Underwrite the decision
Choose, pressure-test, or reset an AI investment before capital, time, and executive credibility are committed.
Assess and underwriteFor boards, CEOs, and technology leaders
Your operating advantage. Built into AI that you own.
Bottega8 builds new AI products and agent systems, and transforms existing operations, around the knowledge, data, workflows, and judgment that make your company distinct. Built in your environment and owned by your team, each system is designed to improve through governed feedback, creating a durable advantage that compounds over time.
Team backgrounds and delivery experience span Microsoft, HPE, NetApp, Groupon, Walmart, Delphix, Square, and Disney.
The system around the model
Model access is rented. The surrounding system is your owned IP moat.
Durable IP and competitive advantage come from the governed state, controls, evidence, vertically optimized agent harness, and domain-specific operations wrapped around the model. That is what a demo does not show—and what enterprise production cannot survive without.
Proprietary data and governed metadata Data IP, provenance, permissions, shared state
Domain evals Golden, adversarial, regression cases
Observability Trace, cost, quality, drift
Production architecture Recovery, replay, deterministic state
Capability The model Replaceable by design
Human controls Review gates, escalation, authorization
Release discipline Versioning, rollback, incident response
Expert feedback Corrections that compound into advantage
Selected work
Impact that survives technical scrutiny and frontier model headwinds.
A portfolio-company exit, millions in structural savings, measured engineering acceleration, and production agent systems with the technical architecture attached to every result.
Governed clinical agents in production
Two governed agents deployed into clinical production
2 agents
Clinical deploymentEnterprise data economics reset
$4.2 million in annualized savings from a product, platform, and cost reset
$4.2M
Realized economicsGoverned agentic SDLC transformation
Approximately 2.5× sprint throughput in 12 weeks without changing the team
≈2.5×
Measured delivery resultBoard-appointed marketplace turnaround
A 10-week company reset that helped guide a failing business to exit within a quarter
Exit
Company outcomeWhy Bottega8
One accountable team from decision through production.
Models change. Durable advantage comes from the governed data, workflow knowledge, evals, controls, and operating discipline around them—and from a team that can keep improving the system.
The principals stay in the work
The people who diagnose the problem and set the direction remain accountable through architecture, implementation, executive communication, and production.
The whole system moves together
We connect business value, product, data, architecture, engineering, controls, adoption, and operating change in one execution program, not a chain of handoffs.
Ownership means independence.
We build in your environment and transfer the architecture, code, controls, runbooks, and operating model. No Bottega8 platform is required to keep the system running or improving.
Team experience
Principal judgment across the full execution surface.
Bottega8 brings CTOs, founders, principal engineers, AI architects, data scientists, product leaders, enterprise operators, and finance executives into one accountable team. The people who diagnose the opportunity remain in the work through architecture, implementation, executive communication, production, and handoff.
Established in 2012. Led by senior practitioners working directly in enterprise, regulated, and venture-backed systems.
Backgrounds from scaling engineering, product, and platform architecture at Microsoft, HPE, Walmart, and Groupon.
Meet the team behind Bottega8How the work moves
Diagnose. Specify. Build. Prove. Transfer.
One accountable path from the first decision to a production system the client can own.
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Diagnose
Establish the outcome, value at stake, constraints, technical facts, and decision the work must support.
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Specify
Turn the decision into an executable product, engineering, and architecture plan with measures, risks, owners, and sequence.
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Build
Work with the client team to ship the product, platform, data, AI, integrations, and operating changes the outcome requires.
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Prove
Verify business impact and production quality through operating measures, evals, observability, controls, and adoption evidence.
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Transfer
Leave internal owners with the architecture, documentation, controls, and operating capability to govern and extend the system.
Start with the initiative
Bring us the initiative that has to work.
Tell us what must change and what business outcome you seek. In a 30-minute conversation, Bottega8 will identify the likely value, execution risk, and business impact, then tell you plainly whether we are the right team.