Inside Sprinklenet Compliance Lab: AI Tools for FAR, CAS, Per Diem, and Audit-Ready Data

Government contract compliance has always been complex. FAR, DFARS, Cost Accounting Standards, and DCAA guidance evolve, and every change ripples into contracts, indirect rates, and day-to-day employee behavior.

Sprinklenet Compliance Lab is where we design, test, and deploy AI systems that keep your team aligned with the ground truth of those rules, not whatever a general purpose chatbot happens to say on a given day.

Compliance Lab focuses on three pillars:

1. Purpose-built compliance chatbots like FARbot and CASbot that help internal staff get faster, more accurate answers.
2. AI-powered employee applications like our Expense Tracker that improve daily compliance behavior.
3. AI-assisted integration and dashboard layers that sit on top of both Sprinklenet tools and your existing systems.

Everything is driven by authoritative source data, deployed in tightly controlled environments, and designed to plug into your private enterprise data lake or cloud.

Ground Truth First, AI Second

Most off-the-shelf AI tools were never designed for government contract compliance. They were trained on broad public data, which may be incomplete, out of date, or simply wrong for your specific regulatory context.

Compliance Lab starts from the opposite direction:

• • We ingest official sources such as FAR, DFARS, CAS, DCAA guidance, and your internal policies into dedicated Knowledge Spaces.

• • We use retrieval augmented generation so every answer is anchored in those curated sources.

• • We provide citations and links to the underlying pages so humans can verify the reasoning.

• • Your content is not fed back into public training pipelines.

The result is not “ChatGPT with a plug in.” It is a set of purpose built, domain specific systems that are tuned to your documents, your interpretations, and your controls.

Pillar 1: Purpose-Built Compliance Chatbots
(FARbot and CASbot)

FARbot: Cited FAR Guidance for Contracting Teams

FARbot is designed for contracting officers, specialists, and acquisition staff who live in the Federal Acquisition Regulation every day.

With FARbot, teams can:

• • Ask questions in plain language about specific parts, subparts, and clauses.

• • Get concise answers that include citations to the exact sections used.

• • See how internal guidance and past decisions interact with the regulation.

• • Capture Q&A patterns that can be reused for training, FAQs, and policy updates.

FARbot runs on a dedicated Knowledge Space that combines official FAR content with your organization’s internal interpretations, so you stay in control of what it knows and how it responds.

CASbot: Making Cost Accounting Standards Operational

CASbot focuses on Cost Accounting Standards and the practical realities of indirect rates, allocations, and disclosure statements.

CASbot helps teams:

• • Map CAS requirements to actual charts of accounts and cost structures.

• • Identify inconsistent cost treatments before they show up as findings.

• • Document the rationale behind rate structures and allocation methods.

• • Answer staff questions about how specific standards apply in their environment.

CASbot uses a dedicated Knowledge Space that can include CAS text, disclosure statements, policy memos, and previous audit responses, so answers line up with both the rules and your own practices.

For teams that want to bring CASbot into internal portals or applications, the same Knowledge Spaces chatbot can also be accessed through a simple API endpoint so it can run inside your existing systems.

Pillar 2: AI-Powered Employee Apps
(Per Diem and Expense Tracker)

The second pillar in Compliance Lab focuses on the behavior that actually creates risk day-to-day: employee spending and travel.

Our Per Diem and Expense Tracker module is an AI-powered web application that helps employees submit compliant expenses and helps admins keep everything audit ready.

Employee Experience

For travelers and employees, the interface is intentionally simple:

• • Look up today’s Per Diem rate for a given city or ZIP code.

• • See how much of the daily allowance has already been used.

• • Upload a new receipt from a phone or laptop.

• • Review recent submissions and their approval status.

Behind the scenes, the system can:

• • Extract key fields from receipts using AI.

• • Associate expenses with trips, projects, and contracts.

• • Apply Per Diem rules based on location and dates.

• • Provide clear guidance when something appears out of policy.

