AI Factory · Custom software and modernization

Software built around
how your business works.

AI Factory is the senior engineering team and agent workflows behind every custom system we ship. We combine engineering judgment, AI, and reusable methods to build new applications and modernize the systems you depend on.

What we build

From an operating bottleneck to a working system.

Modernize core systems

Rebuild legacy applications around your current needs. Plan the migration, coexistence, and cutover so the business can keep operating.

Build custom applications

Replace inboxes and spreadsheets with portals, approval workflows, and tools that fit your processes and connect to existing systems.

Automate knowledge work

Use AI where it adds value: document review, information extraction, and reporting, with evidence and human review built into the workflow.

How we deliver

AI accelerates the work. Senior engineers own the result.

We use AI throughout development. The software we deliver may use AI too, depending on the problem it needs to solve.

Define and prototype

Work with your team to agree on the problem and success criteria. Use AI to organize requirements and put working prototypes in front of users early.

Build and validate

Agents assist with coding, tests, and review. Senior engineers own architecture, integrations, security decisions, and release approval.

Launch and transfer

Check the system against agreed acceptance criteria. Hand over the custom build with documentation and training, with ongoing support available.

Work from Soligence Labs helps us test and refine the methods we bring to client engagements.

In practice

A carrier's appointment process became a system its team could run.

A P&C insurer's agent appointments depended on email and shared folders. We built a document portal, expiration tracking, and an operations dashboard inside the carrier's platform. The carrier owns the custom system.

Read the insurance case study →

We bring deep experience in insurance and private equity, and work with other businesses facing similar system and workflow challenges.

Start with the problem

What does your current system stop you from doing?

Tell us what you run today and what needs to change. We will help you scope the right first step, whether it is a focused workflow or a broader modernization program.

Step 1 · Free

Intro call

30 to 45 minutes. You describe the bottleneck; we tell you honestly whether AI is the right lever and what discovery would cover. No deck, no pitch.

Step 2 · Paid, credited

Discovery

Two to four weeks. We map the workflows, data, and controls, baseline the value, and return a scoped plan with timeline and pricing. Starts at $5K, credited in full toward project work that begins within 60 days.

Step 3 · Shaped together

Project work

Argus360 for the core customer and deal intelligence, custom builds by our AI Factory for what a module does not cover. Structured the way you and we agree is best: a fixed-scope sprint, a multi-phase build, an ongoing operations partnership, or fractional AI leadership.

Most engagements follow this pattern. See how we work.