Gemini brings AI across your work.
Hobasa runs the intelligence operation.
Gemini offers a broad AI environment for productivity, analysis and automation. Hobasa delivers a focused, managed intelligence operation across Finance, HR, Payroll and Operations - connected and reconciled data, configured Finance and HR logic, controlled calculations, expert-reviewed findings and ongoing monitoring - implemented and maintained for you.
GeminiPowerful intelligence
AI across Workspace, enterprise search, agents and connected workflows.
Gemini
A custom Gemini-based solution
Your own operating program
Your team or partner assembles and maintains the surrounding capability.
An implemented capability
A managed data foundation, business checks, evidence and continuing operation.
AI capability is one part.
Dependable intelligence is the whole.
Gemini is not behind, and Google offers substantial enterprise integrations, agent infrastructure and security. Your business information still sits across accounting, payroll, HR, scheduling, billing and operational systems - with different identifiers, periods and definitions.
What Gemini genuinely does
- Enterprise integrationsGoogle offers substantial integrations across its workspace and cloud services.
- Agent infrastructureGemini supports agents and developer tooling for enterprise work.
- Security and administrationIt runs inside Google's enterprise security and administration model.
- Across your workIt brings AI into the apps and documents your people already use.
This is not a criticism of the tools.
For a CFO the question is practical: do we want AI applied across our work, or a managed capability that continuously prepares the data, runs the checks, validates the findings and supports action?
With Hobasa, the rest is part of the engagement.
The rest that still needs an owner
Everything between a working connection and a decision your team can defend.
Hobasa capabilities reflect its published offering and depend on the agreed scope. Examples on this page are illustrative, not measured customer results.
A connection gives access.
Implementation establishes meaning.
A translator can explain documents written in different languages. A financial operation must also determine whether those documents refer to the same transaction, period and obligation. Gemini can help understand the words - reconciling the business is a separate responsibility.
“Which clients are less profitable because staffing costs changed?”
The answer depends on matching clients, aligning periods, allocating shared staff and knowing which hours were billable.
Hobasa configures those relationships before they are reused across analysis and monitoring.
Different client names
Match billing and timesheet records to the same client.
Different reporting periods
Align payroll costs with the right revenue period.
Shared employees
Apply the agreed project-cost allocation.
Billable overtime
Check the contract before calling an amount leakage.
Late invoices
Separate timing differences from missing billing.
Which Gemini are we comparing?
"Gemini" covers several products and delivery models. Hobasa's closest alternative is a complete Gemini-based analytical solution, with the implementation and operating work required for the same outcome. A Gemini seat, by itself, is a different purchase.
Gemini Apps
General assistance, analysis and supported connected workflows.
Gemini in Google Workspace
AI within productivity applications.
Gemini Enterprise
Enterprise access, search, agents and connected business workflows.
A custom Gemini-based solution
A company-specific application built on Google's AI and cloud infrastructure.
Availability varies by edition and feature; Google states some promoted capabilities remain in early access.
Having the data is not the same as being ready to act on it.
Gemini can be connected to QuickBooks, ADP, databases or APIs. That gives it access. Business data is rarely clean: it has to be cleaned, reconciled, transformed, masked for PII and kept secure from the model before an answer is correct, safe and defensible.
With Gemini on its own, that work is left to your team - and must be rebuilt and maintained every time a system changes.
What Hobasa changes
Hobasa implements and maintains every step in between, so your team works from one clean, protected and evidenced version of the numbers.
What Gemini does not do
that Hobasa does.
Gemini is genuinely capable. These are the gaps that remain when the goal is a dependable Finance and HR capability, not a single good answer.
Reaches beyond Google Workspace
Gemini is strongest inside Docs, Sheets and Gmail. ERP, payroll and HRIS data still need to be integrated and prepared.
Connects QuickBooks, ADP, ERPs, databases and flat files in one foundation.
Someone who understands your business
No one sits with your team to learn how the business runs, what is already working and what actually matters to you. Deciding that is left to you.
We start on a call with your team, learn how the business runs, and agree what matters before anything is built.
Data cleaned and prepared
Your records stay exactly as they are. Duplicates, missing values, inconsistent formats and unmatched names remain your team's problem to fix before any answer can be trusted.
Records are cleaned, matched and validated before a figure is calculated.
Maintained reconciliation
Gemini can compare records you provide. It does not keep a tested, maintained mapping of the same employee, vendor or client across your systems.
Mappings are built, tested and maintained as systems change.
One locked set of definitions
Answers depend on how each person asks. "Margin" or "labor cost" can be calculated differently from one chat to the next.
KPI definitions are agreed once and reused in every answer and check.
Sensitive data protection
No one keeps personal data out of the model for you. Whether sensitive fields reach a third-party AI model depends entirely on how your team configures access and prompts.
PII and sensitive business data never reach third-party AI models.
Continuous compliance monitoring
Gemini answers when asked. It does not run ongoing checks, handle exemptions or track who owns an open issue.
Configured checks run continuously, with ownership and follow-up.
Expert-validated findings
There is no Finance or HR specialist reviewing the logic or the result before it reaches your leaders.
Subject-matter experts validate definitions, thresholds and released findings.
Evidence behind every finding
Outputs are not automatically tied back to the source records and queries that produced them.
Each released finding links to its source records and executed query.
A team that implements and runs it
Building, testing and maintaining all of the above falls to your own engineers and analysts.
Hobasa implements, operates and tunes the capability within scope.
The fair comparison has three columns.