Admin and Approver Experience

For finance, HR, and compliance staff, the admin side provides a full view of spend and policy enforcement:

• • Dashboards that show total expenses, pending approvals, approvals, and rejections.

• • Expense analysis by category, date, location, employee, contract, or cost center.

• • Drill down from any chart or table into the underlying transactions.

• • CSV export for downstream systems and reporting.

Embedded Knowledge and AI Assistance

Because the Expense Tracker is built on top of Knowledge Spaces, policy and FAQ content are integrated directly into the app:

• • A knowledge base with policy documents and frequently asked questions.

• • Recent searches for topics like Per Diem rates, receipt requirements, and approval workflow.

• • An AI assistant that can answer common questions about Per Diem limits, reimbursable items, and receipt submission deadlines.

The net effect is a single experience where employees are guided toward compliant behavior, instead of guessing and hoping finance will fix things later.

If your organization wants to see the Expense Tracker running against example data or a small pilot set, contact Sprinklenet and we will walk through it with you.

Pillar 3: AI-Assisted Integration and Dashboards for Leaders

The third pillar of Compliance Lab is the integration and dashboard layer that sits above everything.

Instead of leaving FARbot, CASbot, Expense Tracker, and your ERP in separate silos, we connect them through Knowledge Spaces and APIs so leaders can see:

• • Where spending is occurring by contract, program, and location.

• • Which expense categories are frequently out of policy and why.

• • What types of questions employees are asking FARbot and CASbot, and where that suggests training or policy updates.

• • How rule changes or policy updates might impact specific contracts or cost structures.

Here is an example of an expense analysis dashboard that combines company spend views with an embedded AI assistant for deeper context.

A single compliance dashboard might pull from:

• • Expense Tracker data.

• • Your ERP or general ledger.

• • FARbot and CASbot question logs.

• • Knowledge Spaces that house policies, audit findings, and SOPs.

From there, CFOs, controllers, and compliance leads can drill into any metric, see the underlying transactions and documents, and even open a chatbot session that is already aware of the context they are reviewing.

This is not a separate product. It is the way we design AI systems for compliance: integrated from the beginning, grounded in authoritative sources, and connected into the rest of your stack.

Deployment, Security, and Data Ownership

Sprinklenet delivers Compliance Lab tools as tightly controlled SaaS and as customer managed deployments.

Typical options include:

• • Dedicated SaaS tenants with logical isolation for each customer.

• • Integration with your private data lake or warehouse for analytics.

• • Single sign-on and role-based access control.

• • Optional deployment into your own cloud environment if you need direct control of infrastructure and data.

In all cases:

• • Your content and transaction data stay in your environment or your dedicated tenant.

• • Your data are not used to train public models.

• • Access to underlying documents is enforced by policy and permissions.

• • We can run on top of one or more enterprise LLMs, depending on your security posture.

Who Sprinklenet Compliance Lab Is For

Sprinklenet Compliance Lab is built for:

• • Government contractors that need to align FAR, DFARS, CAS, DCAA guidance, and internal policies.

• • Agencies that want practical AI for oversight and advisory work without losing control of their data.

• • Finance, HR, and compliance leaders who want fewer surprises during audits and more visibility into daily behavior.

• • Executive teams who see AI as a way to improve accuracy and speed, not as a replacement for expert judgment.

See FARbot, CASbot, and Expense Tracker in Action

If you want to move beyond generic chatbots and see what ground truth, integrated AI for compliance looks like, we are happy to show you.

• • Explore FARbot on the product page and try the embedded demo.

• • Try CASbot, SpendBot, and the DCAA Assistant on the Compliance Lab page.

• • Request a walkthrough of the Expense Tracker and its admin dashboards.

To start a conversation or request demos, contact Sprinklenet.

Mention “Compliance Lab” and include a brief description of your current FAR, CAS, or Per Diem challenges. We will follow up with concrete options for pilots, integrations, or advisory support.