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Gigabrain use cases

Give your AI the knowledge to do more.

Build customer-facing agents that know your business. Put years of research within reach. Give your team the context behind every project. Gigabrain turns scattered information into connected knowledge your agents can retrieve and use.

Get Gigabrain

One persistent knowledge system for your work, your team and the agents you choose.

Your knowledge compounds. Your agents keep up.

Connect the decision to the meeting, the customer to their requirements and the research finding to its evidence. Gigabrain combines semantic search, exact-term retrieval and graph traversal to bring relevant information and its relationships into your agent’s work.

Carry that knowledge into the next session, another connected agent or an authorised teammate’s workflow. Keep the updates you approve and the sources behind them. Your knowledge belongs to your work, not to one conversation.

Build these applications with Gigabrain System and your chosen agents and integrations. The Loop Pack is optional. Explore the examples below, with practical setup guidance for each.

Customers and revenue

Give your agents the background behind each customer conversation.

Customer support that knows your business

A customer asks a question that crosses a product guide, a policy and an earlier support case. A generic answer misses the exception that matters.

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Bring together
Product documentation, current policies, troubleshooting notes and permitted support records.
What Gigabrain connects
Connect a product and its version to the relevant policy, known issue and resolution. Keep old instructions distinguishable from current guidance.
What your agent can help you do
Equip your support chatbot to answer with your product knowledge, explain the next steps and bring the relevant case history into every handover. Give customers an answer grounded in your business, with sources your team can inspect.

Example request · illustrative

Which instructions apply to this product version, and has our team resolved this issue before? Show the sources.
Setup and checks

Start with internal reply drafts. A customer-facing chatbot also needs a chat interface, retrieval integration, access controls and escalation rules. Customer records must stay within the appropriate account boundary.

Check it works: Test ordinary questions, exceptions and questions with no answer in your sources. Check that private cases never appear in another customer’s response.

Sales follow-ups with the conversation history

A prospect has already explained their requirements, but that background is split between call notes, emails and your customer records.

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Bring together
Product specifications, approved pricing, CRM exports, call transcripts and previous proposals.
What Gigabrain connects
Link the customer’s requirements to the relevant product, earlier questions and recorded commitments. Preserve who agreed what and when.
What your agent can help you do
Turn the conversation history into a focused follow-up. Give your sales agent the background to address objections, prepare proposals and carry the customer’s requirements into the next conversation.

Example request · illustrative

Draft a follow-up for this prospect. Address their integration concern and distinguish confirmed features from requests we have not agreed to.
Setup and checks

Connect or export the records your agent is allowed to use. Sending messages, updating a CRM and responding automatically require separate tools, permissions and review rules.

Check it works: Compare the draft with the source conversation. Verify prices, product claims and commitments before sending; do not infer agreement from silence.

A shared customer history for your team

Sales remembers the promise, support remembers the complaint, and the account owner has the renewal notes. No single conversation contains the whole story.

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Bring together
Account notes, contracts, support summaries, implementation records and renewal discussions.
What Gigabrain connects
Bring records about the same customer together and connect their requirements, commitments, issues and decisions. Review uncertain identity matches rather than merging them blindly.
What your agent can help you do
Give authorised teammates a shared account history they can query through their agents. Bring promises, open issues and renewal context into the same briefing, without reconstructing the relationship from scattered records.

Example request · illustrative

What have we promised this customer, which issues remain open, and what should the next account owner know?
Setup and checks

Configure shared access, record ownership and an update process. Gigabrain does not automatically combine private workspaces or grant every teammate access to every source.

Check it works: Compare answers from two authorised users and test a user who should not see the account. Check the underlying storage permissions, not just instructions in a prompt.

Product advice grounded in requirements

A catalogue lists features, but a buyer needs to know which option fits their requirements and what will not work together.

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Bring together
Product catalogues, compatibility tables, installation requirements and approved buying guides.
What Gigabrain connects
Connect products to prerequisites, supported accessories, exclusions and relevant use cases. Record the source of each compatibility claim.
What your agent can help you do
Guide buyers towards products that fit their requirements. Equip your agent to explain the shortlist, compare trade-offs and surface compatibility requirements before the purchase.

