Agentic AI systems (not chatbots)
We build agents that execute multi-step tasks across your tech stack — research, generate, validate, write. Type-safe call surfaces, validated I/O, replayable trajectories. Auditable end-to-end.
Service architecture
Four practices, in detail.
Below is exactly what we ship — what each engagement covers, what it deliberately doesn't, and the order in which we layer it. Designed to read like a capability matrix, not a brochure.
Built on
- Sigma
- Snowflake
- CRM Analytics
- MCP / A2A
- Google Cloud
- AWS
- Azure
- Custom SIEM
- Salesforce
- Zoho
Vendor-agnostic — we work with whatever stack you run.
Pillar 01
Next-Gen AI & Agentic Solutions.
Not chatbots. Real agents that execute multi-step work across your stack — wired through MCP universal adapters that keep your private data safe and every call auditable.
MCP universal adapters
Secure interfaces between AI agents and your private data — typed, scoped per role, and reversible. Each adapter is the boundary your auditor can prove.
Cross-stack orchestration
Agents coordinate over Agent-to-Agent (A2A) bridges to execute work spanning your CRM, warehouse, and internal apps. No glue code, no quiet exfiltration paths.
Model-agnostic by default
Built on type-safe agent frameworks — Claude, GPT, Gemini, and open-source weights. Swap models without rewrites. Vendor lock-in is a choice, not a default.
Pillar 02
Offensive Security & Leadership.
Security is the foundation of every build. Pentesting, custom SIEM, and fractional CISO leadership — so your platforms pass SOC 2, ISO 27001, GDPR, and CMMC 2.0 the first time.
Offensive Pentesting
Real-world attack simulation against your custom code, APIs, integrations, and Salesforce permission model. Findings ship with the engineer who would write the patch — not just a list of CVEs.
Custom SIEM monitoring
A native SIEM built around your stack — not a bolt-on. Automated control validation runs on every deploy, not annually. Compliance evidence emitted on demand.
Fractional CISO leadership
Posture leadership for SOC 2, ISO 27001, GDPR, and CMMC 2.0 — without the full-time hire. We sit in the room when the board, the auditor, or an incident demands it.
Compliance-first engineering
Every custom platform we ship is built to pass external audit. Threat-modeled at design, security-reviewed at PR, retested before release.
Pillar 03
Custom Platform Factory.
High-performance Web Applications and custom software, built native to your infrastructure and CRM (Salesforce / Zoho). Engineering-led, not config-led.
High-performance Web Applications
End-to-end custom apps — Astro / FastAPI / PydanticAI / Cloud Run when we recommend the stack; whatever you already run when we don't. Pentested before production.
Custom software, native integration
We build software that integrates natively with your core infrastructure — not bolted-on SaaS. The advice you get is engineering advice, not licensing.
Custom Salesforce engineering
Examples: Apex triggers that auto-route high-value cases · LWC for guided onboarding wizards · Flows bridging Opportunity changes to a Snowflake event stream · Apex REST endpoints for partner apps.
Custom Zoho engineering
Examples: Creator portals for offline field-rep logging · Deluge scripts reconciling Books invoices against Stripe payouts · webhook bridges with deduplication · multi-stage approval workflows.
Pillar 04
Enterprise Network Services.
Resilient hybrid cloud — AWS, Azure, Private — engineered for high-frequency operations and global remote teams. On-prem vault and cloud elasticity in one architecture.
Hybrid cloud architecture
AWS, Azure, and Private cloud designed in lockstep — elastic scale where it matters, vault discipline where it doesn't. Resilient by design, not by retry budget.
High-frequency operations
Networks engineered for low-latency, high-volume operations. Capacity planning, load shaping, and observability from layer 3 up to the agent.
Global remote-team networking
Secure access for distributed teams without VPN tax — zero-trust segmentation, identity-aware proxies, audit trails that survive headcount churn.
On-prem vault + cloud elasticity
Sensitive data stays on-prem, customer-facing scale runs in cloud. One unified architecture, not two stacks pretending to be one.
Take the next step
Innovate without technical debt.
A one-hour discovery call. We map your stack, surface the bleed, and tell you exactly what Stop-Drop-Roll-Out would touch first. No deck. No sales engineer.