Agentic work

for companies worldwide

We implement AI systems used day-to-day: internal assistants, automation and customer support.

Reply within 24h · Free needs assessment

First version in 7 days. Custom quote setup.

Delivery focus from day one

Fast prototype

We test early with real workflows before full implementation.

Built start to finish

One accountable partner from scope to launched solution.

Reliable delivery

Clear access controls, role setup and documented deployment.

Scope doc
Pilot in production
Handover docs

What teams say after delivery

Anonymized feedback from implementations used in day-to-day work.

We moved from idea to real usage much faster than previous initiatives.

Context: Support team handling high volume product and return requests.

Delivery: Pilot running in production with clear human escalation logic.

Operations lead, Swedish e-commerce

The key value was scope clarity and a system that matched how our team already works.

Context: Project team with fragmented data across several tools.

Delivery: One workspace for planning, status and next actions.

Project manager, construction

The handover was unusually clear. Our team could continue without vendor lock-in.

Context: Internal team needing long-term ownership after launch.

Delivery: Documented handover with access model, logs and runbook.

IT manager, internal systems

E-commerceConstructionB2B servicesInternal operationsSupport organizations

Examples of teams we have delivered for (anonymized)

Nordic Retail Team

E-commerce

Sthlm Build Ops

Construction

B2B Service Group

Service business

Internal Systems Unit

Internal operations

Integrations we often implement

Implementation is built around your existing stack, not the other way around.

HubSpotSlackNotionShopifyGoogle WorkspaceMicrosoft 365AirtableZapiern8nPostgreSQLSupabaseSalesforce

Solutions

A modular setup for teams that want to go from idea to a working system.

AI Customer Support

Answer common questions faster, route requests correctly and reduce team load without losing quality.

Internal Knowledge Assistant

Search policies, processes and documents in one shared interface across the organization.

Automations & workflows

Connect systems and remove manual work from recurring operational processes.

Document parsing (PDF → structured data)

Turn unstructured documents into validated data ready for downstream systems.

Sales support & lead qualification

Prioritize the right leads, summarize context and support next actions in the sales flow.

Internal tools & dashboards

Build internal tools that gather signals, status and decisions into one clear workflow.

How we work

Four clear phases with continuous check-ins and measurable progress.

01

Needs → clarity

We map your current state, target outcomes and where impact comes first.

02

Scope → prototype

We define implementation scope and deliver a first testable version.

03

Build → integration

We build for production and connect to your existing systems and data flows.

04

Launch → improvement

The solution goes live with follow-up, iteration and prioritized improvements.

Team + process in one view

You always know who owns each step and what happens next in delivery.

Outcomes & ownership

Business owner and team define goals, constraints and priorities.

Scope & decisions

The implementation lead translates needs into a clear delivery plan.

Build & integration

We ship and connect to your systems in testable, incremental milestones.

Run in production

The team takes over with handover docs, metrics and ongoing improvement.

Weekly status updates for decision-makers
Clear acceptance criteria for each milestone
Documented handover to internal operations
A delivery model that scales without adding complexity.

Cases

Anonymized implementations focused on solution and delivery.

E-commerce: product questions & returns

Challenge: Support load increased with many repetitive product and return questions.

Solution: AI-supported first line with clear escalation to human support when needed.

Delivery: Integrated workflow with a maintained knowledge base and handover routines.

Stack: Shopify, Gorgias, internal knowledge base

Timeline: 6 weeks to production pilot

Intent routingResponse templates + guardrailsSupport handover workflow
Construction firm: quotes/planning in one place

Challenge: Information was spread across email, documents and disconnected systems.

Solution: Unified workflow for quote inputs, prioritization and planning.

Delivery: Internal portal with role-based access and clear process visibility.

Stack: Microsoft 365, Power BI, internal APIs

Timeline: 8 weeks to live usage

Quote generatorPlanning dashboardRole-based views
Internal systems: documents + search

Challenge: Teams struggled to find the correct version of internal guidance.

Solution: Search assistant with source citations and version awareness.

Delivery: Deployed solution with logging and continuous answer quality improvements.

Stack: Notion, SharePoint, vector index

Timeline: 4 weeks to internal launch

Semantic searchSource citationsQuality logs and feedback loop

Security & data

Practical controls from day one. Clear ownership for access, logging and operations.

Security controls
Included in delivery
  • Role-based access aligned to least-privilege principles.
  • Logging of key events and workflow-level changes.
  • Clear handling of keys, environment variables and integration tokens.
  • Documented deployment with handover to your internal team.
Data handling
How data is handled in delivery

01

Data sources and access scope are defined before build starts.

02

Only required data connections are enabled in the pilot phase.

03

Permissions and behavior are verified before live usage.

04

Operating model is selected: self-host or managed ops add-on.

Access matrix defined before build starts

Roles and permissions tested before go-live

Handover documentation for internal operations

NDA availableDPA when neededSelf-host supportedManaged hosting optionalSecurity review before launch

The goal is simple, verifiable security in each phase. You get clear documentation to continue internally without lock-in.

Engagement models

Quote based on your needs. Hosting and maintenance can be added, or handled by your own team.

Start

From SEK 35,000

Prototype for one clear use case with a concrete validation plan.

  • Workshop + scope
  • First working version
  • Recommended next phase
Build

From SEK 90,000

Full implementation with integration to relevant systems.

  • Production-ready build
  • Integration and data mapping
  • Launch support
Partner

From SEK 18,000/month

Ongoing improvement, operations support and prioritized development.

  • Follow-up and iteration
  • Ops, monitoring and quality
  • Maintenance is an optional add-on

Every tier is delivered as a custom quote based on scope and requirements.

FAQ

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Quick start

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What happens after you submit

1. Fast response

You get a reply within 24 hours with the recommended next step.

2. Short discovery call

We define use case scope and integration needs.

3. Clear quote

You get a delivery plan, setup and cost range.

Contact

Share what you want to build. I will return with next steps and a quote setup.

Step 1 of 5

1. What do you want to build?
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3. Timeline & goals
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5. Contact

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