SOLUTIONS

Real problems deserve
specific solutions.

Customer service, voice devices, intelligence and operations: start with the data, workflow and testable outcome.

SAKERAI / IN YOUR WORLD

Beyond the chat window.

Continue work on a computer, capture a thought on your phone, and bring useful context to the field.

START WITH THE WORK

The best AI projects often begin with a very ordinary problem.

Find a scenario your team recognizes. Understand the bottleneck before choosing the technology.

01 / Customer service

Can't keep up when inquiries spike?

Knowledge is scattered and difficult questions still need human support.

A place to begin

Start with one recurring question; define sources, safe answers and human escalation.

Customer service solution
02 / Agent users & automation

What did the agents do, and what comes next?

Sessions are scattered. Reusing experience and scheduling work takes effort.

A place to begin

Find tasks locally, opt into memory and run scheduled or bounded work.

Lanner · Local agent workbench
03 / Market research

Lots of updates, few useful decisions?

Competitor moves and market signals are difficult to verify.

A place to begin

Build a reviewable brief around consistent questions and sources.

Augur · Intelligence
04 / Voice devices

A smart device takes more than a model API.

Audio, transports, interruptions and tools must work together.

A place to begin

Start with one device and test the voice flow end to end.

Mio · AI devices

Lanner / Agent workbench

How can an agent pick up
yesterday's work and learn from it?

Sessions and tasks are scattered across tools; prior work rarely informs the next run.

Your objective

Recover prior work, review context and plan a controlled next run.

  1. Find prior sessions and tasks
  2. Review agent handoff and opt-in memory
  3. Schedule bounded work and inspect analysis
Explore product
LannerWORK / 01

Illustrative deliverable

Agent follow-up plan

Previous work
Sessions and next actions
Reusable context
Approved memory and handoff
Next step
Automation or bounded loop

Find work, review a handoff, opt into memory and plan bounded follow-up tasks.

An illustrative workflow using a prepared task.

Augur / Intelligence

A competitor just made a move.
What actually changed?

Stories and announcements get mixed with old news.

Your objective

Follow competitor product and pricing changes with traceable evidence.

  1. Define topics and public sources
  2. Compare changes and connect evidence
  3. Organize observations for further review
Explore product
AugurWORK / 02

Illustrative deliverable

Market observation brief

Watch
Competitor products and pricing
Observe
Source changes and related signals
Next action
Verify and follow the evidence

A source-backed competitive update with a timeline.

An illustrative workflow using a prepared task.

Lagger / Brand growth

When customers ask AI,
what does it say about your brand?

Model answers vary across platforms.

Your objective

Observe brand mentions, descriptions and citations in representative buying questions.

  1. Choose a brand and key questions
  2. Review mentions and citations
  3. Identify evidence-backed content improvements
Explore product
LaggerWORK / 03

Illustrative deliverable

Brand visibility brief

Questions
Representative buying intent
Review
Mentions, descriptions and sources
Next action
Verify before adjusting content

Review mentions and citations on a defined question set.

An illustrative workflow using a prepared task.

Saker Studio / Creative work

One video series.
Stop recreating the same settings.

Characters and scenes get lost between shots.

Your objective

Organize a consistent creative direction for a series of brand videos.

  1. Select character and scene assets
  2. Compose structured creative prompts
  3. Use them in a production workflow
Explore product
Saker StudioWORK / 04

Illustrative deliverable

Creative direction card

Objective
A series of brand videos
Assets
Characters, wardrobe and scenes
Direction
Reusable aesthetics and prompts

Reuse structured creative direction.

An illustrative workflow using a prepared task.

Saker Energy / Operations

Several alerts at one site.
Which one matters first?

Equipment alerts come from different sources.

Your objective

Organize site signals into a maintenance brief for human review.

  1. Collect cross-device signals
  2. Review candidate causes and checks
  3. Prepare a human-approved work order
Explore product
Saker EnergyWORK / 05

Illustrative deliverable

Maintenance brief draft

Scope
Site equipment anomalies
Review
Related signals and candidate causes
Boundary
Qualified personnel confirm actions

Review correlated signals and draft the next work order.

An illustrative workflow using a prepared task.

FROM SCOPING TO DELIVERY

From a real need to a usable workflow.

01

Choose a real workflow

Who starts it? Where does it get stuck?

Workflow and handoff map
02

Check data and access

Who owns the source, API and device? Which actions need approval?

Systems and permissions checklist
03

Test real examples

Check accuracy, latency, exceptions and review.

Test cases and findings
04

Plan the rollout

Agree on monitoring, rollback and ownership before scaling.

Launch checklist

Business owners should understand the value. Engineers should know what to build.

For a support assistant, connecting a model to a knowledge base isn't enough. Who maintains the knowledge? What happens when the answer is uncertain? When does a person take over billing or complaints? Define that before implementation.

Prepare a project brief ↗

SAKERAI / SERVICE AI

Make every customer conversation
more useful.

Industry scenarios spanning Double 11 service peaks, AliMe-style ecommerce assistants, telecom support and insurance customer-service training.

Double 11 peaksAliMe-style supportTelecom customer serviceInsurance staff training
Read the project story ↗

AI HARDWARE / INTELLIGENT DEVICES

Bring voice, knowledge and agents into the devices people actually use.

Voice assistants, recording cards, smart glasses and robots — connected through flexible voice and agent capabilities.

Voice assistantsAI recording cardsSmart glassesRobots
Explore AI devices ↗

HOW WE START

Prove one workflow.
Then discuss scale.

You don’t need a long pitch deck. Start with the people, the current process, what takes time, and what success would look like.

  1. 01

    Define the outcome

    Understand the user, the friction and what meaningful progress looks like.

  2. 02

    Match the capabilities

    Review sources, boundaries and existing workflows against the relevant products.

  3. 03

    Validate the value

    Test a representative workflow against criteria agreed together.

  4. 04

    Expand deliberately

    Keep review and rollback in place before deciding what comes next.

Enterprise

YOUR NEXT CHAPTER

Start with one problem.
Solve it well.

Begin with one workflow and a result you can check.