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FALCONSoftware Group

Independent AI consulting & implementation

AI consulting and software development for your business

I build automations, document search tools, and private AI systems. If your team spends too much time moving information between tools or searching through files, I can help you work out what to automate and build the software.

Let’s talk about your project Explore the services
20+ years in software engineeringUS-basedWork directly with the engineer
EXAMPLE: AN AI-ASSISTED WORKFLOWFSG / 01
Incoming documents and requests

Documents · emails · requests · business systems

Processing and retrieval

Search · extract · classify · draft
With data boundaries and access controls

Review and update

Reviewed answers, connected tools, less manual work

ILLUSTRATIVE WORKFLOW
The steps depend on the process you need to automate.

Before you commission a build

One-Workflow Assessment

I’ll review one process with you and write up what could be automated, the technical constraints, and a recommended approach. You can use the report to decide whether to build it.

Read about the assessment ↗
  • A map of the current workflowWho does the work, which systems are involved, and where time is spent.
  • A recommended approachWhat I would use, why I recommend it, and what could go wrong.
  • A brief for a pilotWhat a first version would do and how you would test whether it helps.

This is a paid assessment. We agree the scope, fee, and schedule before starting, and you are not obliged to hire me for the build. If you already know what needs building, we can discuss that directly.

What I build

Services

I can help with a single automation or a project that connects several systems. These are the main areas I work on.

01 / OPERATIONS

Workflow automation

Turn document intake, approvals, follow-ups, and repetitive coordination into dependable workflows.

Explore workflow automation

02 / DATA CONTROL

Private AI & LLMs

Put AI to work inside your cloud or on your hardware, with clear boundaries around sensitive data.

Explore private ai & llms

Special focus / Private AI

Private AI deployment

If your documents cannot be sent to a public AI service, I can help you evaluate and deploy a model in your own environment. The work includes the application, access controls, and supporting services.

Explore private AI
  • Hosting optionsPrivate cloud, on-premises, or disconnected.
  • Model testingQuality, latency, capacity, and operating cost.
  • Documentation and verificationData flows, verification, and operating procedures.

Who it’s for

Who I work with

I work with business owners who need help with a recurring task and internal teams that need engineering support. We agree the scope around the problem, whether it involves a few people or several departments.

  • “We keep moving the same information by hand.”Connect intake, approvals, and updates across the tools you already use.
  • “The answer is somewhere in our files.”Make policies, client documents, manuals, and internal knowledge easier to use.
  • “We want AI, but our data can’t go there.”Map the restriction and find a deployment that fits it.

How we work

How a project works

01

Understand the process

Map the workflow, data, constraints, and what a useful result would look like.

02

Test a pilot

Build a small version and test it with realistic examples, including cases where it might fail.

03

Integrate and hand over

Integrate, document, and hand over a system with a clear owner and operating plan.

See the engagement process ↗

The engineering library

Guides to private AI and automation

Read about hosting options, costs, model evaluation, and implementation. The guides are free.

Explore all guides ↗

Start a conversation

Tell me about your project.

Explain what you want to improve and which tools you use. I’ll ask a few questions and tell you whether I think I can help.

Discuss your project