SmartOps Increment
Reliable, production-ready AI, delivered in fixed-price four-week releases.
Fund AI development in predictable four-week releases. Scope flexes inside each increment; the price agreed for it does not. You're buying releases, not hours. Predictable cost, predictable progress.
Who it's for
- Companies with a validated AI opportunity ready to build.
- Teams that need steady delivery without open-ended budgets.
- Leaders who want to reprioritize every four weeks based on results.
What we build
- AI-native applications
- Workflow automation and agents
- The data pipelines and integrations those AI systems depend on
What you get
Working software every release
Production software every four weeks.
Evaluation suite
Tests that check the system against known-correct cases.
Documentation
Documentation for what we build.
Handover
A clean handover to your team.
How it works
A fixed-price release in production every four weeks. Then you decide what comes next.
4-week releases
Step 1: Plan the release
Agree what this release will deliver, and what it costs, before work starts.
- A prioritized scope for the next four weeks, tied to the results you want
- A fixed price for the release, agreed up front
- A written scope boundary, so everyone knows what's in and what's out
Step 2: Build
Build the release, adjusting as we learn.
- AI, workflow automation, and the data pipelines and integrations they depend on
- Scope can flex inside the release. The price doesn't.
- Any change outside the boundary is priced before work begins, never after
Step 3: Test
Prove it works before it ships.
- An evaluation suite that tests the system against known-correct cases
- Tests carried forward, so earlier work is re-checked with every release
- Documentation for everything built
Step 4: Release and review
Put it into production, review the results, and set the next release.
- Working software in production at the end of every four weeks
- A review of results against what the release set out to do
- You choose the next release, or decide there isn't one
Then the cycle repeats. Once a release is live, AI Run & Optimize keeps it accurate and cost-controlled.
The outcome
Escape manual tasks and spreadsheet reliance with production AI that improves release after release.
Proof
Results we've delivered
25%
25% faster time to business value across AI-enabled delivery
Government and public sector
Zero
Zero client-reported data discrepancies in the first 90 days
Financial services
6 months
Extended MVP delivered in 6 months
Media and production
Frequently asked questions
How does fixed-price, four-week delivery work?
We agree the price for each four-week release before it starts. Scope can flex inside the release as we learn; the price does not. At the end of each cycle you review results and reprioritize the next release.
What does a SmartOps Increment cost?
Each increment is priced to your scope in a fixed proposal before work starts. You're buying releases, not hours.
Can we stop after one increment?
You reprioritize every four weeks based on results, so you decide what the next release should be, and whether there is one.
Ready to get your team's time back?
In 30 minutes, we'll map where your time and money are leaking, and you'll leave with at least one idea you can act on, whether or not we work together.