AI Consulting & Automation

Complete AI and operational systems for Northern California businesses.

Shasta Technology Systems supports Redding, Chico, and Northern California businesses that need AI consulting, business automation, and custom software built around real operating constraints.

Case Studies

Real work we’ve delivered, not a pitch deck

Kitchen cabinetry installed by Mandina's Cabinets

Case Study

Mandina’s Cabinets

We delivered an AI workflow system for Mandina’s Cabinets, a local manufacturing and trade business, replacing delayed customer responses, missed dates, scattered invoice tracking, fragmented contact records, and follow-up tasks that used to fall between office and production.

Inbox & Documents
AI Drafts
Approval Queue
Sent & Scheduled
  • AI-generated email reply drafts for employee approval
  • Document-to-calendar extraction for deliveries and deadlines
  • Bill and invoice reminders
  • Mozaik material-data imports and job-readiness visibility
  • Customer and internal SMS reminders
  • A central approval dashboard for drafted messages and actions

The important capability was not any single automation. It was the ability to connect communication, documents, production data, scheduling, contacts, and employee review into one coordinated workflow — an approach we can adapt for contractors, manufacturers, professional firms, distributors, property managers, healthcare support organizations, and field-service businesses.

Case Study

Self-Hosted AI: Built & Benchmarked

To evaluate cloud vs. self-hosted tradeoffs firsthand rather than secondhand, we built, deployed, benchmarked, and operated a dedicated self-hosted AI environment for long-running software-development workloads — a locally hosted 35-billion-parameter coding model integrated with an autonomous engineering workflow capable of analyzing code, implementing changes, running tests, and continuing through overnight sessions.

Throughput vs. context size

Low context: 20–25 tokens/sec 20–25 Low context ~50K context: ~10 tokens/sec ~10 ~50K context ~100K context: ~5 tokens/sec ~5 ~100K context

75K-token context window — stable, reliable overnight sessions.

Most small and mid-sized businesses should still begin with managed cloud AI — it offers strong capability without dedicated hardware or in-house model maintenance. Self-hosted or hybrid AI is worth considering when sensitive data must remain under direct organizational control, proprietary documents or source code cannot be sent to third parties, workloads run continuously or at significant volume, predictable operating costs matter, or local processing is required by policy or contract. This build gave us first-hand data to make that call with clients rather than guessing.

Our Process

1

Evaluate

We document the current workflow, systems, data, responsibilities, delays, risks, and desired outcome.

2

Design

We determine whether the solution should use AI, conventional automation, custom software, integration, infrastructure changes, or a combination.

3

Build and Integrate

We develop the required applications, agents, workflows, dashboards, and system connections.

4

Test and Validate

The solution is tested with realistic business scenarios, including failures, exceptions, permissions, and review requirements.

5

Deploy and Host

We implement the approved system in an environment suited to its security, performance, maintenance, and cost requirements.

6

Maintain and Improve

We monitor the system, correct issues, update integrations, and adapt the workflow as the business changes.

AI Consulting Based on Business Requirements

We begin with an operational assessment: the process, the people performing it, the information they need, the systems they use, and where work slows down or fails. Not every problem requires AI — our role is to recommend the architecture that fits the outcome.

  • AI readiness and opportunity assessments
  • Business workflow and process analysis
  • Cloud, self-hosted, and hybrid AI evaluation
  • Data privacy and governance review
  • Software and vendor selection
  • Prototype and proof-of-concept development

Business Process Automation

Repetitive administrative work creates hidden operating costs. We design automation that can be fully automatic where rules are reliable, or route drafts and proposed actions to a human approval queue where judgment still matters.

  • Lead intake, routing, and follow-up
  • Missed-call and form-response processes
  • Scheduling, confirmations, and reminders
  • Invoice and payment-date tracking
  • Document classification and data extraction
  • CRM and sales-pipeline automation

Intelligent Custom Software

Off-the-shelf software becomes less useful when a business must maintain workarounds or adapt critical operations to product limitations. We design for actual operating constraints, including adoption, data quality, access control, and long-term ownership.

  • Internal operations dashboards
  • Customer and employee portals
  • Estimating, quoting, and scheduling tools
  • Custom databases and document management
  • Field-service and inventory platforms
  • Integrations between legacy and modern systems

AI Agents and Business Knowledge Systems

AI agents can assist with customer communication, information retrieval, scheduling, and internal operations. Value depends on the quality of the business rules, source information, integrations, and controls surrounding them. AI supports the employee; it does not replace judgment.

