01
Communication
Clarify what was requested and understood.
SOLLAR SYSTEM · VISION FOR 2027
Intelligencefor teams thatwork together.
We are researching how agents could help people notice communication gaps, connect information and coordinate work across a company.
Research and development vision for 2027. Not included in Sollar App plans.
A SYSTEM THAT CONNECTS THE COMPANY
Connected people, knowledge and decisions.
The sun represents Sollar. Its orbits show what the research aims to connect to help teams work better.
Explore the expert networkExplore all 19 elements
People
Operations
Knowledge
Direction
SCROLL TO DISCOVER SOLLAR SYSTEM
01Communication across teams
02Company knowledge
03Decisions with follow-up
THE RESEARCH OBJECTIVE
Help people
work together.
A delivery depends on several teams. Even when everyone knows their own job, missing information can put the result at risk.
We are researching agents that could notice these gaps and help resolve them while work is underway.
02
Information
Find the missing document or decision.
03
Management
Identify who can resolve the issue.
04
Governance
Respect the company’s decision rules.
The ambition: fewer coordination errors. Greater capacity to build together.
See an example: from conversation to decision
Explore the interface and follow a case between purchasing in Brazil and production in China.
THE APP AS A STARTING POINT
The conversation continues
in the business tool.
The research builds on Sollar App. It aims to connect what people discuss with company documents, commitments and systems.
A familiar interface
Text, voice, groups and video calls with the habits of a messaging app.
Translation in the conversation
Dubbed voice messages and translated captions help teams in different countries.
Connected to the work
The next step links a conversation to what needs a decision or follow-up.
9:41
Brazil ↔ China operationsPurchasing · Production · Sofia, AI agent
TODAY
Your next conversation starts here…
PT ↔ 中文CONCEPT DEMONSTRATION
CONCEPT DEMONSTRATION
How one question affects a shipment
Purchasing in Brazil and production in China need to agree on what shipping on Friday means.
M
MarcosBR / Conversation
Can we ship the batch on Friday?
PT ↔ 中文
W
WeiCN / Conversation
周五可以发货，但需要今天确认包装。
We can ship on Friday, but we need to confirm the packaging today.
Sofia · AI AGENT
What does shipping on Friday mean?
It could mean leaving the factory or the ship departing. The agent asks the team to confirm the milestone and time.
SourceBatch #2048 conversation
PendingConfirm delivery milestone and time zone
The team confirms the commitment before recording it.
The agreement reaches the MiniApp.
This simulation does not send a real request.
MINIAPP / PURCHASING
Packaging for batch #2048
Owner: purchasing team
Deadline: today, 16:00 · Brasília
Awaiting human confirmationResearch example with fictional data. The integrations shown still need to be developed.
RESEARCH EXAMPLE
Pending packaging approval
could delay a shipment.
In this example, an agent links a message to the delivery deadline and contacts the people who can confirm the next step.
SHARED OBJECTIVE
Deliver the batch on the agreed date.Connected context
SYSTEMPurchasingPackaging defined
ProductionProduction planned
ShippingSlot reserved
CustomerDelivery agreed
Every commitment has a dependency.
Delivery depends on four teams.
Purchasing confirms packaging, production prepares the batch, logistics books the shipment and sales agrees on a date with the customer.
01Business objective02Confirmed decisions03Connected systems
Simulation with fictional data. The analysis and actions illustrate the proposed architecture.
Follow-up
Notice an open issue during work.
Clarification
Ask for confirmation when meaning is unclear.
Referral
Involve the person who can decide.
Memory
Keep the agreement and its sources.
WHAT WE ARE RESEARCHING
Help the team notice
what needs attention.
We want agents to follow authorized work, identify questions and bring them to the people who can resolve them.
01
Clarify
Confirm what a request means before departments follow different interpretations.
02
Coordinate
Link an open issue to the people and deliveries that depend on it.
03
Refer
Bring decisions to the person with the responsibility and authority to make them.
04
Learn
Record results and the reasons for changes for future reference.
Find the history
behind a decision.
Who approved it? Why did it change? Company memory should answer with the original conversation and document.
Why did we change the packaging?
The packaging changed to protect the batch in transit. The team recorded approval in the conversation and specification v3.
01Original conversation02Specification v303Confirmed decision
CONCEPT DEMONSTRATIONAGENTS IN EVERYDAY WORK
Help from agents that know
the subject and the context.
Agents will have defined roles, languages and identities. They could ask for clarification, consult authorized documents and follow commitments. People will know they are talking to AI.
AI AGENTSofia
Portuguese · BrazilOperations coordination
“Let’s confirm that deadline together.”
Helps clarify commitments and follow up on outstanding work.
AI AGENTLin
Mandarin · ChinaA bridge between teams
“先确认细节，再一起推进。”Supports communication across countries and asks for confirmation when meaning is unclear.
