INTEGER®Manifesto
Proven in production.
Integer is an applied AI research lab. We spent years and millions of tokens studying how AI systems behave in production, with real end users. You get the answers, not the experiments.
Scoped engagements
Fixed scope, fixed price. No open-ended experiments billed by the hour.
Production integrations
We ship inside your stack: Salesforce, data warehouses, internal tools.
Measured outcomes
Every engagement ends with a number, not a demo.
The standard
Engineered, not improvised.
Enterprise AI fails in production, not in the demo. We are an applied AI research lab: every engagement is designed like infrastructure, and every position we take comes from production-environment studies with end users.
Architecture before models.
Data flows, failure modes, security boundaries, and cost controls are designed before a single model is ever called.
Production is the bar.
Tests, observability, access controls, and runbooks. It holds at 2am, not just on the demo call.
Designed to be handed over.
Documentation, training, and a team that can run the system confidently after delivery.
The right model, benchmarked.
Evaluated on your data, your latency, your budget, and our production studies. Boring where it should be boring.
Watch the waste disappear.
Tokens per 100 processes
Client cost per process
So every engagement starts from answers, not experiments.
What we do
Right model. Real system.
Choose the right model
Not the biggest. The right one for your data, your budget, and your latency.
Train machine learning
Beyond LLMs: forecasting, classification, and ranking models tuned on your data.
Agentic workflows
Multi-step agents that do the work, not chat about it.
Hands-on implementation
We build with your team and train them to run it after we leave.
Client work
Talk to your data.
Give your Salesforce information a voice. We automate and enhance Salesforce, turning the data you already own into answers your team can act on.
Concept preview: your Salesforce, with a voice
SpringFive
Enterprise Salesforce implementation and AI enhancement.
Where we build
Engineers where you are.
A global team with research and development labs in Paris, Bangalore, Pereira, and Miami. Nearshore and offshore engineering across Europe, Asia, and the Americas, overlapping your workday. No handoff black holes.
Europe · Paris
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CET/CEST · engineers online
Asia · Bangalore
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IST · engineers online
LatAm · Pereira
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COT · engineers online
Americas · Miami
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ET · engineers online
Start
Let's
talk.
Free AI-readiness consultation. Thirty minutes. We map where AI pays for itself in your business and what it takes to get there. No pitch decks. No obligation.
Prefer email? contact@compa.help