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AXON / EVIDENCE 01 ENGAGEMENT + 04 PUBLIC SOURCES

Evidence, with context.

See what Axon is delivering now, then examine the results companies already operating AI systems have publicly reported.

Our active engagement is anonymized. Public evidence is named and linked to its original source.

01Axon engagement

Building a U.S.-ready brand
and digital presence.

For an established veterinary imaging company entering the U.S. market — presented anonymously while the engagement is in progress.

02Public evidence

Start with the result.
Then choose the system.

AI creates value in a handful of practical ways. The right starting point is the result your team needs — not the model everyone is talking about.

Time

Save time

Cost

Lower cost

Capacity

Handle more

Decisions

Act sooner

Quality

Reduce errors

Growth

Grow and retain

01Industry intelligence

Vattenfall × MyTelescope

External signals become decision-ready intelligence.

Vattenfall uses a conversational market-intelligence system to explore consumer spending and global trends from different business perspectives.

What it produces

Role-specific market analysis, demand signals, trend summaries and automatically refreshed monthly updates.

Measure your version

Research hours, time to insight, source coverage, signal relevance and decisions influenced.

4–5× faster platform query response
Built on 81B+ global searchesAnalysis refreshed monthly
Google Cloud source
02Knowledge assistant

Morgan Stanley

Advisors ask the firm, not the filing cabinet.

An internal assistant retrieves answers from a corpus of 100,000 documents. Morgan Stanley paired retrieval with expert evaluation, daily regression tests and human review.

What it produces

Answers from internal knowledge, research summaries, CRM-ready meeting notes and draft client follow-ups.

Measure your version

Search time, answer accuracy, source coverage, adoption and time returned to client-facing work.

20to80% document access
98%+ advisor-team adoptionFollow-ups moved from days to hours
OpenAI source
03Workflow automation

Volvo Group

Documents move through the workflow, not the inbox.

Volvo Group built a monitored pipeline for invoices, credit notes and claims. It reads mixed-format documents, decides whether translation is needed and routes each result.

What it produces

Structured XML or CSV records, routing decisions, archived files and a dashboard of processing time, throughput and success rate.

Measure your version

Manual hours removed, processing time, throughput, exception rate, accuracy and rework.

10,000+ manual hours saved
850+ manual hours saved per month6-week proof of concept
Microsoft source
04Customer assistant

Klarna

Routine service becomes immediate and always available.

Klarna's customer assistant handles refunds, returns, payments and disputes in more than 35 languages. Customers can still choose a live agent.

What it produces

Resolved service requests, completed customer actions, multilingual answers and escalation to a person when needed.

Measure your version

Resolution time, repeat contacts, satisfaction, cost per resolution, containment and successful hand-offs.

11to<2 minutes to resolve
25% fewer repeat inquiries2.3M conversations in month one
Klarna source

◆ Results are reported by the named companies or their technology partners. They show what is possible, not a forecast of results for every business.

03What transfers

The enterprise version is large.
The useful pattern is small.

A mid-market team does not need to reproduce the scale. It needs one valuable workflow, a trustworthy information boundary and a result it can measure.

Monitor

Industry intelligence brief

Collect agreed market, competitor and supplier signals; verify material claims; turn them into a short, sourced management brief.

Measure → research hours · relevance · decision latency
Find

Company knowledge assistant

Give a team one place to ask questions across policies, product files and process documents — with citations and permissions intact.

Measure → search time · accuracy · source coverage
Move

Document-led workflow

Read incoming forms or files, apply business rules, flag exceptions, request approval and write the result back to existing systems.

Measure → hours removed · cycle time · error rate
Serve

Customer-facing assistant

Answer bounded questions around the clock, complete approved actions and hand uncertain or sensitive cases to a person.

Measure → resolution · satisfaction · cost to serve
→Let's Talk

Find the first system worth building.

We map the work, choose a bounded starting point and define how success will be measured before a build begins.

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