Consulting to Custom Software
Turn Business Friction Into Software Your Team Owns
Fossilite works with growing businesses to find the problems slowing them down, then designs and builds custom software around their teams, data and day-to-day work. We use AI where it helps, not as the starting point.
Consulting-led. Built around the work. Made for your team to own.
Ask Your Data
Ask Better Questions. Get More Useful Answers.
See how connected business data, RAG and human feedback can turn scattered information into answers your team can use.
Best at answering
Data-driven decisions
AI agents
RAG
Human-in-the-loop AI
Human-reviewed
Important outputs are checked where context and accountability matter.
Built for production
Practical systems designed for real workflows, not isolated demos.
Fossilite
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How can I help you build with AI?
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Try asking
How can our existing data improve business decisions?
Where could AI reduce operational inefficiencies?
How does human feedback improve an AI system?
Can RAG make our internal knowledge easier to use?
Data Collection
Data-Driven Decisions
Human-in-the-Loop AI
RLHF
RAG Pipelines
AI Agents
Vector Search
Workflow Automation
Intelligent Data Extraction
LLM Integration
Data Collection
Data-Driven Decisions
Human-in-the-Loop AI
RLHF
RAG Pipelines
AI Agents
Vector Search
Workflow Automation
Intelligent Data Extraction
LLM Integration
01
Start With the Work
Build Around the Work Before Choosing the Technology
The useful question is not which AI tool to adopt. It is where work is breaking down, which decisions are harder than they should be, and what information the team needs to act. We study the workflow first, then use data, automation and AI only where they support a clear job.
Human feedback keeps the software connected to the people who use it. It helps the system improve without losing context, accountability or practical judgment.
Human Feedback Loops
Continuous Evaluation
Decision-Ready Data
LIVE: COLD FROST NODES SYSTEM
LIVE: 3D CYBERNETIC GEOMETRY
02
Our approach
Consulting First. Engineering Next.
We begin with the decision you want to improve, then examine the data, people and processes behind it. From there, we design and build the bespoke software required to support that decision.
✦ The Work We Leave Behind
From Business Problem to Working Software
Each engagement begins with a practical business, product or workflow problem. The work then becomes software designed around the people, data and decisions involved. Explore selected examples of the systems Fossilite has helped shape and build.
AI-Powered Outfit Recommendations
A recommendation experience that uses preferences, wardrobe selections and context to generate more relevant outfit combinations.
See all case studiesFloor Visualization
A visual decision tool that uses room imagery to help customers evaluate flooring options with greater confidence.
See all case studies✦ How Fossilite Works
Find the Problem. Build What Stays.
Consulting is where we identify the constraint, understand the people and systems around it, and decide whether software is the right response. Engineering turns that understanding into custom software your team can use and own.
01
Find the Constraint
We look at the workflow, handoffs, decisions and data around the part of the business that has become difficult to scale.
02
Define the Software Opportunity
Together, we define the decision or job the software needs to support, the outcome it should make easier, and the constraints it must respect.
03
Design With the Team
We shape the system around existing work, relevant data, integrations and the points where human review matters.
04
Build, Hand Over and Improve
We build the software to fit the work, connect it to the right systems, and hand it over so your team can own and improve it over time.
03
Data as a Working Input
Software Built Around the Way Your Business Works
Data collection, extraction and automation are useful when they help the team do a defined job with less manual effort or better information.
Fossilite designs these capabilities around the workflow instead of adding them for their own sake.
Automated Data Collection
Structured Extraction
Human Validation
Real-Time Processing
APIs
✦ In action
From Raw Information to Business Insight
We connect collection, validation and retrieval so fragmented inputs become reliable information for people, workflows and AI systems.
✦ Integrations
Works With the Tools You Already Use
We connect custom AI systems with the models, APIs, databases and business applications your teams already rely on—so useful data can move through the workflow instead of sitting in another disconnected tool.
AI Models
Business APIs
Internal Databases
Cloud Platforms
Vector Databases
Knowledge Bases
07
Connected Knowledge
Make Your Data Footprint Useful
Every interaction, document and operational event adds to your business’s data footprint. We help organize that information so teams can retrieve it, understand it and use it to make better decisions.
Type a topic to see how individual pieces of information can form a connected knowledge network.
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Now showing: Data Feedback Decisions
✦ Client Experience
Built for Teams Working Through Complexity
The strongest partnerships combine business knowledge, human judgment and practical engineering. Fossilite works alongside the people closest to the work to build software that fits how it gets done.
✦ Common Questions
Questions About Consulting and Custom Software
Everything you need to know about how we work. Can't find what you're looking for? Reach out below.
What kinds of business problems does Fossilite help solve?
Does Fossilite provide consulting before building software?
Will our team own the software?
Can Fossilite work with our existing systems?
Where does AI fit?
Can we build in phases?
How do we get started?
✦ Start With the Problem
Tell Us Where the Business Is Getting Harder to Run
If manual handoffs, disconnected systems or unclear decisions are slowing the team down, start there. We will help clarify the problem, identify a practical first step and, where software is the answer, build it with your team.
From strategy and data discovery to bespoke software and production deployment.