AI AGENTRenato
Portuguese · BrazilCompany knowledge
“I found the decision. Here’s the source.”
Connects questions to the history and documents a person is authorized to access.
Illustrative research personas. Roles, languages and voices could be adapted to each team.
The outcome that matters: a team more capable of working together.
KNOWLEDGE REVIEWED BY PEOPLE
Agents developed
with human specialists.
We are designing a catalog of agents whose knowledge will be maintained by professionals in each field. Profiles should show who created, reviewed and takes responsibility for each skill.
Authorship
Methods and sources linked to the professionals who provide them.
Review
Assessment of skills, conditions of use and agent limitations.
Updates
New cases and changes in the field enter the training cycle.
Authorized access
Company credentials permit actions in specified systems.
Expert networkCatalog demonstration30 All fields
Explore the proposed fields in the catalog.
6 of 30 specialties
SPECIALIST AGENT01 / 30
International Business Law
Human experts
Leading corporate lawyers with expertise in international contracts, disputes and cross-border operations.
SPECIALIST AGENT10 / 30
Corporate Finance
Human experts
CFOs, senior financial analysts, controllers and valuation and financial planning specialists.
SPECIALIST AGENT14 / 30
Cybersecurity
Human experts
CISOs, security researchers, red team professionals and incident response specialists.
SPECIALIST AGENT18 / 30
Production Engineering and Manufacturing
Human experts
Production engineers and Lean Manufacturing, Six Sigma and industrial operations specialists.
SPECIALIST AGENT25 / 30
Organizational Psychology
Human experts
Organizational psychologists, behavioral researchers and leadership, motivation and team dynamics specialists.
SPECIALIST AGENT26 / 30
Communication and Conflict Management
Human experts
Communication specialists, mediators, negotiators, psychologists and conflict resolution professionals.
SPECIALIST AGENT02 / 30
International Tax Law
Human experts
Tax experts in fiscal planning, international treaties, corporate structures and tax compliance.
SPECIALIST AGENT03 / 30
Employment Law and Labor Relations
Human experts
Employment lawyers, labor relations specialists and HR compliance experts.
SPECIALIST AGENT04 / 30
Mergers, Acquisitions and Due Diligence
Human experts
M&A lawyers, investment bankers, auditors and corporate transaction advisers.
SPECIALIST AGENT05 / 30
Corporate Governance
Human experts
Board members, governance specialists, compliance officers and former large-company executives.
SPECIALIST AGENT06 / 30
Compliance and Corporate Integrity
Human experts
Former chief compliance officers, auditors, lawyers and anti-corruption specialists.
SPECIALIST AGENT07 / 30
Enterprise Risk Management
Human experts
Chief risk officers, enterprise risk specialists, auditors and risk advisers.
SPECIALIST AGENT08 / 30
Business Strategy
Human experts
Former CEOs, strategists, management consultants and business school faculty.
SPECIALIST AGENT09 / 30
Corporate Restructuring and Turnaround
Human experts
Turnaround executives, financial advisers and restructuring specialists.
SPECIALIST AGENT11 / 30
Investment and Valuation
Human experts
Fund managers, investment analysts, venture capitalists, private equity professionals and valuation experts.
SPECIALIST AGENT12 / 30
Accounting and Audit
Human experts
Accountants, independent auditors, former Big Four professionals and internal control specialists.
SPECIALIST AGENT13 / 30
Corporate Fraud and Forensic Investigation
Human experts
Forensic accountants, corporate investigators, auditors and fraud prevention specialists.
SPECIALIST AGENT15 / 30
Software Architecture
Human experts
Software architects, CTOs, principal engineers and distributed systems specialists.
SPECIALIST AGENT16 / 30
Artificial Intelligence and Machine Learning
Human experts
AI researchers, machine learning engineers, LLM specialists and data scientists.
SPECIALIST AGENT17 / 30
Electronics and Embedded Systems
Human experts
Senior electronics engineers and hardware, firmware, PCB and embedded systems specialists.
SPECIALIST AGENT19 / 30
Industrial Quality and Reliability
Human experts
Quality engineers and FMEA, CAPA, ISO, reliability engineering and failure analysis specialists.
SPECIALIST AGENT20 / 30
Supply Chain and Strategic Procurement
Human experts
Supply chain leaders, procurement executives and sourcing and supplier management specialists.
SPECIALIST AGENT21 / 30
International Trade and Operations
Human experts
Import, export, customs, Incoterms, international logistics and customs compliance specialists.
SPECIALIST AGENT22 / 30
Business Negotiation
Human experts
Professional negotiators, commercial executives and complex negotiation and dispute resolution specialists.
SPECIALIST AGENT23 / 30
Enterprise Sales and Key Accounts
Human experts
Chief revenue officers, sales directors, enterprise sellers and complex B2B sales specialists.