Compare the assistant, the complete solution your team could build around it, and the managed capability Hobasa delivers.
| Capability | Gemini Apps, Workspace & Enterprise | A custom Gemini-based solution | Hobasa's managed offering |
|---|---|---|---|
| Cross-system access | Retrieve information through supported integrations and connected workflows. | Your team or partner engineers integrations for your actual systems. | Managed connections across Finance, HR, Payroll and Operations. |
| Cleaning & validation | Can identify inconsistencies and help generate transformation logic. | Build repeatable preparation, freshness checks and exception handling. | Data preparation and validation are part of the operating workflow. |
| Reconciliation | Can compare sources through designed workflows. | Maintain matching logic, period alignment and unresolved differences. | Recurring reconciliation with an operating owner; differences preserved for investigation. |
| Business model & KPIs | Works with configured context, definitions and instructions. | Design, validate and maintain company-specific metrics and allocations. | A shared Finance + HR model with SME-validated definitions and thresholds. |
| Deep analysis | Flexible analysis and investigation across connected data. | Connect reasoning to reliable calculations and business context. | Analysis grounded in configured records, calculations and business definitions. |
| Prediction & benchmarks | Can support model construction, interpretation and accessible reference data. | Select data, test assumptions and maintain analytical frameworks. | Trend, forecasting and benchmark analysis within scope; external benchmarks require suitable licensed sources. |
| Anomalies & leakage | Can support detection logic and analyze supporting evidence. | Engineer recurring detection, contextual checks and exception review. | Recurring cross-system checks spanning billing, payroll and operational activity. |
| Dashboards & conversation | Create and explain outputs within productivity applications. | Build persistent views over a maintained analytical foundation. | Pre-built business dashboards and plain-language answers over the same model. |
Custom deployments vary by their design and delivery team. Gemini capabilities depend on the edition and feature; some remain in early access. Hobasa coverage depends on the agreed implementation scope.
The model subscription is one line.
The operation is the ownership decision.
A complete build also needs engineering, domain expertise, infrastructure, testing and continuing maintenance. Hobasa brings those responsibilities together in one managed engagement.
Data engineering
Connections, refreshes, transformations and reconciliation
Analytics engineering
Business definitions, relationships and allocations
AI & application engineering
Tool execution, orchestration, constraints and evaluation
Quality & security
Testing, permissions, logs and incident handling
Finance & HR expertise
KPI definitions, exceptions and finding validation
Operational ownership
Priorities, support, change management and follow-up
$500,000+ per year
in salaries and contractors to build and run this operation - and that is before a single finding reaches your team.
The upkeep is the larger part. Definitions change, systems change and rules change, and someone has to keep the answers correct every month after go-live. That is not the business you set out to run. Your people are worth more on the decisions only they can make, while Hobasa carries the build and the upkeep.
Illustrative for a dedicated US operation. See the build-and-operate budget below.
These are capabilities, not six mandatory full-time hires. Existing teams, contractors and fractional specialists can cover them. A narrow use case costs less than a broad dedicated deployment.
An illustrative US build-and-operate budget
Planning assumptions from the supplied brief, not salary benchmarks, a market quotation or a universal minimum.
This represents substantial dedicated ownership. Existing infrastructure, a smaller scope or different delivery arrangements may reduce cost. Hobasa has not been priced in this example, so no savings percentage is claimed.
Compare your actual build budget with a scoped Hobasa proposal.
Build when it is strategic.
Choose managed when the outcome matters more.
Use Gemini or build on Google if
You need AI across everyday productivity in Google Workspace, or you have mature engineering infrastructure and highly proprietary requirements. If surface-level findings are enough for your needs, this approach can serve you well.
Choose Hobasa if
You need deeper Finance and HR visibility across disconnected systems, validated in-depth findings and ongoing monitoring - without establishing a separate engineering operation.
This is not an either-or decision about AI. Gemini can remain valuable for everyday productivity while Hobasa operates the configured business intelligence capability.
Questions worth asking before you decide.
Can someone build similar capabilities with Gemini?
Yes. Integrations, reliable calculations, reconciliation, review and ongoing maintenance can be engineered on Google's AI and cloud infrastructure. AI coding tools can reduce effort, but someone still approves definitions, validates controls and owns the service. The practical decision is whether your team wants to own that program or buy an implemented capability.
Does Hobasa replace our existing software?
Hobasa sits across your existing Finance, HR, Payroll and Operations systems. It does not require replacing your accounting or planning tools simply to investigate cross-system gaps.
What can we customize?
Connections, business definitions, KPI thresholds and monitoring scope are configured for your business. Confirm proprietary-system access, jurisdictions and ongoing changes in the proposal.
What happens after the first successful demo?
Source schemas change, credentials expire, refreshes fail, new entities appear and definitions evolve. With a build, your team owns those costs. With Hobasa, they sit in the managed engagement.
Is Hobasa always cheaper?
No universal cost claim is made. Compare the agreed Hobasa scope and price with your complete internal delivery and operating costs, including staff time and maintenance.
What should a useful demonstration prove?
Use a business question involving mismatched records. Ask how the sources align, how the calculation is produced, what evidence supports the finding and who owns follow-up. Agree access and scope before using your own records.
Buy the capability.
Not a new engineering project.
See how Hobasa connects the records, validates the business logic and turns a cross-system issue into a finding your team can act on.
Comparison based on the supplied brief and published product positioning. Check current capabilities and terms with Google and discuss Hobasa's proposed scope with our team. No independent performance or cost advantage is claimed.