Example request · illustrative

Which options meet these requirements? Explain the trade-offs and flag anything we still need to confirm.
Setup and checks

You supply the catalogue and decision rules. Live stock, prices, recommendations on a website and order placement require connections to the systems that own those facts.

Check it works: Use cases with conflicting requirements and no suitable product. The agent should identify a poor fit, not force a recommendation.

Projects and shared team knowledge

Keep the decisions and reasoning available when people, sessions or agents change.

Project decisions without the detective work

Someone asks why a deadline changed. The answer sits between meeting notes, a revised proposal and a message from last month.

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Bring together
Project briefs, meeting notes, messages, approved changes and task records.
What Gigabrain connects
Connect each decision to its project, supporting sources and later revisions. Retain the earlier decision so the history remains inspectable.
What your agent can help you do
Recover the decision and the reasoning behind it. Ask your agent for the current plan, the changes that led to it and the questions still waiting for an answer.

Example request · illustrative

What is the current delivery plan, why did it change, and which decisions are still waiting for approval?
Setup and checks

Start with one project and a named owner for changes. When teammates share the knowledge, agree how edits are reviewed and which record is current.

Check it works: Include an old plan and a later amendment. Ask a new session to find both, identify the current decision and cite the change.

Meeting preparation with the previous decisions

The next meeting starts with a recap because nobody has the commitments, unresolved questions and recent changes in one place.

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Bring together
Earlier transcripts, agendas, project notes, messages and action lists.
What Gigabrain connects
Link meetings to people, projects, decisions and follow-ups. Connect a new update to the commitment it affects.
What your agent can help you do
Walk into the meeting with the background already assembled: previous commitments, recent changes and the questions that need a decision. Use your agent to prepare from the actual project history.

Example request · illustrative

Prepare me for tomorrow’s project review. What did we agree last time, what has changed, and what should I ask?
Setup and checks

Provide transcripts or set up supported local speech transcription. Calendar access and automatic reminders depend on your connected tools. Review transcription errors in names and numbers.

Check it works: Check each commitment against its source. A discussion about an action is not necessarily an agreement to do it.

An internal assistant for handovers and onboarding

A new teammate can read the handbook but still cannot see why the team works a certain way or who made a project decision.

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Bring together
Handbooks, process notes, project histories, role guidance and approved handover documents.
What Gigabrain connects
Connect a process to its owner, the work it supports and the reasons behind exceptions. Separate organisation-wide guidance from restricted material.
What your agent can help you do
Put your team’s experience within reach of the next person who needs it. An internal assistant can explain the process, identify its owner and bring the relevant decisions into the handover.

Example request · illustrative

How do we handle this request, who owns the decision, and where is the current guidance?
Setup and checks

Set up shared storage access and an agent for each permitted user. Choose who maintains each subject. A shared folder is not a substitute for a permission model.

Check it works: Test with a new starter’s actual access. Check outdated policies, missing owners and confidential records before inviting the wider team.

Engineering work with the reasons preserved

An agent can read the code in front of it but miss the architectural decision, incident or customer constraint that explains why it exists.

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Bring together
Architecture decisions, repository documentation, runbooks, incident reviews and project requirements.
What Gigabrain connects
Connect a component to its constraints, dependencies and past decisions. Keep proposed changes separate from accepted standards.
What your agent can help you do
Give your coding agent the context behind the code. Retrieve architectural decisions and incident history before a change, then preserve the approved reasoning for the next developer or agent.

Example request · illustrative

Before changing this component, find the decisions and incidents that constrain it. What must this change preserve?
Setup and checks

Give your agent the appropriate repository and Gigabrain access. It must inspect current code and run the project’s tests; stored notes alone cannot establish runtime behaviour.

Check it works: Use a change where a plausible shortcut would violate a documented constraint. Verify that the agent retrieves the reason and that its implementation still passes review.

Research, evidence and learning

Work across a source library without losing where an answer came from.

Research across documents and database records

A useful answer may depend on several papers, a database export and an older report that uses different terminology.

