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IT & AI Solutions · Outcome-Based AI

Outcome-Based AI Solutions

Zero-risk, performance-linked AI integrations. Pay only for verified results.

Stop risking hundreds of thousands upfront on experimental AI software that gathers dust. NexTeir is pioneering outcome-based pricing. We build, host, and maintain your AI tools, charging only for verified API cost savings or completed actions.

40%+

Token Cost Reductions

Zero

Upfront Licensing Fees

<50ms

Gateway Proxy Overhead

8+

Enterprise Use Cases

What's Included

AI Cost Control & Performance Guardrails

Token Cost Auditing

Analyze request logs across OpenAI, Claude, and Gemini to identify duplicate queries, bloated system prompts, and billing leakage.

Semantic Prompt Caching

Integrate semantic caches (Redis/LiteLLM) to serve similar queries locally in under 50ms, costing zero API tokens.

Multi-Model Routing

Route simple tasks to lightweight open-source models (Llama 3/Mistral) and escalate to GPT-4/Claude only when high-reasoning is required.

PII Filtering & Compliance

Automatically redact or mask sensitive personal information (PII) at the gateway proxy layer before sending data to external APIs.

Prompt Injection Defense

Continuously scan incoming prompts for adversarial user inputs, delimiters overrides, and system prompt leaks.

Model Retraining Loops

Establish automated feedback workflows that monitor model drifts and trigger fine-tuning queues using your production logs.

Use Cases

8 Enterprise Use Cases with Outcome Alignments

Customer Operations Support

Deploy conversational agents integrated with your knowledge bases and CRMs to auto-resolve tier-1 tickets.

Pricing Model

Pay per resolved ticket

Resolution Cost

$0.15 vs $1.50 traditional

Finance & Ledger Verification

Automate invoice metadata parsing, PO cross-matching, and accounting entries validation into ERP ledgers.

Pricing Model

Pay per verified document

Extraction Error Rate

<0.01% (vs 3% manual)

Education & Q&A Generation

Convert core textbook chapters, guidelines, and transcripts into curriculum-aligned mock exams and study cards.

Pricing Model

Pay per learning module

Content Velocity

12x Faster Delivery

Legal Contract SLA Audits

Extract risk factors, liability caps, and date trigger commitments from multi-page PDF agreements.

Pricing Model

Pay per contract analyzed

Review Time Savings

75% Cost Reduction

Supply Chain Stock Optimizer

Analyze retail demand, shipping delays, and weather conditions to dynamically trigger inventory reallocations.

Pricing Model

Shared Savings (% of waste reduced)

Overstock Savings

$14k avg monthly savings

E-Commerce conversion booster

Embed headless recommendation algorithms and semantic shopping search to maximize checkout conversions.

Pricing Model

Commission on verified uplift

AOV Uplift

+18.4% Average AOV Increase

Medical Billing claims audit

Parse clinical transcripts and validate HCFA claim entries against compliance tables before insurance submission.

Pricing Model

Pay per claims validated

Claim Rejection Rate

<1.2% (vs 9% baseline)

Marketing content Tone Hub

Enforce brand alignment rules and deploy localized, SEO-optimized advertising assets across channels at scale.

Pricing Model

Outcome-linked SLA retainer

Delivery SLA

24-Hour Turnaround

How It Works

Our Delivery Process

01

Spend & Log Audit

Audit your current API logs, prompts, and database bottlenecks.

We detail your current business workflow, calculating average token latency and estimating potential caching savings before writing configurations.

02

Sandbox Integration

Integrate the semantic caching proxy and model routers in a sandbox.

Our team configures caching thresholds and model evaluation templates, running automated benchmarks on sample data logs.

03

Production Deploy

Roll out the containerized serverless gateway with security filters.

The routing proxy is deployed on cloud infrastructure (AWS/GCP), featuring real-time dashboards to track API latency, token savings, and PII alerts.

04

Outcome Billing

Monitor token cost reductions and invoice a fraction of savings.

Each month we deliver audit logs documenting actual savings. You pay a percentage of those savings; if no savings are generated, our monthly SLA is free.

What You Receive

Project
Deliverables

Every engagement comes with a clearly defined set of deliverables. No surprises, no scope creep — just high-quality output on time.

Secure semantic caching gateway configuration
Custom multi-model routing middleware codebase
Docker container profiles for serverless hosting
PII scrub filters and prompt injection scanning scripts
Real-time token cost and performance analytics panels
Monthly API savings logs and outcome validation reports
API schema definition and custom integration guidelines
Model accuracy validation and drift alerts
Webhooks alerting Slack/Teams for anomalous errors
99.9% uptime availability proxy SLA warranty
Interactive Estimator

Estimate Your AI Savings & Outcome Model

Define your average model volume and spend parameters to calculate what you will save with our outcome-based models.

Estimated Current Monthly LLM API Spend

Outcome Pricing Priority

Monthly transaction / query volume

5000 queries50000 queries200000 queries

Request Custom Quote

Enter your contact details below. We will calculate the customized investment quote and timeline based on your selections and email it to you.

  • Projected Monthly API Bill Reduction: $2,400 - $3,000 (40-50% savings).
  • NexTeir Performance Fee (30% of verified savings): ~$720 - $900/mo.
  • Net Client Savings: ~$1,680 - $2,100/mo.
  • The setup fee is fully refundable if target savings are not achieved within 30 days of launch.
FAQ

Common Questions

We audit your historical API token spend. We then implement our semantic caching proxy and model routers. Each month, we compare your optimized API bill against the baseline. We invoice you a fraction of the savings (typically 30%), leaving 70% of the cost savings directly in your pocket. If there are no savings, you pay nothing.
For specific business processes like customer support or invoice matching, instead of charging fixed hourly retainer fees, we charge only when the system successfully automates the workflow. If an email is routed to a human because the AI is uncertain, that transaction is free.
No. In fact, when a semantic cache hit occurs, our proxy returns the response in under 50ms (locally from Redis/Cloudflare edge), which is 20-50x faster than standard LLM response times (typically 2-4 seconds). For cache misses, the gateway overhead is under 15ms.
Yes. All data scanning, PII redacting, and security checks happen inside a containerized gateway. We can deploy this entire gateway within your private corporate AWS/GCP cloud environment. No data leaves your secure infrastructure.
We build strict assertion filters that check model output parameters. If a result is anomalous or falls below confidence scores, the gateway proxy flags the entry and automatically redirects it to human operators or a high-fidelity validation loop.
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NDA Protected

All projects covered

24hr Response

Guaranteed reply

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Global Delivery

Remote-first team