AI that makes sense.

We find where AI helps. Then we build it.

Documents · Decisions · Approvals

AI automation agents and workflows

Find. Build. Operate.

Automation Opportunity Audit

We map workflows, score potential, and surface fast wins.

Agent & Workflow Automation

We build agents and orchestrations that remove repetitive work.

Document, Billing, Back-office

Intake, classify, extract, validate, approve. End-to-end.

Support & Knowledge Assistants

Answers with sources. Policy-aware. Human in the loop.

Data & Integration

Clean inputs. Solid connectors. No vendor lock-in.

LLMOps & Oversight

Evaluation, monitoring, guardrails, rollback, and logs.

Outcome, not decks. Working systems. Faster cycles.

Where AI Helps

Digital transformation, made practical. Map. Automate. Measure.

AI works best on repetitive, rule-based tasks. Document processing. Data entry. Internal Q&A. Approvals. We find where automation removes friction and reduces errors.

Why Now?

The opportunity window is closing

Busywork exploded

Less copy-paste. More progress.

Agents matured

Follow rules. Escalate. Log.

Governance matters

Access. Audit. Oversight.

Cross-industry. Deeply practical.

Banking & Insurance

KYC, claims triage, document flows, internal knowledge.

Architecture & Engineering

BIM/CDE handoffs, submittals, approvals, version control.

Professional Services & Marketing

Proposals, reporting, approvals, internal Q&A.

Different sectors. Same promise: faster, cleaner workflows.

Three steps. Clear deliverables.

Audit

We study your processes, systems, and data. We define success.

Deliverables:

  • Prioritized backlog
  • Risks
  • KPI baselines
  • Pilot brief

Pilot

We build a scoped solution with your data. We validate together.

Deliverables:

  • Working prototype
  • Evaluation report
  • Rollout plan

Operate & Scale

We deploy, monitor, and improve. Retainer or handover.

Deliverables:

  • Runbooks
  • Dashboards
  • Training
  • Change plan

Timelines and investment depend on scope and data readiness.

Tool-agnostic. Outcome-driven. Safe by design.

Tool-agnostic

OpenAI, Claude, Gemini, Azure; n8n, Make; LangChain. We pick what fits.

Outcome-driven

Small start. Measured results. Scale what works.

Safe by design

Access control, audit logs, escalation, rollback.

We keep promises small. And delivery strong.

Automation engineers. LLM specialists.

We design, integrate, and operate agentic workflows. No hype. No lock-in. Just useful systems.

Portrait of Stefan Mau, AI automation and integration specialist at ainorama

Stefan Mau

Founder & Lead, Automation + Integration

Maps workflows, designs integrations, and orchestrates automation. Focus: document flows, approvals, and system connections.

Portrait of Per Niemann, AI automation and integration specialist at ainorama

Per Niemann

Founder & Lead, Agents + LLM Systems

Designs agent workflows, builds RAG systems, and implements guardrails. Focus: knowledge assistants and safe AI outputs.

We use what works. Not what's trendy.

Examples: OpenAI · Claude · Gemini · Azure · n8n · Make · LangChain · Custom APIs

LLM platforms — OpenAI, Claude, Gemini, Azure

Automation — n8n, Make, custom workflows

Agent frameworks — LangChain, custom builds

Infrastructure — cloud‑agnostic deployment

Examples only. Tool-agnostic by design.

FAQ

Common questions

Yes. It's consulting.

No. Pilots are scoped, paid builds.

Repetitive, rule-based work with clear inputs and outputs.

Depends on scope, data, approvals. We agree ranges.

Usually no. APIs, webhooks, light glue.

Evaluation. Guardrails. Audit logs.

We stop, document findings, and don't push rollouts.

We build with access control, logging, and human oversight.

Ready? Let's talk automation.

Book your paid audit or ask a question