Single feature integration (typical: smart chatbot, document OCR, or summarization)
$20,000
setup
Request engagement
EXISTING PRODUCT TEAMS
Add intelligence to what you already have — without rebuilding from scratch
Your product works. Your team is busy. Adding AI shouldn't mean a 6-month rewrite or hiring a new department. We embed AI features into your existing application — chat, automation, analysis, voice — while your team keeps shipping their roadmap.
Texas-based
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EN/ES bilingual native
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Fixed-fee engagements
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No vendor lock-in
The Problem
Most AI integrations either lock you into one vendor (single point of failure when they raise prices or have outages), produce hallucinations in production (zero accountability), or cost 10x what they should because nobody optimizes the prompts.
How it works
Five steps from kickoff to live in production
- 01Opportunity scan: we map every workflow in your product where AI adds measurable value
- 02Prioritize by impact × feasibility — typically 1-3 features ship in the first engagement
- 03Build with multi-provider resilience layer — if one model fails, traffic auto-fails over
- 04Cost optimization built in — we benchmark per-call cost and tune routinely
- 05Confidence-threshold escalation — when AI is unsure, your humans see it (no silent hallucinations)
"B2B service platform: customer support tickets reduced 80% after AI triage layer added in 4 weeks
Investment
Two engagement tiers, fixed-fee, no surprises
Most teams choose this
Multi-feature suite + ongoing optimization retainer (3-month engagement)
$60,000
setup
Request engagement
All engagements include onboarding, documentation, 30-day post-launch tuning, and quarterly architecture review for 12 months. Net-15 invoicing available for established businesses.
Frequently asked
What teams ask before signing
Will the AI hallucinate?
Every AI sometimes hallucinates. The question is whether your system catches it before the customer sees it. We deploy confidence thresholds, output validation, and human-escalation paths. We tune those thresholds weekly during the first month based on real data.
Which AI provider do you use?
Multiple. We don't lock you into one. The system routes intelligently across providers based on cost, latency, and task type. If one has an outage, traffic continues. If a better model launches, you get it without re-architecture.
Will my data be used to train someone else's model?
No. We exclusively use enterprise/business tiers that contractually exclude training. Your data stays yours, your prompts stay private.
How do you control runaway costs?
Hard ceilings configurable per feature. If a feature exceeds budget, it pauses (or falls back to cheaper tier). Daily cost dashboard. We've kept clients under budget every month.
Can you work inside our existing application?
Yes — most engagements deploy alongside your existing app via API. We don't replace your stack; we augment it.
Want to know if this fits your business?
30-minute strategy call. No pitch deck. We map your situation live, tell you whether this engagement fits, and what we'd recommend if it doesn't.