Reliable. Sovereign.

We deliver the operational and audit-proof application layer. Cloud-agnostic by default, individual hyperscaler services only where they bring a clear benefit. Open source as a foundation: structurally exit-ready, on-premise-capable, with no vendor dictating your roadmap.

KPI 01

Everything

runs in production

> BUILT, SHIPPED, OPERATED

KPI 02

< 6 mo.

Time-to-Market

> MVP / MMP STANDARD

KPI 03

Vendor Lock-in

> STRUCTURALLY EXIT-READY

Area #01

AVIATION

Operational data and real-time decisions — in flight operations and at the airport.

Aviation is a discipline we’re at home in — in the air and on the ground: from dispatch, flight planning and telemetry to passenger flows, baggage logistics and apron coordination at the airport. What we deliver runs 24/7 in regulated environments: fast, reliable, audit-proof.

24/7

In live flight operations.

> 1M

Flights per year processed — aviation data consolidated and audit-safe.

End-to-end

In the air and on the ground — from dispatch and crew to passenger flows and baggage — on one consolidated data foundation that supports decisions in the cockpit and holds up in the audit.

Know your IT — and prove it to any auditor.

Meeting IT-security requirements and monitoring them continuously — from asset visibility through vendor and BU evaluation to software supply chain and crypto inventory. A consolidated data foundation instead of fragmented spreadsheets.

20+

Sources consolidated — asset inventory, scanners, ratings, SBOM into one auditable master view.

€0

Platform license costs on the foundation stack. Open source as leverage — not as a marketing statement.

Down to the source

Every statement traceable back to the original record. An audit trail that holds up under examination.

Data that acts — services, predictions, decisions.

Decision services that flow into business processes. ML and agentic AI in production with SLA — agents with clear decision boundaries that prepare decisions and make processes understandable. A data foundation that carries both — cloud-agnostic, integrated into your stack.

< 6 mo.

From concept to a productive data product.

0 %

Vendor lock-in. Cloud-agnostic, on-premise-capable.

Live in production

Data products that run in production — with SLA, reproducible rollout and versioned results.

Your infrastructure, your data, your exit.

Private cloud in your own data centre, platforms without licence costs and without vendor dependency — with support and SLA instead of DIY risk. The proof is checkable: the solution keeps running without us.

€0

Platform licence costs. You pay for engineering and operations — plannable and cancellable.

Exit anytime

No obligation, no minimum volume. Data and applications in open formats — the solution keeps running without us.

Enterprise-grade

Open source, professionally operated: hardening, updates, security response and guaranteed reaction times — no DIY stack.

When we are the right partner.

Four situations where we’re a good fit. If one of them describes your reality, a conversation is worth it.

+01

Regulated and complex at the same time

DORA, NIS-2, ReFuelEU, the Cyber Resilience Act, ISO 27001 — regulation needs to be met operationally, not just documented. Typical in aviation, defense, banking, insurance, regulated industry.

+02

24/7 operations with audit obligations

Systems may not fail, every statement must be traceable back to the original source. What we ship, we run too if you want — with SLA and support.

+03

Data and platform must stay yours

On-premise, hybrid or in any cloud. Open source as the foundation, exit-ready in standard formats. No vendor veto over your data or your roadmap.

+04

Senior contact, direct

You speak with the people who build your system — from the first call through to operations. No account layer, no sales filter. MVP in under 6 months as a reliable standard.

− No-Match 4 Profile

When we’re not the right partner.

Where we don’t fit — said in the first call, no pitch. Where we can, we point you to someone who does.

−01

Looking for a standard SaaS

If you’re looking for an off-the-shelf SaaS solution, we’re not the right team. We build bespoke systems tailored to your context — for integrating an existing SaaS into your stack, we’re happy to help, but the standard product itself comes from others.

−02

Pure cloud project, ownership isn't an issue

We use AWS, Azure, GCP pragmatically wherever a managed service makes more sense than a custom build. Our strength lies in regulated environments — when audit trail, on-premise capability or exit-readiness don’t matter, specialist cloud houses are closer to the job.

−03

Large mandate with 100+ consultants

We’re a small senior team in Germany, not a junior army. If your project needs a consulting brigade, classical integrators are closer to that.

−04

ERP or standard-tool integration as core business

SAP/Oracle ERP integration as the main job, or integrate a proprietary FDM, SOAR or SIEM product — not our focus. We deliver the data layer for those systems; the systems themselves you buy elsewhere.

Feedback ── What working with datatactics feels like.

Aviation

»Deeply embedded in our operations reality. Architecture decisions land fast and precise — no translation loops through an account layer.«

Aviation

»A partner who understands aviation operations and doesn’t have to be translated first. Discussions happen at eye level with our engineers, solutions arrive without friction.«

Cyber Resilience

»Clear ownership, clear hand-offs. Compliance and implementation speak the same language from day one — audit prep becomes routine.«

Cyber Resilience

»Engineers who understand DORA and CRA from a data perspective. We don’t lose time in translation loops between the compliance and the technical world.«

Data Products

»Senior architects with no account layer in between. Decisions are made directly with the people who own the system — fast and traceable.«

Data Products

»Hand-off from lab to production runs smoothly because implementation and operations align from day one — not just shortly before go-live.«

Latest ── Insights & Case Studies

Nr. 01

cyberresilience

2026-05-20

A DORA register, not a DORA tool

A DORA third-party register doesn't require its own software, but a configured evaluation grid on a platform that scores partners and business units anyway. How a register is mapped onto OpenScorecard — and why the audit mode changes in the process.

Nr. 02

dataproducts

2026-05-14

OpenScorecard — scoring for partners and business units

OpenScorecard evaluates partners, suppliers and business units across multiple levels — one platform, configurable scoring, self-service access for the evaluated side. Frameworks and questionnaires are configuration, not code. Apache 2.0 foundation, exit-ready, on-premise-capable.

Nr. 03

cyberresilience

2026-05-13

Mosaic — asset intelligence

Mosaic brings together the assets and the processes of your IT from over 20 sources into one auditable graph. With a built-in AI layer for correlation and compliance statements. Apache 2.0 foundation, exit-ready, on-premise-capable.