AI POC
Before committing months of engineering to an AI idea, a focused proof-of-concept answers the real question — will this work on our actual data, at acceptable accuracy, for a cost that makes sense — in a matter of weeks.
0+
POCs Delivered
2-3 wks
Avg. Turnaround
0%
Proceed-to-Build Rate
Always
Fixed Scope
What's Included
Working proof-of-concept tested on real data
Benchmark results against the defined success criteria
Honest go/no-go recommendation
How We Work
01
Hypothesis Definition
We define the specific question the POC needs to answer and what success looks like, in numbers.
02
Rapid Build
We build the minimum version needed to test against your real data, not a polished product.
03
Results & Benchmark
You get a clear result — did it hit the target accuracy or cost bar — with supporting evidence.
04
Go/No-Go Recommendation
We give an honest recommendation on whether and how to proceed to production.
What You'll Receive
- Working proof-of-concept tested on real data
- Benchmark results against the defined success criteria
- Honest go/no-go recommendation
- Estimated cost and timeline for production build if proceeding
- Technical writeup of findings and limitations
How Engagements Typically Work
Every project starts with scoping — here's the shape most engagements for this service take.
Fixed-Scope POC
A 2-3 week fixed-price engagement testing one specific AI hypothesis against your data.
Multi-POC Sprint
Several smaller POCs run in parallel or sequence to compare approaches before committing.
POC-to-Build Transition
A defined handoff into a full production engagement if the POC succeeds.
Technologies We Use
The tools and platforms our AI POC team works in day to day.
Rapid Prototyping
Evaluation
Frequently Asked Questions
That's a valid and valuable outcome — you'll know definitively before investing in a full build, with documented reasons why.
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