SPECIALIST AGENT24 / 30
Strategic Marketing and Positioning
Human experts
CMOs, brand strategists and growth, positioning and market behavior specialists.
SPECIALIST AGENT27 / 30
Leadership and Executive Management
Human experts
CEOs, COOs, CHROs, board members and executives with a proven organizational leadership record.
SPECIALIST AGENT28 / 30
Crisis Management
Human experts
Crisis management executives and crisis communication, security, legal and business continuity specialists.
SPECIALIST AGENT29 / 30
Geopolitics and Strategic Intelligence
Human experts
Diplomats, geopolitical analysts, researchers and international relations and economic intelligence specialists.
SPECIALIST AGENT30 / 30
International Business and Culture
Human experts
Multicultural executives, China, US, Europe and other market specialists, business anthropologists and cross-cultural advisers.
No specialties found. Try a different term.
The profile should show the competence and who stands behind it.
PROFESSIONAL AVATARS
A way to extend
specialist services.
A professional could authorize an agent to use their methods and knowledge. When a case needs personal involvement, it reaches the specialist and their team with an organized history.
Human professionalIllustrative profile
Helena Duarte
International business law
- Experience
- Contracts, corporate affairs and international negotiations
- Credentials
- Registration, jurisdiction and professional background on the profile
Authorship and accountabilityHelena Duarte
AI
Professional avatar
An authorized professional version.
Serving multiple companies.
When a case needs a person
A CONTACT IN SOLLAR
Helena’s avatarAI
I have organized the contract points, the team’s questions and the documents. This case needs the expert’s review.
The avatar preserves context, clarifies questions within its scope and recognizes when to involve a person.
REMOTE PROFESSIONAL SERVICE
Helena + teamHuman professional
We have received the case with the full context. Let’s agree on the scope of the engagement and the next steps.
The professional receives an organized case, accepts the engagement and agrees with the business on how to participate.
HUMAN + AI + BUSINESS
One shared work contextHuman professional
The human guidance returns to the conversation. Owners, decisions and next steps remain connected.
Expert knowledge reaches multiple businesses; each engagement retains its own scope, permissions and accountability.
Who creates and who reviews
The profile identifies the professionals involved and each person’s role.
Helena Duarte
Authorship · Business law
Rafael Torres
Review · Risk and audit
Mei Chen
Review · International operations
Fictional names illustrate how authorship, credentials, experience and roles will be presented.
A proposed catalog of 30 fields. Names and profiles are fictional. Specialists, councils and certifications will be presented as credentialing progresses.
MINIAPPS AND INTEGRATIONS
Connect a decision
to the right system.
In the System proposal, people and agents could use MiniApps to consult data and carry out authorized actions in ERP, CRM and other systems.
Architecture and integrations in development.
Explore the MiniApp architectureMINIAPPSQuotes, orders and approvals alongside negotiations.
DEVELOPMENT PATH
Research informed
by real use.
01 / First phase
Sollar App
Messaging, translation, support agents and MiniApps. Pilots will start with communication problems.
02 / Research for 2027
Sollar System
Connect conversations, commitments and decisions to help teams avoid coordination errors.
03 / Expansion
Specialists and integrations
Test human-reviewed agents, professional avatars and connections to company systems.
04 / Long term
Other interfaces
Explore glasses, watches and humanoid robots. Neural interfaces belong to later research.
2027 guides the research. Availability of each capability depends on test results.
PROJECT PRINCIPLES
Trust depends
on clear rules.
We are designing agent participation around access boundaries, identification and responsibility.
Visible identity
Every agent identifies itself as AI, with a known role and remit.
Defined access
The company decides which data, conversations and systems each agent may consult.
Responsible decisions
Important actions go to the authorized person with sources and a record of the decision.
Signals for a conversation
A question or delay should prompt clarification. By itself, it does not define someone’s ability or intentions.
WHY WE ARE BUILDING SOLLAR
We believe in what people can build together.
Companies grow when people can share knowledge and coordinate their work. We want AI to help where that cooperation tends to break down.
About the research
What belongs to Sollar App?
The first phase is a messenger with translation, support agents and MiniApps. Android and iOS are in development and the first pilots are being prepared.
Will System launch in 2027?
2027 is the research horizon for this proposal. Each capability requires development and validation. A release date has not been confirmed.
How would specialists participate?
The proposal includes knowledge and skill reviews by identified professionals. Authorized avatars could refer cases to the specialist and their team. The catalog on this page is illustrative.
How can a company participate?
Start with an App pilot and talk to the team about problems you would like to study. Investors and research partners can also get in touch.
COMPANIES, RESEARCHERS AND INVESTORS
Let’s discuss
the research.
Tell us about a problem your business faces or how you would like to contribute to Sollar System.
Visit Sollar App to explore the first phase.