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Bring together
Research papers, reports, permitted database extracts and historical archives.
What Gigabrain connects
Connect subjects, entities and findings to source passages. Semantic and lexical search help find related meaning and exact terms; graph traversal can follow recorded relationships.
What your agent can help you do
Search beyond a single document. Use your agent to assemble source-linked evidence, compare findings and follow connections across your research library, including conflicting accounts worth investigating.

Example request · illustrative

What evidence supports this explanation, what contradicts it, and which questions cannot be answered from this collection?
Setup and checks

Prepare supported, readable source files and record dates and provenance. Database connections or exports need setup. Test retrieval on a representative collection before expanding it; capacity depends on the data and hardware.

Check it works: Use questions with known answers and relevant passages outside the obvious first document. Verify citations and coverage, not just the fluency of the summary.

Build a course from your source library

You have books, papers and lecture notes, but turning them into a coherent course means tracing prerequisites, evidence and gaps across the collection.

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Bring together
Material you have the right to use: books, papers, lecture transcripts and your own teaching notes.
What Gigabrain connects
Connect concepts to prerequisite ideas, supporting passages and disagreements between sources. Keep references attached as the curriculum develops.
What your agent can help you do
Turn your source library into a course-development workspace. Build a syllabus, sequence the readings and draft lessons and assessments with references back to the original material.

Example request · illustrative

Design a six-part introduction for this audience. Explain the prerequisites, cite the readings and identify gaps in the available sources.
Setup and checks

Specify the audience, learning objectives and source permissions. Review subject accuracy and the suitability of examples; do not reproduce protected material without permission.

Check it works: Trace a lesson’s claims to the originals and ask a subject expert to review the sequence. A large collection is not necessarily a complete or balanced one.

Due diligence across a document room

Contracts, reports and correspondence may describe the same organisation differently. Important questions emerge from how the records relate.

Back to use cases ↑
Bring together
Authorised company records, contracts, reports, correspondence and a documented review checklist.
What Gigabrain connects
Connect organisations, people, obligations, dates and claims to their sources. Preserve uncertain matches and contradictory accounts for review.
What your agent can help you do
Bring contradictions and missing records into focus. Use your agent to organise the evidence, trace connected claims and prepare the questions your review team needs to resolve.

Example request · illustrative

Which claims conflict across these documents? List the evidence, the missing records and questions for the responsible reviewer.
Setup and checks

Define the permitted purpose and access boundaries. Financial, legal and risk decisions need qualified review. Gigabrain is not a turnkey fraud detector, credit-decision system or compliance certification.

Check it works: Plant a known inconsistency in a test collection. Check that it is found and described accurately without treating a relationship as proof of wrongdoing.

Operations, writing and daily life

Make the information you already keep useful in the work you do next.

Supplier and operational context in one place

A supplier change can affect a process, a delivery commitment and several internal teams. Those dependencies are often recorded in different files.

Back to use cases ↑
Bring together
Supplier records, specifications, contracts, process notes and approved incident reports.
What Gigabrain connects
Connect a supplier or component to the processes and commitments that depend on it. Keep dates and source versions attached to the records.
What your agent can help you do
See how a recorded change connects to the rest of the operation. Prepare a source-linked impact brief covering affected commitments, dependencies and the people who need to act.

Example request · illustrative

If this supplier cannot deliver, which recorded commitments depend on them and what should we verify before choosing an alternative?
Setup and checks

Import permitted records and review the dependency model. Live inventory, forecasting, procurement execution and real-time monitoring require additional systems and integration.

Check it works: Compare the brief with a known operational change. Verify dependencies with the people responsible before acting on the result.

Writing that draws on your own work

You explain your voice, preferred structure and past work to an agent, then start again the next time you need a proposal or article.

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Bring together
Your approved writing, style guide, reusable structures, project briefs and feedback.
What Gigabrain connects
Connect an example to its audience, purpose and approved guidance. Distinguish reusable language from facts or prices that belong to one old project.
What your agent can help you do
Make your best work the starting point for the next draft. Give your agent your approved examples, writing standards and preferences so it can write for the current brief with your voice in mind.

Example request · illustrative

Use my approved proposals as style references. Draft for this brief without copying another client’s details or carrying over old prices.
Setup and checks

Choose examples you are allowed to reuse and approve saved preferences. Keep client-confidential sources separate. Gigabrain supplies context; you still review the writing.

