Architecture & stack
Agentic software development — from intake to production.
A unified stack that orchestrates AI agents across requirements, architecture, development, QA, and deployment — with enterprise guardrails built in at every layer.
The most advanced forward-deployed model in the software services industry
Lesser human-in-the-loop. One RM at the client edge. One PM on the engine. alterai.os does the rest.
- →Forward-deployed at the client edge — one RM owns the relationship; the engine owns delivery.
- →Minimal human-in-the-loop — agents draft, build, and ship; humans approve the high-stakes moves.
- →Knowledge stays in alterai.os — no tribal email threads, no context lost between handoffs.
- →PM works the engine; RM works the client — aligned through the system, not through more meetings.
Why lesser human-in-the-loop wins
Classic services put squads of humans between you and production. We put a forward-deployed relationship manager on your portal, a product manager directing alterai.os, and agents that execute — build, review, deploy — while humans approve the critical steps. Context stays in the engine. Turnaround drops. Error rate drops with it.
Built at the edge of the LLM frontier.
Every time the models get better, the stack gets multi-fold better — automatically. The architecture is designed so improvements in reasoning, code generation, and tool-use cascade through every layer: better models mean faster builds, fewer errors, and richer agent capabilities — without rewriting the platform.
Why a proprietary engine — not another AI wrapper
Enterprise software demands more than prompts and plugins. Here is what we believe.
Enterprise software cannot be vibe-coded
Claude, Codex, or a single developer cannot ship production-grade enterprise systems. You need a sophisticated proprietary engine with architecture, DevOps, QA, and agent orchestration built in.
Generic AI cannot automate your business
No-code tools and off-the-shelf AI wrappers cannot run your operations. If you think they can, you are underestimating how niche and complex real businesses are.
Every business is niche
Manufacturing, LMS, ecommerce, real estate — each industry needs its own set of tools, workflows, and intelligence. One-size-fits-all software was never the answer.
We solve the hardest industries
We build for the most complex domains — not landing pages and CRUD apps. Our engine ships AI-native software that competes with billion-dollar engineering service providers.
Every change, reviewed — automatically
Quality is a gate, not a hope. A code-review agent is wired into the pipeline, so defects and security gaps are caught before they ship.
Reviewed on every change
A dedicated review agent inspects every code change the moment it is made — not just a spot-check at the end. Nothing ships un-reviewed.
Deterministic + agent hybrid
Engineered pipelines decide exactly which files to review and which rules apply; the agent reasons over them. The result: focused, low-noise findings.
Line-level findings with fixes
Every issue points to the exact line and comes with a concrete fix — categorised by type and severity, so the important problems surface first.
Blocking severity gate
Critical and high-severity issues block the release. The build cannot reach staging or production until they are resolved or explicitly signed off.
Security-aware by default
Leaked secrets, missing data-access policies, unverified webhooks, and auth gaps are caught in review — before code is ever deployed.
Precision over noise
The review is tuned to report real defects, not speculative nitpicks — so engineers act on findings instead of triaging false alarms.
Per-change self-review
Runs after every implementation. Catches bugs, missing states, and risky patterns before the work is even called done.
Pre-ship extensive gate
Runs before staging and production: lint, types, data-policy and secret scans, plus the full checklist — a hard gate on every release.
Security Built In
- Row-Level Security (RLS) — every table, every query, enforced at the database layer.
- End-to-end encryption — sensitive data encrypted in transit and at rest.
- SOC 2-ready architecture — audit-friendly infrastructure from day one.
How our agents access your data safely
Enterprise-grade security is not an add-on — it's built into every connection.
Scoped credentials
Each agent session gets the minimum permissions needed — never admin access to your full stack.
Guardrails
Built-in rules prevent destructive operations, data exfiltration, and unauthorized access patterns.
Audit logs
Every agent action is logged with timestamps, inputs, and outputs — fully traceable and reviewable.
Human-in-the-loop approvals
Critical operations require human sign-off before execution. Agents propose, humans approve.
Single-tenant deployments
Your data lives in your own infrastructure — no shared databases, no co-mingled environments.
Compliance-ready
GDP process ensures documentation and audit trails that meet regulatory requirements out of the box.
Built on industry-leading infrastructure
Our stack partners — the foundations every build runs on.
Track record
10+ complex ERPs and AI-native apps executed — manufacturing ERP+PLM, agentic LMS, real-estate AI sales — with evolving agents built in.
Ready to build?
Tell us what you need — we ship production-grade software with full visibility.