  • Answering questions from approved company information
  • Drafting customer and vendor responses
  • Summarizing documents and requests
  • Qualifying inquiries and collecting required details
  • Searching policies, procedures, and project records
  • Triggering approved workflows across connected systems

Document Intelligence and Operational Data

Important business information often arrives in documents rather than structured software fields. Document-intelligence workflows extract and route that information into the systems where it is actually needed.

  • Invoice amounts and due dates
  • Delivery and installation dates
  • Contract terms and renewal dates
  • Work-order and project data
  • Calendar events and reminders
  • Exception and deadline alerts

Systems Integration and Hosting

An AI tool has limited value when it operates separately from the systems employees use every day. Integration may use APIs, webhooks, database connections, secure file exchanges, email processing, or custom middleware. Our broader service structure allows infrastructure and hosting requirements to be considered during system design, rather than treating the application and its operating environment as unrelated decisions.

CRM platforms Email and calendar Accounting and invoicing Websites and forms Internal databases Document repositories Scheduling platforms Industry-specific software Reporting and analytics Legacy and file-based systems

When to Consider AI, Automation, or Custom Software

A technology assessment may be appropriate when your business is experiencing:

  • Repetitive data entry or document handling
  • Slow lead or customer response
  • Missed calls, deadlines, or follow-up tasks
  • Information scattered across multiple systems
  • Manual reporting and status tracking
  • Employees repeatedly searching for documents or answers
  • Limited visibility into project, inventory, or job readiness
  • Software that cannot communicate with other systems
  • Growth that is increasing administrative workload
  • Sensitive data that requires a private or controlled AI environment

The goal is not to automate every activity. It is to remove avoidable work, strengthen critical processes, and give employees better tools for the decisions that still require human experience.

A Local Team with Verifiable Operating Experience

Shasta Technology Systems is headquartered at 405 Redcliff Dr #240 in Redding and serves Redding, Shasta County, Chico, and the surrounding Northern California region. The company is led by named principals with defined responsibilities and public operating histories.

Todd Twining

Todd Twining

Principal, Web Presence & Marketing Systems

Matt Armstrong

Matt Armstrong

Principal, Technology Strategy & Software Systems

Learn more about the principals

Start with an Operational AI and Automation Review

A useful AI project begins with a business problem, not a product demonstration. We can review your current processes, identify the most practical opportunities, and recommend an implementation path based on operational value, feasibility, security, cost, and long-term maintenance.

Contact Shasta Technology Systems

Frequently asked questions

Clear answers on AI consulting, automation, and custom software before you commit.

What is AI consulting?

AI consulting evaluates business processes, data, software, risks, and operating goals to determine where artificial intelligence may provide a useful and reliable benefit. It can include planning, prototyping, implementation, integration, and ongoing support.

Can you automate software we already use?

Often, yes. Existing systems may be connected through APIs, webhooks, databases, email processing, file imports, or custom middleware. We first evaluate what the software supports and whether the connection will provide sufficient operational value.

Do we need custom software?

Custom software may be appropriate when standard products require excessive workarounds, create duplicate data, or cannot support a critical workflow. In other cases, integration or configuration of existing tools may be the better option.

Can AI actions require employee approval?

Yes. Human-in-the-loop systems can hold drafts, reminders, calendar events, and proposed actions in a review queue until an authorized employee approves them.

Do you build AI agents?

Yes. AI agents can be developed for customer communication, intake, scheduling, document processing, internal knowledge, workflow assistance, and other defined business functions, built around approved information, rules, integrations, and escalation requirements.

Is self-hosted AI better than cloud AI?

Not generally. Cloud AI is usually simpler and more cost-effective for routine use. Self-hosted or hybrid AI may be appropriate when sensitive data, continuous workloads, intellectual property, or cost predictability justify dedicated infrastructure.

Do you provide ongoing maintenance?

Yes. A complete operational system may require integration monitoring, software updates, workflow adjustments, hosting support, access management, and continued optimization as the business changes.

What areas do you serve?

Shasta Technology Systems is based in Redding and serves businesses throughout Shasta County, Chico, and broader Northern California. Many consulting, software-development, and support services can also be delivered remotely.