Module 01
Autonomous AI & Multi-Agent Architecture
- Deterministic pipelines
- Evaluation frameworks
- State machines for non-deterministic models
- Truthfulness verification
Waypoint 01 // Approach
PWEP Consulting
Deterministic engineering for non-deterministic times. Executive engineering leadership and AI systems architecture, delivered with working code, not slide decks.
15+Years
50Largest org led
30BRequests / day operated
4Acquisitions integrated
Waypoint 02 // Engine Room
Four modules
Each one runs alone. They run better together.
Module 02
Fractional CTO & Executive Leadership
- Team structure
- Roadmap delivery
- Hiring standards
- Org alignment
Module 03
Technical Due Diligence & Codebase Audits
- Code quality and scalability
- Security posture
- AI integration validity
- For investors, founders, acquirers
Module 04
Full-Stack & Edge Infrastructure Modernization
- Cloud, containers, edge deployment
- Astro, Cloudflare Pages, Docker
- Linux environments
- CI/CD
Built for
- Agent deployments that are unreliable or non-deterministic.
- No evaluation pipeline. Nobody can say if the model got better.
- Architecture bottlenecks slowing delivery velocity.
- Strategy and delivery out of sync.
Clients
- Growth-stage startups
- Venture-backed scale-ups
- Enterprise leadership
Waypoint 03 // Casefile
Exhibits
Three closed files. Numbers as recorded.
Autonomous multi-agent pipeline
Status: closed- Open-source engine with a deterministic, file-driven control plane.
- Blind, context-isolated grading.
- Decoupled evaluator and verifier for truthfulness.
- Append-only audit ledger; hook-enforced integrity.
Oracle Data Management Platform
Status: closed- $150M ARR platform; 30B calls/day.
- IBM SoftLayer → OCI migration.
- 4 acquired companies unified behind one API gateway and shared services across 6 applications.
RedShelf AI-native SDLC
Status: closed- +20% delivery velocity with human-in-the-loop review gates.
- Governance framework on DORA/SPACE plus telemetry.
- Cost-to-serve −25%. Time-to-resolve −30%.
Waypoint 04 // Protocol
How engagements run
- 01
Diagnose
Read the code, the org, the numbers. Written findings. Blunt.
- 02
Decide
A plan with owners, sequence, and what we will not do.
- 03
Build
I write and review production code alongside your team. No status theater.
- 04
Hand off
Documented, tested, your team runs it. I leave.
Rules of engagement
- Determinism over hype
- Predictable, repeatable, verifiable.
- Zero fluff, raw integrity
- Direct diagnosis. No softened corporate rhetoric.
- First principles over familiarity
- Nobody knows the whole stack. Leadership means reasoning from fundamentals and making the decision.
Formats
- Fractional
- 2–3 days / week
- Project
- Fixed scope, fixed exit
- Advisory
- Monthly retainer
- Diligence
- Sprint, 1–2 weeks
Waypoint 05 // Uplink
Open a channel
Send the problem, the stack, and the deadline. You get a written first read within two business days.
Beyond the horizon // Sahil Talwar
The person behind the firm. Career, creed, and what he does off the clock.
Cross the horizon© 2026 PWEP Consulting · Washington, DC · Built with Astro + Three.js