Newton on Mars — AI-Powered Project Scoping & Consultancy

— 04

Compliance & Cost Controls

Defensive engineering to protect data and budgets.

Opening LLMs to your userbase is financially and legally dangerous without rigorous controls. We architect platforms where security, PII redaction, and strict compute spending controls are first-class citizens embedded directly in the middleware.

Stop fearing unexpected cloud bills or GDPR violations. Our defensive architecture catches anomalies before text is tokenized, routing expensive workloads only when absolute necessity demands it.

Key Capabilities

✓Semantic caching using Redis/Upstash
✓LLM firewalling and prompt injection mitigation
✓PHI/PII auto-redaction pipelines
✓Model fallback networks (Cost-based routing)
✓Token quotas and IP rate limiting

TL;DR / Key Takeaways

→We use smaller open models (Llama-3) for 90% of traffic, saving GPT-4.o for hard edges.
→Aggressive IP gating and session token tracking protects your margins.
→Audit logs are maintained for all generation tasks safely.

How It Works

StrategyRisk assessment and SLA definitions.

BuildImplement token counters, Redis caches, and text filters.

DeployPush middleware at the edge to block bad requests early.

OptimizeGranular dashboard analysis of token spend per capability.

Use Cases

Healthtech AIZero PHI leakage guarantees post-generation.

High-Traffic ModalitiesCaching frequent queries to reduce 80% redundant spend.

Metrics

0 PHI Leaks38% Less Fraud Pos.

Tech Stack & Tools

Redis CachePresidioGuardrails AIAWS WAF

Case Study Preview

CUSTOMER EXPERIENCE

Auditing 100% of Support Calls Instead of 2%, in Minutes Rather Than Months

An always-on contact-centre QA agent that transcribes, scores and risk-flags every call across a 120-agent floor — moving the QA team from sampling to curation.

100%CALL COVERAGE

LEGAL

Cutting NDA Turnaround From Six Days to Six Hours, With Counsel Still in Charge

A playbook-aware contract review agent that drafts the obvious and surfaces fallback positions — counsel always reviews, every suggestion is auditable.

92%TURNAROUND REDUCTION

— 04

Compliance & Cost Controls

Defensive engineering to protect data and budgets.

Stop fearing unexpected cloud bills or GDPR violations. Our defensive architecture catches anomalies before text is tokenized, routing expensive workloads only when absolute necessity demands it.

Key Capabilities

✓Semantic caching using Redis/Upstash
✓LLM firewalling and prompt injection mitigation
✓PHI/PII auto-redaction pipelines
✓Model fallback networks (Cost-based routing)
✓Token quotas and IP rate limiting

TL;DR / Key Takeaways

→We use smaller open models (Llama-3) for 90% of traffic, saving GPT-4.o for hard edges.
→Aggressive IP gating and session token tracking protects your margins.
→Audit logs are maintained for all generation tasks safely.

How It Works

StrategyRisk assessment and SLA definitions.

BuildImplement token counters, Redis caches, and text filters.

DeployPush middleware at the edge to block bad requests early.

OptimizeGranular dashboard analysis of token spend per capability.

Use Cases

Healthtech AIZero PHI leakage guarantees post-generation.

High-Traffic ModalitiesCaching frequent queries to reduce 80% redundant spend.

Metrics

0 PHI Leaks38% Less Fraud Pos.

Tech Stack & Tools

Redis CachePresidioGuardrails AIAWS WAF

Case Study Preview

CUSTOMER EXPERIENCE

Auditing 100% of Support Calls Instead of 2%, in Minutes Rather Than Months

An always-on contact-centre QA agent that transcribes, scores and risk-flags every call across a 120-agent floor — moving the QA team from sampling to curation.

100%CALL COVERAGE

LEGAL

Cutting NDA Turnaround From Six Days to Six Hours, With Counsel Still in Charge

A playbook-aware contract review agent that drafts the obvious and surfaces fallback positions — counsel always reviews, every suggestion is auditable.

92%TURNAROUND REDUCTION

What we build.

Compliance & Cost Controls

Key Capabilities

TL;DR / Key Takeaways

How It Works

Use Cases

Metrics

Tech Stack & Tools

Case Study Preview

Auditing 100% of Support Calls Instead of 2%, in Minutes Rather Than Months

Cutting NDA Turnaround From Six Days to Six Hours, With Counsel Still in Charge

What else we build. Tight engagements, production outcomes.

What we build.

Compliance & Cost Controls

Key Capabilities

TL;DR / Key Takeaways

How It Works

Use Cases

Metrics

Tech Stack & Tools

Case Study Preview

Auditing 100% of Support Calls Instead of 2%, in Minutes Rather Than Months

Cutting NDA Turnaround From Six Days to Six Hours, With Counsel Still in Charge

What else we build. Tight engagements, production outcomes.