Services

Services, consulting and development.

From independent advice, to engineering delivery, to software and AI products we build. Where it helps, our Forward Deployed Engineers work inside your business.

Start with a packaged solution

Or pick one of these well-defined starting points. Each one is scoped with you before work begins.

AI Readiness Assessment

Find and rank where AI pays back in your business.

Interviews with the people doing the work
Data and systems review
Ranked use-case roadmap with costs

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Knowledge Assistant

An assistant that answers from your own documents, with sources.

Connects to your files and wikis
Answers cite their source
Respects who may see what

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Document Automation

Invoices and forms read, checked and routed for you.

Extraction from PDFs and scans
Validation against your rules
People approve only the exceptions

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Data Platform Launch

One warehouse and one set of numbers everyone trusts.

Snowflake setup and modeling
Tested pipelines from your systems
Dashboards on the shared data

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Cloud Cost & Reliability Review

A cloud that deploys safely and costs what you planned.

Cost and right-sizing review
Monitoring and alerting check
Rollback and recovery tested

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AI Strategy & Implementation

We sit with your team, map their daily work, and build AI into the steps that slow them down.

✓AI readiness audit and ranked use-case roadmap
✓Assistants on your own documents and data
✓Workflow automation with LLM agents and human review
✓Evaluation, guardrails and cost controls before launch
✓Team training so the work outlives the engagement

Good fit when

"We know AI could help, but we don't know where to start, or our pilot never made it to production."

You walk away with

A ranked roadmap, then an AI feature your team uses every day, with tests that show it works.

Good fit when

"Finance and operations have different numbers, and every report starts with an export to Excel."

You walk away with

One warehouse with clear access rules, tested pipelines feeding it, and dashboards people trust.

Data Engineering & Snowflake

AI is only as good as the data under it. We build the pipelines and warehouse that make your numbers agree.

✓Snowflake setup, modeling and migration
✓Batch and streaming pipelines with tested transformations
✓Access roles, governance and cost monitoring
✓Dashboards and self-serve analytics on one source of truth

Cloud & DevOps

Infrastructure that deploys safely, recovers fast, and costs what you planned.

✓AWS and Azure architecture and migration
✓CI/CD pipelines, containers and infrastructure as code
✓Monitoring, alerting and tested rollback
✓Cloud cost reviews and right-sizing

Good fit when

"Deploys are scary, the bill keeps growing, and one server under someone's desk still runs payroll."

You walk away with

Automated deploys with one-click rollback, monitoring that pages the right person, and a bill you can predict.

Good fit when

"We have five vendors pitching us and no one inside to tell us which one is right."

You walk away with

A clear, written recommendation with costs, risks and the order to do things in.

IT & Technology Consulting

Independent advice on what to build, buy or fix, before you spend the budget.

✓Technology and AI strategy, roadmaps and budgets
✓Architecture and security reviews
✓Vendor and platform selection
✓Process and systems assessment

Technology Development

Custom software and AI products, designed and built end to end, then supported after launch.

✓Web and mobile applications
✓AI products, copilots and agents
✓Internal tools, portals and integrations
✓Our own platforms, built and run in-house

Good fit when

"Nothing off the shelf fits how we work, so we need something built for us."

You walk away with

Production software you own, with tests, documentation and a team that can support it.

Good fit when

"Our app works, but nobody owns it anymore, and every change feels risky."

You walk away with

A team that watches your systems, fixes what breaks, and keeps them up to date.

Application Maintenance & Support

We keep your applications and AI automations healthy after launch, whether we built them or someone else did.

✓Monitoring and incident response
✓Bug fixes and updates
✓Security patches and dependency upgrades
✓AI model and prompt updates, with checks that answers stay accurate
✓Performance and cloud cost tuning
✓Small enhancements as your needs change

Pick the shape that fits.

Fixed-scope project

A defined outcome, a plan and a finish line. Starts with a short Embed and Pinpoint phase.

Most flexible

Ongoing partner

A monthly team that keeps improving and running your AI, data and cloud.

Not sure which one you need?

Tell us the problem. We'll suggest the smallest useful first step.