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SAJILO_AI/ HOW_WE_ENGAGE
How we engage

Two modes.
Combined when
you need both.

Our engagement model adapts to the way your business operates. Choose agentic engineering when speed, iteration, and rapid execution are the priority. Choose traditional engineering when architectural depth, scalability, and long-term continuity require a dedicated team. Or combine both approaches — that's how most of our largest engagements ship.

★ DEFAULT MODE

Agentic Engineering

A senior agentic engineer with a fleet of AI coding agents under their direction.

CadenceHours to release, weeks to launch. Most change requests close in 24 hours.
ShapeOne senior owner. Agents fan out implementation. Senior reviews every line.
PricingOutcome-based. Working software, not headcount on a timesheet.
StrengthVelocity, iteration, breadth. Compresses the structural overhead of a team to zero.
  • Rapid release flow — ship features within hours when priorities demand it.
  • Enterprise-ready engineering — security automation with senior architectural validation.
  • Controlled execution — every change validated through systematic regression safeguards.
  • Complete ownership — all source code, documentation, and infrastructure remain fully under your control.
Best for New product builds · AI-native systems · fast-turn iteration · automation work · anything where speed-of-thought delivery is the differentiator.
○ FOUNDATION MODE

Traditional Engineering

Dedicated senior teams operating in the conventional way, augmented selectively by AI tooling.

CadenceRoadmap-driven. Sprint-level commitments and architectural depth.
ShapeDedicated team. Structured delivery. Clear sprint commitments and reviews.
PricingRetainer-based. Long-running commitments where continuity matters.
StrengthDepth, longevity, complex constraints. Sustained human judgment, start to finish.
  • Predictable, long-lived systems built for stability and scale.
  • Structured delivery with dedicated teams and clear sprint commitments.
  • Focus on reliability, compliance, and maintainability over time.
  • Deep architectural work in complex and legacy-heavy environments.
Best for Modernization of existing systems · deep enterprise integration · regulated builds · platform engineering where continuity matters more than velocity.
FIG_01 · CUMULATIVE OUTPUT, MONTHS 0 → 6 ━ agentic    ┄ traditional    ● launch milestone
M0 M1 M2 M3 M4 M5 M6 100% 66% 33% 0 launch · wk 6 launch · M5+ ↑ structural overhead collapses to ~0 in agentic mode
6 wks
agentic launch
5–7 mo
traditional launch
100% sr
judgment touchpoints
COMBINED

One unified
delivery system.

Under one model, you get continuous delivery for fast-moving product work, and deep architectural discipline for long-lived systems. Agentic engineering accelerates implementation and iteration, while traditional engineering provides the foundation for scalability, governance, and long-term continuity. Both operate together — not as separate services, but as a unified delivery system.
A typical engagement

Architecture in traditional. Iteration in agentic.

Most modernization projects start in traditional mode — we sit down with security, compliance, and architecture review, and produce the bedrock decisions that need sustained human judgment. From there, implementation, feature work, change requests, and operations move into agentic mode, where senior judgment still touches every step but the volume is handled by agent fleets.

Same engineer. Same accountability. Different gear for different work.

Agentic · implementation Traditional · architecture
~70% of effort ~30% of effort
// Example: A regulated workflow platform — discovery + system architecture in traditional, every feature, screen, integration, and bug fix in agentic.
A typical engagement, week-by-week
WK 0 / DISCOVER
Conversation, brief, scope
A 30-min call. We pick the right mode together. Written brief you sign off before code begins.
WK 1–2 / ARCHITECT
Decisions, not deliverables
Senior engineer makes the architectural choices — database, modules, security model, deploy target.
WK 2–6 / SHIP
Agent fleet executes
Implementation, tests, observability, CI/CD all built by agents under continuous senior review. First production drop in weeks.
WK 6+ / OPERATE
Live and looked-after
Same engineer maintains. 24h cycles on changes. Quarterly architecture reviews. No hand-off.
★ Production-grade by default
Automated quality checks, architectural reviews, built-in governance across every change.
★ Full ownership transfer
All source code, documentation, and infrastructure are yours from day one.
★ One partner, one contract
A streamlined operating model for modern software. One bill, one accountable system.
★ Evolves with your business
Architectures assume AI-native patterns and modern cloud — they're built to change.
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What we believe shapes how we work — our values.

Our values →