Think about what you're buying differently.
Most engineering partners sell time. We sell capability — experienced engineers amplified by AI systems that are measured, governed, and proven in our own products.
Side by side. Same budget. Different outcomes.
| Dimension | Typical Model | GyanMatrix |
|---|---|---|
| Talent model | Per-developer billing, interchangeable | Pod-based, AI-augmented, outcome-driven |
| Delivery method | Agile theatre, biweekly reports | Daily pushes, AI pipeline metrics visible |
| GCC cost model | $40K–$60K per seat, fixed headcount | Smaller teams, AI leverage, lower burn |
| Governance | Manual reviews, quarterly audits | OVERSEER real-time, every action logged |
| Review bottleneck | Senior devs blocked reviewing juniors | SENTINEL pre-reviews, humans decide |
| Documentation | Sprint retrospective notes, maybe | CHRONICLE auto-generates from every merge |
Not just faster. Structurally different.
Human accountability
Every AI system has a named human approver. ARCHITECT drafts → tech lead approves. SENTINEL flags → senior engineer merges. GUARDIAN prepares → team lead releases. AI accelerates. Humans decide.
Built on our own work
digri.ai and Veril.ai are our own products, built using this system. We deploy it for clients because we know it works — not because we read about it.
Measured, not claimed
42% faster code reviews, 87% test coverage, 94% doc coverage, 2.1% deployment failure rate. All from production environments. All verifiable.
Where we sit in the market.
| Dimension | Typical Vendor | GyanMatrix |
|---|---|---|
| Delivery model | Staff augmentation or "agile teams" | AI-augmented engineering pods |
| AI usage | Optional add-on or marketing claim | Six named systems in production |
| Governance | Manual, trust-based | Real-time OVERSEER dashboard |
| Pricing | Per-engineer per-month | Per-pod, outcome-linked |
| Proof | Case study PDFs | Live products (digri.ai, Veril.ai) |
| Risk model | You manage everything | We own delivery outcomes |
Don't take our word for it.
See it working
Our Engineering OS page shows the full pipeline. Every step, every gate, every metric.
See the pipeline →See the products
digri.ai and Veril.ai are live products built using this system. Revenue generating. In production.
See products →Talk to us
30-minute strategy call. No pitch deck. Bring your problem. We'll show you the dashboard.
Start a conversation →