Check it works: Check voice and structure, then verify every name, price and promise. Similarity to a good example does not make a new claim accurate.

A personal assistant with your ongoing history

Plans, appointments, household documents and earlier decisions accumulate across chats. Returning to a task means reconstructing what happened.

Back to use cases ↑
Bring together
Your notes, plans, manuals, receipts and records you choose to share.
What Gigabrain connects
Connect an ongoing task to the relevant people, documents, dates and approved preferences. Keep earlier decisions available when plans change.
What your agent can help you do
Pick up where you left off. Bring your plans, decisions and household records into the next conversation so your assistant has the background to help you move the task forward.

Example request · illustrative

Help me pick up the home-maintenance plan. What have we done, what is still undecided, and which documents should I check?
Setup and checks

Begin with a small set of non-sensitive records. Calendar changes, purchases and messages require connected tools and your chosen approval rules. Hosted agents may process material you share with them.

Check it works: Start a new session and ask it to recover a known decision. Check that it distinguishes recorded facts from suggestions and does not invent a deadline.

Keep your knowledge when you change agents

One agent helped with the research, another is better suited to the next task. Moving between them should not mean rebuilding the entire project history.

Back to use cases ↑
Bring together
Source-linked notes, project decisions, approved conversation updates and working instructions.
What Gigabrain connects
Keep the knowledge in the Gigabrain files and records that your connected agents can access, rather than only inside one chat transcript.
What your agent can help you do
Choose the agent that suits the task without leaving your knowledge behind. Connected agents retrieve the same preserved background, so your project history stays useful across sessions and tools.

Example request · illustrative

Find the current project brief, approved decisions and unresolved questions. Cite the records before suggesting the next step.
Setup and checks

Configure each agent’s file or tool access. Save useful updates deliberately; Gigabrain does not automatically read every conversation. Team access and synchronisation need their own setup.

Check it works: Ask the same factual question in two configured agents and inspect their sources. The wording may differ; the underlying current record should be identifiable.

Start with one useful task

Choose a question your information should answer.

  1. Choose the task. Pick a repeated question, a handover or a source-heavy piece of work. Decide what a useful answer would contain.
  2. Prepare the sources. Begin with a bounded collection you can check. Keep dates, ownership and permissions clear.
  3. Ask and verify. Use your agent to retrieve the evidence. Inspect the source passages and test a question the collection cannot answer.
  4. Keep what you approve. Save useful decisions and corrections. Expand the collection or add automation after the basic workflow works.

System provides the core knowledge and memory tools. You supply the agent, sources and permissions. A deployed chatbot also needs its interface, authentication, hosting and integrations; sending messages or changing business records requires authorised tools. Shared use needs appropriate licences, access controls and a process for coordinating updates.

Need help choosing a first application? The optional guided setup and business-scoping call can help you define it. Its current price and scope appear in the purchase options; it is not a promise to deliver a finished custom application.

Build your Gigabrain
One complete system

Get Gigabrain.

Give your AI agent persistent, source-linked knowledge from the files you already own.

Gigabrain System
Complete core system

$79 once

The complete knowledge and memory system for your AI agent.

Try Gigabrain
7-day money-back guaranteeNot satisfied? Request a full System refund within seven days of delivery.
  • Persistent, source-linked memory
  • Semantic and lexical retrieval
  • Connected knowledge graph
  • Guided agent setup
  • Tools for building your own workflows
  • Twelve months of core updates

One-time purchase · No coding required · Knowledge stored locally · Model accounts and usage fees are separate

Gigabrain

Gigabrain System 1.1.0

Your context, ready for the next conversation.Keep your files, decisions and previous work ready for your AI.

7-day money-back guarantee

Not satisfied? Request a full System refund within seven days of delivery.

  • Keep every conversation connectedYour AI starts with the decisions and work already done.
  • Set up with a guided walkthroughStart your first project with clear, practical steps.
  • 12 months of core updatesKeep your system current as your work develops.
  • Your licence and download linkSet up on your computer. Keep your files local.

One payment. Yours to keep. No subscription.

Your AI agent and model usage fees are separate.

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